diff --git a/.gitignore b/.gitignore
index d56f78013..6ac3661aa 100644
--- a/.gitignore
+++ b/.gitignore
@@ -242,3 +242,6 @@ Temporary Items
 /bot.db
 /bot.db-shm
 /bot.db-wal
+/var/log/
+/var/strategies/
+nssm.exe
diff --git a/.idea/crypto-trading-bot.iml b/.idea/crypto-trading-bot.iml
index 036ab9d31..fdd8130c5 100644
--- a/.idea/crypto-trading-bot.iml
+++ b/.idea/crypto-trading-bot.iml
@@ -4,10 +4,12 @@
     <content url="file://$MODULE_DIR$">
       <sourceFolder url="file://$MODULE_DIR$/src" isTestSource="false" />
       <sourceFolder url="file://$MODULE_DIR$/test" isTestSource="true" />
+      <excludeFolder url="file://$MODULE_DIR$/var/log" />
     </content>
     <orderEntry type="inheritedJdk" />
     <orderEntry type="sourceFolder" forTests="false" />
     <orderEntry type="library" name="jquery" level="application" />
     <orderEntry type="library" name="font-awesome" level="application" />
+    <orderEntry type="module" module-name="GreenGekko" />
   </component>
 </module>
\ No newline at end of file
diff --git a/.idea/inspectionProfiles/Project_Default.xml b/.idea/inspectionProfiles/Project_Default.xml
deleted file mode 100644
index 03d9549ea..000000000
--- a/.idea/inspectionProfiles/Project_Default.xml
+++ /dev/null
@@ -1,6 +0,0 @@
-<component name="InspectionProjectProfileManager">
-  <profile version="1.0">
-    <option name="myName" value="Project Default" />
-    <inspection_tool class="Eslint" enabled="true" level="WARNING" enabled_by_default="true" />
-  </profile>
-</component>
\ No newline at end of file
diff --git a/.idea/jsLibraryMappings.xml b/.idea/jsLibraryMappings.xml
index ed2bfd88d..e648c01ff 100644
--- a/.idea/jsLibraryMappings.xml
+++ b/.idea/jsLibraryMappings.xml
@@ -1,7 +1,6 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <project version="4">
   <component name="JavaScriptLibraryMappings">
-    <file url="PROJECT" libraries="{font-awesome}" />
     <includedPredefinedLibrary name="Node.js Core" />
   </component>
 </project>
diff --git a/.idea/modules.xml b/.idea/modules.xml
index d9aa61618..5a1c52738 100644
--- a/.idea/modules.xml
+++ b/.idea/modules.xml
@@ -2,6 +2,7 @@
 <project version="4">
   <component name="ProjectModuleManager">
     <modules>
+      <module fileurl="file://$PROJECT_DIR$/../GreenGekko/.idea/GreenGekko.iml" filepath="$PROJECT_DIR$/../GreenGekko/.idea/GreenGekko.iml" />
       <module fileurl="file://$PROJECT_DIR$/.idea/crypto-trading-bot.iml" filepath="$PROJECT_DIR$/.idea/crypto-trading-bot.iml" />
     </modules>
   </component>
diff --git a/.idea/vcs.xml b/.idea/vcs.xml
index 5ace414d8..8ab975ca3 100644
--- a/.idea/vcs.xml
+++ b/.idea/vcs.xml
@@ -1,6 +1,8 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <project version="4">
   <component name="VcsDirectoryMappings">
+    <mapping directory="$PROJECT_DIR$/../GreenGekko" vcs="Git" />
     <mapping directory="$PROJECT_DIR$" vcs="Git" />
+    <mapping directory="$PROJECT_DIR$/var/strategies" vcs="Git" />
   </component>
-</project>
+</project>
\ No newline at end of file
diff --git a/README.md b/README.md
index 07fd5b0aa..d44a8a723 100644
--- a/README.md
+++ b/README.md
@@ -338,6 +338,7 @@ c.symbols = [
     symbol: 'ETHUSDT',
     exchange: 'binance_futures',
     periods: ['1m', '15m', '1h'],
+    feesPerTrade: 0.04,
     trade: {
       currency_capital: 10,
       strategies: [
@@ -369,6 +370,7 @@ Per pair you can set used margin before orders are created; depending on exchang
     c.symbols.push({
         'symbol': 'BTCUSD',
         'exchange': 'bitmex',
+        'feesPerTrade':  0.05,
         'extra': {
             'bitmex_leverage': 5,
         },
@@ -377,12 +379,24 @@ Per pair you can set used margin before orders are created; depending on exchang
     c.symbols.push({
         'symbol': 'EOSUSD',
         'exchange': 'bybit',
+        'feesPerTrade':  0.075,
         'extra': {
             'bybit_leverage': 5,
         },
     })
 ```
 
+### Fees
+
+Fees can be configured on `instance.js` file including the field `feesPerTrade`, it is important to 
+mention that prices of fees are for Taker, not for Maker
+
+For example:
+
+Binance futures: has a Maker/Taker 0.0200%/0.0400%.
+
+'feesPerTrade':  0.04,
+
 ## Tools
 
 ### Fill data
diff --git a/instance.js.dist b/instance.js.dist
index 621c0854f..1600a0630 100644
--- a/instance.js.dist
+++ b/instance.js.dist
@@ -94,6 +94,7 @@ c.init = () => {
                     'periods': ['1m', '15m', '1h'],
                     'exchange': 'binance',
                     'state': 'watch',
+                    'feesPerTrade':  0.04,
                     'watchdogs': [
                         {
                             'name': 'stoploss_watch',
@@ -144,6 +145,7 @@ y.forEach((pair) => {
         'symbol': pair,
         'periods': ['1m', '15m', '1h'],
         'exchange': 'bitmex',
+        'feesPerTrade':  0.1,
         'state': 'watch',
         'extra': {
             'bitmex_leverage': 5,
@@ -193,6 +195,7 @@ l.forEach((pair) => {
         'symbol': pair,
         'periods': ['1m', '15m', '1h'],
         'exchange': 'bitmex_testnet',
+        'feesPerTrade':  0.1,
         'state': 'watch',
         'watchdogs': [
             {
@@ -235,6 +238,7 @@ z.forEach((pair) => {
         'symbol': pair,
         'periods': ['1m', '15m', '1h'],
         'exchange': 'binance',
+        'feesPerTrade':  0.1,
         'state': 'watch',
         'strategies': [
             {
diff --git a/nssm.exe b/nssm.exe
new file mode 100644
index 000000000..6ccfe3cfb
Binary files /dev/null and b/nssm.exe differ
diff --git a/package-lock.json b/package-lock.json
index 259adc27d..f830bba65 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,9637 +1,8 @@
 {
   "name": "crypto-trading-bot",
   "version": "0.0.0",
-  "lockfileVersion": 2,
+  "lockfileVersion": 1,
   "requires": true,
-  "packages": {
-    "": {
-      "name": "crypto-trading-bot",
-      "version": "0.0.0",
-      "hasInstallScript": true,
-      "license": "MIT",
-      "dependencies": {
-        "async": "^3.2.0",
-        "basic-auth": "^2.0.1",
-        "better-queue": "^3.8.10",
-        "better-sqlite3": "^5.4.2",
-        "bfx-api-node-models": "^1.5.0",
-        "binance-api-node": "^0.10.4",
-        "bitfinex-api-node": "^5.0.2",
-        "bitmex-realtime-api": "^0.4.0",
-        "ccxt": "^1.40.1",
-        "coinbase-pro": "^0.9.0",
-        "colors": "^1.3.2",
-        "commander": "^4.1.1",
-        "compression": "^1.7.4",
-        "cookie-parser": "^1.4.5",
-        "express": "^4.16.4",
-        "http": "0.0.0",
-        "lodash": "^4.17.19",
-        "mocha": "^7.1.2",
-        "moment": "^2.25.3",
-        "nodemailer": "^6.4.6",
-        "numbro": "^2.2.0",
-        "p-queue": "^6.4.0",
-        "patch-package": "^6.2.2",
-        "percent": "^2.2.0",
-        "queue": "^6.0.1",
-        "queue-promise": "^1.3.33",
-        "request": "^2.88.2",
-        "sendmail": "^1.4.1",
-        "talib": "^1.0.5",
-        "technicalindicators": "^3.1.0",
-        "telegraf": "^3.38.0",
-        "ts-node": "^8.10.1",
-        "tulind": "^0.8.15",
-        "twig": "^1.15.1",
-        "typescript": "^3.9.2",
-        "winston": "^3.2.1",
-        "winston-telegram": "^2.5.0",
-        "ws": "^7.3.0",
-        "zero-fill": "^2.2.3"
-      },
-      "devDependencies": {
-        "eslint": "^6.8.0",
-        "eslint-config-airbnb": "^18.1.0",
-        "eslint-config-node": "^4.0.0",
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+          }
+        },
+        "object-inspect": {
+          "version": "1.12.0",
+          "resolved": "https://registry.npmjs.org/object-inspect/-/object-inspect-1.12.0.tgz",
+          "integrity": "sha512-Ho2z80bVIvJloH+YzRmpZVQe87+qASmBUKZDWgx9cu+KDrX2ZDH/3tMy+gXbZETVGs2M8YdxObOh7XAtim9Y0g=="
+        },
+        "object.assign": {
+          "version": "4.1.2",
+          "resolved": "https://registry.npmjs.org/object.assign/-/object.assign-4.1.2.tgz",
+          "integrity": "sha512-ixT2L5THXsApyiUPYKmW+2EHpXXe5Ii3M+f4e+aJFAHao5amFRW6J0OO6c/LU8Be47utCx2GL89hxGB6XSmKuQ==",
+          "requires": {
+            "call-bind": "^1.0.0",
+            "define-properties": "^1.1.3",
+            "has-symbols": "^1.0.1",
+            "object-keys": "^1.1.1"
+          }
+        },
+        "side-channel": {
+          "version": "1.0.4",
+          "resolved": "https://registry.npmjs.org/side-channel/-/side-channel-1.0.4.tgz",
+          "integrity": "sha512-q5XPytqFEIKHkGdiMIrY10mvLRvnQh42/+GoBlFW3b2LXLE2xxJpZFdm94we0BaoV3RwJyGqg5wS7epxTv0Zvw==",
+          "requires": {
+            "call-bind": "^1.0.0",
+            "get-intrinsic": "^1.0.2",
+            "object-inspect": "^1.9.0"
+          }
+        },
+        "string.prototype.trimend": {
+          "version": "1.0.4",
+          "resolved": "https://registry.npmjs.org/string.prototype.trimend/-/string.prototype.trimend-1.0.4.tgz",
+          "integrity": "sha512-y9xCjw1P23Awk8EvTpcyL2NIr1j7wJ39f+k6lvRnSMz+mz9CGz9NYPelDk42kOz6+ql8xjfK8oYzy3jAP5QU5A==",
+          "requires": {
+            "call-bind": "^1.0.2",
+            "define-properties": "^1.1.3"
+          }
+        },
+        "string.prototype.trimstart": {
+          "version": "1.0.4",
+          "resolved": "https://registry.npmjs.org/string.prototype.trimstart/-/string.prototype.trimstart-1.0.4.tgz",
+          "integrity": "sha512-jh6e984OBfvxS50tdY2nRZnoC5/mLFKOREQfw8t5yytkoUsJRNxvI/E39qu1sD0OtWI3OC0XgKSmcWwziwYuZw==",
+          "requires": {
+            "call-bind": "^1.0.2",
+            "define-properties": "^1.1.3"
+          }
+        }
+      }
+    },
     "wide-align": {
       "version": "1.1.3",
       "resolved": "https://registry.npmjs.org/wide-align/-/wide-align-1.1.3.tgz",
@@ -17048,14 +8270,18 @@
     "ws": {
       "version": "7.3.0",
       "resolved": "https://registry.npmjs.org/ws/-/ws-7.3.0.tgz",
-      "integrity": "sha512-iFtXzngZVXPGgpTlP1rBqsUK82p9tKqsWRPg5L56egiljujJT3vGAYnHANvFxBieXrTFavhzhxW52jnaWV+w2w==",
-      "requires": {}
+      "integrity": "sha512-iFtXzngZVXPGgpTlP1rBqsUK82p9tKqsWRPg5L56egiljujJT3vGAYnHANvFxBieXrTFavhzhxW52jnaWV+w2w=="
     },
     "x256": {
       "version": "0.0.2",
       "resolved": "https://registry.npmjs.org/x256/-/x256-0.0.2.tgz",
       "integrity": "sha1-ya8Yh296F1gB1WT+cK2egxd4STQ="
     },
+    "xml": {
+      "version": "0.0.12",
+      "resolved": "https://registry.npmjs.org/xml/-/xml-0.0.12.tgz",
+      "integrity": "sha1-8Is0cQmRK+AChXhfRvFa2OUKX2c="
+    },
     "xml2js": {
       "version": "0.4.23",
       "resolved": "https://registry.npmjs.org/xml2js/-/xml2js-0.4.23.tgz",
diff --git a/package.json b/package.json
index f08ca5bfa..f583290f8 100644
--- a/package.json
+++ b/package.json
@@ -16,12 +16,13 @@
     }
   ],
   "dependencies": {
+    "@elstats/linear-regression": "^1.3.0",
     "async": "^3.2.0",
     "basic-auth": "^2.0.1",
     "better-queue": "^3.8.10",
-    "better-sqlite3": "^5.4.2",
+    "better-sqlite3": "^7.4.2",
     "bfx-api-node-models": "^1.5.0",
-    "binance-api-node": "^0.10.4",
+    "binance-api-node": "^0.11.31",
     "bitfinex-api-node": "^5.0.2",
     "bitmex-realtime-api": "^0.4.0",
     "ccxt": "^1.40.1",
@@ -33,15 +34,19 @@
     "express": "^4.16.4",
     "http": "0.0.0",
     "lodash": "^4.17.19",
+    "ml-regression-simple-linear": "^2.0.3",
     "mocha": "^7.1.2",
     "moment": "^2.25.3",
+    "node-windows": "^1.0.0-beta.6",
     "nodemailer": "^6.4.6",
     "numbro": "^2.2.0",
     "p-queue": "^6.4.0",
     "patch-package": "^6.2.2",
     "percent": "^2.2.0",
+    "promise-retry": "^2.0.1",
     "queue": "^6.0.1",
     "queue-promise": "^1.3.33",
+    "regression": "^2.0.1",
     "request": "^2.88.2",
     "sendmail": "^1.4.1",
     "talib": "^1.0.5",
diff --git a/src/command/backtest.js b/src/command/backtest.js
new file mode 100644
index 000000000..5ec5c65d0
--- /dev/null
+++ b/src/command/backtest.js
@@ -0,0 +1,25 @@
+const services = require('../modules/services');
+
+process.on('message', async msg => {
+  const p = msg.pair.split('.');
+
+  await services.boot(msg.projectDir);
+
+  const results = await services
+    .getBacktest()
+    .getBacktestResult(
+      msg.tickIntervalInMinutes,
+      msg.hours,
+      msg.strategy,
+      msg.candlePeriod,
+      p[0],
+      p[1],
+      msg.options,
+      msg.initialCapital,
+      msg.projectDir
+    );
+
+  process.send({
+    results: results
+  });
+});
diff --git a/src/dict/exchange_position.js b/src/dict/exchange_position.js
index 6d594e8f7..43e797c82 100644
--- a/src/dict/exchange_position.js
+++ b/src/dict/exchange_position.js
@@ -11,7 +11,7 @@ module.exports = class ExchangePosition {
   }
 
   getKey() {
-    return this._exchange + this._position.symbol;
+    return this._exchange + this._position.getSymbol() + this._position.getSide();
   }
 
   getExchange() {
diff --git a/src/dict/position.js b/src/dict/position.js
index e59835737..1162ec07f 100644
--- a/src/dict/position.js
+++ b/src/dict/position.js
@@ -68,6 +68,10 @@ module.exports = class Position {
     return this.entry;
   }
 
+  getSide() {
+    return this.side;
+  }
+
   getCreatedAt() {
     return this.createdAt;
   }
diff --git a/src/exchange/binance.js b/src/exchange/binance.js
index 3e5ce65e7..0eadef3cc 100644
--- a/src/exchange/binance.js
+++ b/src/exchange/binance.js
@@ -2,6 +2,10 @@ const BinanceClient = require('binance-api-node').default;
 
 const moment = require('moment');
 const _ = require('lodash');
+const querystring = require('querystring');
+const request = require('request');
+const Candlestick = require('../dict/candlestick');
+
 const ExchangeCandlestick = require('../dict/exchange_candlestick');
 const Ticker = require('../dict/ticker');
 const TickerEvent = require('../event/ticker_event');
@@ -30,7 +34,9 @@ module.exports = class Binance {
   }
 
   start(config, symbols) {
-    this.symbols = symbols;
+    if (this.symbols.length === 0) {
+      this.symbols = symbols;
+    }
 
     const opts = {};
 
@@ -39,13 +45,19 @@ module.exports = class Binance {
       opts.apiSecret = config.secret;
     }
 
-    const client = (this.client = BinanceClient(opts));
+    if (this.client === undefined) {
+      this.client = BinanceClient(opts);
+    }
 
     const me = this;
 
     if (config.key && config.secret) {
       this.client.ws.user(async event => {
-        await this.onWebSocketEvent(event);
+        console.log(`Websocket user event: ${JSON.stringify(event)}`);
+      });
+
+      this.client.ws.user(async event => {
+        console.log(`Websocket user event: ${JSON.stringify(event)}`);
       });
 
       // we need balance init; websocket sending only on change
@@ -82,64 +94,66 @@ module.exports = class Binance {
       this.logger.info('Binance: Starting as anonymous; no trading possible');
     }
 
-    const { eventEmitter } = this;
-    symbols.forEach(symbol => {
-      // live prices
-      client.ws.ticker(symbol.symbol, ticker => {
-        eventEmitter.emit(
-          'ticker',
-          new TickerEvent(
+    symbols.forEach(symbol => this.setupSymbol(symbol));
+  }
+
+  setupSymbol(symbol) {
+    // live prices
+    this.client.ws.ticker(symbol.symbol, ticker => {
+      this.eventEmitter.emit(
+        'ticker',
+        new TickerEvent(
+          'binance',
+          symbol.symbol,
+          (this.tickers[symbol.symbol] = new Ticker(
             'binance',
             symbol.symbol,
-            (this.tickers[symbol.symbol] = new Ticker(
+            moment().format('X'),
+            ticker.bestBid,
+            ticker.bestAsk
+          ))
+        )
+      );
+    });
+
+    symbol.periods.forEach(interval => {
+      // backfill
+      this.queue.add(() => {
+        this.client.candles({ symbol: symbol.symbol, limit: 500, interval: interval }).then(async candles => {
+          const ourCandles = candles.map(candle => {
+            return new ExchangeCandlestick(
               'binance',
               symbol.symbol,
-              moment().format('X'),
-              ticker.bestBid,
-              ticker.bestAsk
-            ))
-          )
-        );
-      });
-
-      symbol.periods.forEach(interval => {
-        // backfill
-        this.queue.add(() => {
-          client.candles({ symbol: symbol.symbol, limit: 500, interval: interval }).then(async candles => {
-            const ourCandles = candles.map(candle => {
-              return new ExchangeCandlestick(
-                'binance',
-                symbol.symbol,
-                interval,
-                Math.round(candle.openTime / 1000),
-                candle.open,
-                candle.high,
-                candle.low,
-                candle.close,
-                candle.volume
-              );
-            });
-
-            await this.candleImport.insertThrottledCandles(ourCandles);
+              interval,
+              Math.round(candle.openTime / 1000),
+              candle.open,
+              candle.high,
+              candle.low,
+              candle.close,
+              candle.volume
+            );
           });
+
+          await this.candleImport.insertThrottledCandles(ourCandles);
         });
+      });
 
-        // live candles
-        client.ws.candles(symbol.symbol, interval, async candle => {
-          const ourCandle = new ExchangeCandlestick(
-            'binance',
-            symbol.symbol,
-            interval,
-            Math.round(candle.startTime / 1000),
-            candle.open,
-            candle.high,
-            candle.low,
-            candle.close,
-            candle.volume
-          );
+      // live candles
+      this.client.ws.candles(symbol.symbol, interval, async candle => {
+        this.logger.debug(`Candle for symbol ${symbol.symbol}, ${interval} received`);
+        const ourCandle = new ExchangeCandlestick(
+          'binance',
+          symbol.symbol,
+          interval,
+          Math.round(candle.startTime / 1000),
+          candle.open,
+          candle.high,
+          candle.low,
+          candle.close,
+          candle.volume
+        );
 
-          await this.candleImport.insertThrottledCandles([ourCandle]);
-        });
+        await this.candleImport.insertThrottledCandles([ourCandle]);
       });
     });
   }
@@ -151,7 +165,14 @@ module.exports = class Binance {
     try {
       result = await this.client.order(payload);
     } catch (e) {
-      this.logger.error(`Binance: order create error: ${JSON.stringify(e.code, e.message, order, payload)}`);
+      this.logger.error(
+        `Binance: order create error: ${JSON.stringify(
+          e.code,
+          e.message,
+          order,
+          payload
+        )} on symbol: ${order.getSymbol()} for amount: ${order.getAmount()}`
+      );
 
       if ((e.message && e.message.toLowerCase().includes('insufficient balance')) || (e.code && e.code === -2010)) {
         return ExchangeOrder.createRejectedFromOrder(order, `${e.code} - ${e.message}`);
@@ -424,84 +445,88 @@ module.exports = class Binance {
 
   async getPositions() {
     const positions = [];
+    if (Object.keys(this.exchangePairs).length > 0) {
+      // get pairs with capital to fake open positions
+      const capitals = {};
+      this.symbols
+        .filter(
+          s =>
+            s.trade &&
+            ((s.trade.capital && s.trade.capital > 0) ||
+              (s.trade.currency_capital && s.trade.currency_capital > 0) ||
+              (s.trade.strategies && s.trade.strategies.length > 0))
+        )
+        .forEach(s => {
+          if (s.trade.capital > 0) {
+            capitals[s.symbol] = s.trade.capital;
+          } else if (s.trade.currency_capital > 0 && this.tickers[s.symbol] && this.tickers[s.symbol].bid) {
+            capitals[s.symbol] = s.trade.currency_capital / this.tickers[s.symbol].bid;
+          } else {
+            capitals[s.symbol] = 0;
+          }
+        });
 
-    // get pairs with capital to fake open positions
-    const capitals = {};
-    this.symbols
-      .filter(
-        s =>
-          s.trade &&
-          ((s.trade.capital && s.trade.capital > 0) ||
-            (s.trade.currency_capital && s.trade.currency_capital > 0) ||
-            (s.trade.strategies && s.trade.strategies.length > 0))
-      )
-      .forEach(s => {
-        if (s.trade.capital > 0) {
-          capitals[s.symbol] = s.trade.capital;
-        } else if (s.trade.currency_capital > 0 && this.tickers[s.symbol] && this.tickers[s.symbol].bid) {
-          capitals[s.symbol] = s.trade.currency_capital / this.tickers[s.symbol].bid;
-        } else {
-          capitals[s.symbol] = 0;
-        }
-      });
+      for (const balance of this.balances) {
+        const { asset } = balance;
 
-    for (const balance of this.balances) {
-      const { asset } = balance;
+        const assetPositions = [];
 
-      const assetPositions = [];
+        for (const pair in capitals) {
+          // just a hack to get matching pairs with capital eg: "BTCUSDT" needs a capital of "BTC"
+          // workaround: eg "BTCUPDOWN" is breaking the match
+          if (!pair.startsWith(asset) || pair.startsWith(`${asset}UP`) || pair.startsWith(`${asset}DOWN`)) {
+            continue;
+          }
 
-      for (const pair in capitals) {
-        // just a hack to get matching pairs with capital eg: "BTCUSDT" needs a capital of "BTC"
-        // workaround: eg "BTCUPDOWN" is breaking the match
-        if (!pair.startsWith(asset) || pair.startsWith(`${asset}UP`) || pair.startsWith(`${asset}DOWN`)) {
-          continue;
-        }
+          // 1% balance left indicate open position
 
-        // 1% balance left indicate open position
-        const pairCapital = capitals[pair];
-        if (Math.abs(Math.abs(balance.available) / pairCapital) < 0.1) {
-          continue;
-        }
+          if (capitals[pair] !== 0 && Math.abs(Math.abs(balance.available) / capitals[pair]) < 0.1) {
+            continue;
+          } else if (capitals[pair] === 0 && balance.available <= this.exchangePairs[pair].lot_size) {
+            continue;
+          }
 
-        let entry;
-        let createdAt;
+          let entry;
+          let createdAt;
 
-        // try to find a entry price, based on trade history
-        const side = balance.available < 0 ? 'short' : 'long';
+          // try to find a entry price, based on trade history
+          const side = balance.available < 0 ? 'short' : 'long';
 
-        const trades = this.trades[pair];
-        if (trades && trades.length > 0) {
-          const positionEntry = TradesUtil.findPositionEntryFromTrades(trades, Math.abs(balance.available), side);
+          const trades = this.trades[pair];
+          if (trades && trades.length > 0) {
+            const positionEntry = TradesUtil.findPositionEntryFromTrades(trades, Math.abs(balance.available), side);
 
-          if (positionEntry) {
-            entry = positionEntry.average_price;
-            createdAt = positionEntry.time;
+            if (positionEntry) {
+              entry = positionEntry.average_price;
+              createdAt = positionEntry.time;
+            }
           }
-        }
 
-        // calculate profit based on the ticker price
-        let profit;
-        if (entry && this.tickers[pair]) {
-          profit = (this.tickers[pair].bid / entry - 1) * 100;
+          // calculate profit based on the ticker price
+          let profit;
+          if (entry && this.tickers[pair]) {
+            profit = (this.tickers[pair].bid / entry - 1) * 100;
 
-          // inverse profit for short
-          if (side === 'short') {
-            profit *= -1;
+            // inverse profit for short
+            if (side === 'short') {
+              profit *= -1;
+            }
           }
-        }
 
-        assetPositions.push(Position.create(pair, balance.available, new Date(), createdAt, entry, profit));
-      }
+          assetPositions.push(Position.create(pair, balance.available, new Date(), createdAt, entry, profit));
+        }
 
-      if (assetPositions.length > 0) {
-        // on multiple pair path orders with latest date wins
-        const assetPositionsOrdered = assetPositions.sort(
-          // order by latest
-          (a, b) =>
-            (b.createdAt ? b.createdAt : new Date('1970-01-01')) - (a.createdAt ? a.createdAt : new Date('1970-01-01'))
-        );
+        if (assetPositions.length > 0) {
+          // on multiple pair path orders with latest date wins
+          const assetPositionsOrdered = assetPositions.sort(
+            // order by latest
+            (a, b) =>
+              (b.createdAt ? b.createdAt : new Date('1970-01-01')) -
+              (a.createdAt ? a.createdAt : new Date('1970-01-01'))
+          );
 
-        positions.push(assetPositionsOrdered[0]);
+          positions.push(assetPositionsOrdered[0]);
+        }
       }
     }
 
@@ -532,7 +557,7 @@ module.exports = class Binance {
     return 'binance';
   }
 
-  async onWebSocketEvent(event) {
+  async NonWebSocketEvent(event) {
     if (event.eventType && event.eventType === 'executionReport' && ('orderStatus' in event || 'orderId' in event)) {
       this.logger.debug(`Binance: Got executionReport order event: ${JSON.stringify(event)}`);
 
@@ -623,6 +648,10 @@ module.exports = class Binance {
       });
   }
 
+  getTradeableBalance(currency) {
+    return this.balances.filter(balance => balance.asset === currency).map(balance => balance.available)[0];
+  }
+
   /**
    * Binance does not have position trading, but we need entry price so fetch them from filled order history
    *
@@ -699,7 +728,10 @@ module.exports = class Binance {
             };
           });
 
-        return { symbol: symbol, orders: orders };
+        return {
+          symbol: symbol,
+          orders: orders
+        };
       };
     });
 
@@ -754,4 +786,55 @@ module.exports = class Binance {
   isInverseSymbol(symbol) {
     return false;
   }
+
+  backfill(symbol, period, start) {
+    const symbolUpdated = symbol.replace('PERP', '');
+
+    return new Promise((resolve, reject) => {
+      const query = querystring.stringify({
+        interval: period,
+        symbol: symbolUpdated,
+        limit: 500,
+        startTime: moment(start).valueOf()
+      });
+
+      request(`${this.getBaseUrl()}api/v1/klines?${query}`, { json: true }, (err, res, body) => {
+        if (err) {
+          console.log(`Binance: Candle backfill error: ${String(err)}`);
+          reject();
+          return;
+        }
+
+        if (res.statusCode === 429) {
+          console.log(`Binance: Limit reached: ${String(res.headers)}`);
+          // TODO delay next execution
+          reject();
+          return;
+        }
+
+        if (!Array.isArray(body)) {
+          console.log(`Binance: Candle backfill error: ${JSON.stringify(body)}`);
+          reject();
+          return;
+        }
+
+        resolve(
+          body.map(candle => {
+            return new Candlestick(
+              moment(candle[0]).format('X'),
+              candle[1],
+              candle[2],
+              candle[3],
+              candle[4],
+              candle[5]
+            );
+          })
+        );
+      });
+    });
+  }
+
+  getBaseUrl() {
+    return 'https://api.binance.com/';
+  }
 };
diff --git a/src/exchange/binance_futures.js b/src/exchange/binance_futures.js
index 17bf45a9e..66aa964b9 100644
--- a/src/exchange/binance_futures.js
+++ b/src/exchange/binance_futures.js
@@ -28,6 +28,7 @@ module.exports = class BinanceFutures {
     this.tickers = {};
     this.symbols = [];
     this.intervals = [];
+    this.balances = [];
     this.ccxtClient = undefined;
   }
 
@@ -123,6 +124,10 @@ module.exports = class BinanceFutures {
       setTimeout(async () => {
         await me.initPublicWebsocket(symbols);
       }, 5000);
+
+      setTimeout(async () => {
+        await me.syncBalances(await ccxtClient.fetchBalance());
+      }, 1000);
     } else {
       me.logger.info('Binance Futures: Starting as anonymous; no trading possible');
     }
@@ -163,6 +168,24 @@ module.exports = class BinanceFutures {
     });
   }
 
+  async syncBalances(balances) {
+    if (!balances) {
+      return;
+    }
+
+    this.logger.debug('Binance Futures: Sync balances');
+
+    for (const [key, balance] of Object.entries(balances)) {
+      if (balance !== undefined && balance.free !== undefined && balance.used !== undefined) {
+        this.balances.push({
+          available: parseFloat(balance.free),
+          locked: parseFloat(balance.used),
+          asset: key
+        });
+      }
+    }
+  }
+
   /**
    * Updates all position; must be a full update not delta. Unknown current non orders are assumed to be closed
    *
@@ -209,6 +232,10 @@ module.exports = class BinanceFutures {
     return (await this.getPositions()).find(position => position.symbol === symbol);
   }
 
+  getTradeableBalance(currency) {
+    return this.balances.filter(balance => balance.asset === currency).map(balance => balance.available)[0];
+  }
+
   calculatePrice(price, symbol) {
     return price; // done by ccxt
   }
diff --git a/src/exchange/bitfinex.js b/src/exchange/bitfinex.js
index 388db15e0..8e769d0e0 100644
--- a/src/exchange/bitfinex.js
+++ b/src/exchange/bitfinex.js
@@ -410,7 +410,7 @@ module.exports = class Bitfinex {
     return false;
   }
 
-  getTradableBalance() {
+  getTradeableBalance() {
     return this.balanceInfo ? this.balanceInfo.amountNet : undefined;
   }
 
diff --git a/src/exchange/ftx.js b/src/exchange/ftx.js
index 6606a5eda..a6a88bc88 100644
--- a/src/exchange/ftx.js
+++ b/src/exchange/ftx.js
@@ -13,6 +13,7 @@ const ExchangeOrder = require('../dict/exchange_order');
 
 const CcxtExchangeOrder = require('./ccxt/ccxt_exchange_order');
 const CcxtUtil = require('./utils/ccxt_util');
+const Order = require('../dict/order');
 
 module.exports = class Ftx {
   constructor(eventEmitter, requestClient, candlestickResample, logger, queue, candleImporter) {
diff --git a/src/modules/backfill.js b/src/modules/backfill.js
index 5541ba9af..e2f8a79da 100644
--- a/src/modules/backfill.js
+++ b/src/modules/backfill.js
@@ -9,6 +9,8 @@ module.exports = class Backfill {
   }
 
   async backfill(exchangeName, symbol, period, date) {
+    console.log(`Starting backfill for: ${symbol} period: ${period}`);
+
     const exchange = this.exchangesIterator.find(e => e.getName() === exchangeName);
     if (!exchange) {
       throw `Exchange not found: ${exchangeName}`;
diff --git a/src/modules/backtest.js b/src/modules/backtest.js
index 974a4e351..496b57683 100644
--- a/src/modules/backtest.js
+++ b/src/modules/backtest.js
@@ -3,6 +3,8 @@ const _ = require('lodash');
 const StrategyManager = require('./strategy/strategy_manager');
 const Resample = require('../utils/resample');
 const CommonUtil = require('../utils/common_util');
+const SignalResult = require('./strategy/dict/signal_result.js');
+const periodCache = {};
 
 module.exports = class Backtest {
   constructor(instances, strategyManager, exchangeCandleCombine, projectDir) {
@@ -44,7 +46,20 @@ module.exports = class Backtest {
     });
   }
 
-  getBacktestResult(tickIntervalInMinutes, hours, strategy, candlePeriod, exchange, pair, options, initial_capital) {
+  getBacktestResult(
+    tickIntervalInMinutes,
+    hours,
+    strategy,
+    candlePeriod,
+    exchange,
+    pair,
+    options,
+    initialCapital,
+    projectDir
+  ) {
+    if (projectDir) {
+      this.projectDir = projectDir;
+    }
     return new Promise(async resolve => {
       const start = moment()
         .startOf('hour')
@@ -57,7 +72,7 @@ module.exports = class Backtest {
       let current = start;
 
       // mock repository for window selection of candles
-      const periodCache = {};
+
       const prefillWindow = start - Resample.convertPeriodToMinute(candlePeriod) * 200 * 60;
       const mockedRepository = {
         fetchCombinedCandles: async (mainExchange, symbol, period, exchanges = []) => {
@@ -94,8 +109,17 @@ module.exports = class Backtest {
       };
 
       const end = moment().unix();
+      const timeStart = moment().unix();
+      let logIterations = 0;
       while (current < end) {
-        const strategyManager = new StrategyManager({}, mockedRepository, {}, this.projectDir);
+        logIterations += 1;
+
+        if (logIterations > 1000) {
+          console.log(new Date(current * 1000));
+          logIterations = 0;
+        }
+
+        const strategyManager = new StrategyManager({}, mockedRepository, {}, {}, {}, {}, this.projectDir);
 
         const item = await strategyManager.executeStrategyBacktest(
           strategy,
@@ -105,6 +129,7 @@ module.exports = class Backtest {
           lastSignal.signal,
           lastSignal.price
         );
+
         item.time = current;
 
         // so change in signal
@@ -124,6 +149,16 @@ module.exports = class Backtest {
 
           lastSignalClosed.signal = undefined;
           lastSignalClosed.price = undefined;
+        } else if (currentSignal === 'reverse') {
+          // Set  closed
+          lastSignalClosed.signal = lastSignal.signal;
+          lastSignalClosed.price = lastSignal.price;
+
+          lastSignal.signal = lastSignalClosed.signal === 'short' ? 'long' : 'short';
+          lastSignal.price = item.price;
+
+          // Mimic a normal close signal, simplifies implementation
+          item.result.setSignal('close');
         } else if (currentSignal === 'close') {
           lastSignalClosed.signal = lastSignal.signal;
           lastSignalClosed.price = lastSignal.price;
@@ -143,6 +178,17 @@ module.exports = class Backtest {
 
         rows.push(item);
 
+        // Check if signal was reversed and add a new item
+        if (currentSignal === 'reverse') {
+          // adds extra item including the reverse
+          rows.push({
+            price: item.price,
+            columns: item.columns,
+            result: SignalResult.createSignal(lastSignal.signal, item.result.debug),
+            time: item.time
+          });
+        }
+
         current += tickIntervalInMinutes * 60;
       }
 
@@ -186,7 +232,12 @@ module.exports = class Backtest {
           };
         });
 
-      const backtestSummary = await this.getBacktestSummary(signals, initial_capital);
+      const instance = this.instances.symbols.filter(i => i.symbol === pair && i.exchange === exchange)[0];
+      const fees = instance.feesPerTrade === undefined ? 0 : instance.feesPerTrade;
+
+      console.log(`Took: ${moment().unix() - timeStart} seconds`);
+
+      const backtestSummary = await this.getBacktestSummary(signals, initialCapital, fees);
       resolve({
         summary: backtestSummary,
         rows: rows.slice().reverse(),
@@ -205,10 +256,10 @@ module.exports = class Backtest {
     });
   }
 
-  getBacktestSummary(signals, initial_capital) {
-    return new Promise(async resolve => {
-      const initialCapital = Number(initial_capital); // 1000 $ Initial Capital
-      let workingCapital = initialCapital; // Capital that changes after every trade
+  getBacktestSummary(signals, initialCapital, feesPerTrade) {
+    return new Promise(resolve => {
+      const initialCapitalNumber = Number(initialCapital); // 1000 $ Initial Capital
+      let workingCapital = initialCapitalNumber; // Capital that changes after every trade
 
       let lastPosition; // Holds Info about last action
 
@@ -221,62 +272,75 @@ module.exports = class Backtest {
         profitabilityPercent: 0 // Percentage Of Trades that were profitable
       };
 
-      let cumulativePNLPercent = 0; // Sum of all the PNL Percentages
+      let cumulativePnlPercent = 0; // Sum of all the PNL Percentages
+      let cumulativePnlShorts = 0;
+      let cumulativePnlLongs = 0;
+      let cumulativeNetFees = 0;
       const pnlRateArray = []; // Array of all PNL Percentages of all the trades
-
       // Iterate over all the signals
       for (let s = 0; s < signals.length; s++) {
         const signalObject = signals[s];
-        const signalType = signalObject.result._signal; // Can be long,short,close
+        const signalType = signalObject.result.getSignal(); // Can be long,short,close
 
         // When a trade is closed
-        if (signalType == 'close') {
+        if (signalType === 'close') {
           // Increment the total trades counter
           trades.total += 1;
 
           // Entry Position Details
-          const entrySignalType = lastPosition.result._signal; // Long or Short
-          const entryPrice = lastPosition.price; // Price during the trade entry
-          const tradedQuantity = Number((workingCapital / entryPrice)); // Quantity
-
-          // Exit Details
-          const exitPrice = signalObject.price; // Price during trade exit
-          const exitValue = Number((tradedQuantity * exitPrice).toFixed(2)); // Price * Quantity
-
-          // Trade Details
-          let pnlValue = 0; // Profit or Loss Value
-
-          // When the position is Long
-          if (entrySignalType == 'long') {
-            if (exitPrice > entryPrice) {
-              // Long Trade is Profitable
-              trades.profitableCount += 1;
+          const entrySignalType = lastPosition ? lastPosition.result.getSignal() : undefined; // Long or Short
+
+          if (entrySignalType) {
+            const entryPrice = lastPosition.price; // Price during the trade entry
+            const tradedQuantity = Number(workingCapital / entryPrice); // Quantity
+            const entryValue = Number((tradedQuantity * entryPrice).toFixed(2)); // Price * Quantity
+            const entryFee = (entryValue * feesPerTrade) / 100;
+            // Exit Details
+            const exitPrice = signalObject.price; // Price during trade exit
+            const exitValue = Number((tradedQuantity * exitPrice).toFixed(2)); // Price * Quantity
+            const exitFee = (exitValue * feesPerTrade) / 100;
+
+            const totalFee = entryFee + exitFee;
+            cumulativeNetFees += totalFee;
+
+            // Trade Details
+            let pnlValue = 0; // Profit or Loss Value
+
+            // When the position is Long
+            if (entrySignalType === 'long') {
+              if (exitValue - totalFee > entryValue) {
+                // Long Trade is Profitable
+                trades.profitableCount += 1;
+              }
+
+              // Set the PNL
+              pnlValue = exitValue - totalFee - workingCapital;
+              cumulativePnlLongs += pnlValue;
+            } else if (entrySignalType === 'short') {
+              if (exitValue - totalFee < entryValue) {
+                // Short Trade is Profitable
+                trades.profitableCount += 1;
+              }
+
+              // Set the PNL
+              pnlValue = -(exitValue - totalFee - workingCapital);
+              cumulativePnlShorts += pnlValue;
             }
 
-            // Set the PNL
-            pnlValue = exitValue - workingCapital;
-          } else if (entrySignalType == 'short') {
-            if (exitPrice < entryPrice) {
-              // Short Trade is Profitable
-              trades.profitableCount += 1;
-            }
-
-            // Set the PNL
-            pnlValue = -(exitValue - workingCapital);
-          }
+            // Percentage Return
+            // const pnlPercent = Number(((pnlValue / workingCapital) * 100).toFixed(2));
+            const pnlPercent = (pnlValue / workingCapital) * 100;
 
-          // Percentage Return
-          const pnlPercent = Number(((pnlValue / workingCapital) * 100).toFixed(2));
+            // Summation of Percentage Return
+            cumulativePnlPercent += pnlPercent;
 
-          // Summation of Percentage Return
-          cumulativePNLPercent += pnlPercent;
+            // Maintaining the Percentage array
+            pnlRateArray.push(pnlPercent);
 
-          // Maintaining the Percentage array
-          pnlRateArray.push(pnlPercent);
-
-          // Update Working Cap
-          workingCapital += pnlValue;
-        } else if (signalType == 'long' || signalType == 'short') {
+            // Update Working Cap
+            workingCapital += pnlValue;
+          }
+        } else if (signalType === 'long' || signalType === 'short') {
           // Enter into a position
           lastPosition = signalObject;
         }
@@ -288,7 +352,7 @@ module.exports = class Backtest {
       // Calculating the Sharpe Ratio ----------------------------------------------------------
 
       // Average PNL Percent
-      averagePNLPercent = Number((cumulativePNLPercent / trades.total).toFixed(2));
+      averagePNLPercent = Number((cumulativePnlPercent / trades.total).toFixed(2));
 
       // Initialize Sum of Mean Square Differences
       let msdSum = 0;
@@ -309,7 +373,7 @@ module.exports = class Backtest {
       // -- End of Sharpe Ratio Calculation
 
       // Net Profit
-      const netProfit = Number((((workingCapital - initialCapital) / initialCapital) * 100).toFixed(2));
+      const netProfit = Number((((workingCapital - initialCapitalNumber) / initialCapitalNumber) * 100).toFixed(2));
 
       trades.profitabilityPercent = Number(((trades.profitableCount * 100) / trades.total).toFixed(2));
 
@@ -317,7 +381,11 @@ module.exports = class Backtest {
         sharpeRatio: sharpeRatio,
         averagePNLPercent: averagePNLPercent,
         netProfit: netProfit,
-        initialCapital: initialCapital,
+        cumulativePnlLongs: Number(cumulativePnlLongs).toFixed(2),
+        cumulativePnlShorts: Number(cumulativePnlShorts).toFixed(2),
+        netFees: cumulativeNetFees,
+        initialCapital: initialCapitalNumber,
+        // Fix fee on final capital
         finalCapital: Number(workingCapital.toFixed(2)),
         trades: trades
       };
diff --git a/src/modules/http.js b/src/modules/http.js
index c176b1053..aff73594b 100644
--- a/src/modules/http.js
+++ b/src/modules/http.js
@@ -5,8 +5,12 @@ const auth = require('basic-auth');
 const cookieParser = require('cookie-parser');
 const crypto = require('crypto');
 const moment = require('moment');
+const { fork } = require('child_process');
 const OrderUtil = require('../utils/order_util');
 
+const backtestPendingPairs = {};
+const backtestResults = {};
+
 module.exports = class Http {
   constructor(
     systemUtil,
@@ -92,7 +96,13 @@ module.exports = class Http {
       strict_variables: false
     });
 
-    app.use(express.urlencoded({ limit: '12mb', extended: true, parameterLimit: 50000 }));
+    app.use(
+      express.urlencoded({
+        limit: '12mb',
+        extended: true,
+        parameterLimit: 50000
+      })
+    );
     app.use(cookieParser());
     app.use(compression());
     app.use(express.static(`${this.projectDir}/web/static`, { maxAge: 3600000 * 24 }));
@@ -136,29 +146,53 @@ module.exports = class Http {
         pairs = [pairs];
       }
 
-      const asyncs = pairs.map(pair => {
-        return async () => {
-          const p = pair.split('.');
+      const key = moment().unix();
+
+      backtestPendingPairs[key] = [];
+      backtestResults[key] = [];
+
+      pairs.forEach(pair => {
+        backtestPendingPairs[key].push(pair);
+
+        const forked = fork('src/command/backtest.js');
 
-          return {
+        forked.send({
+          pair,
+          tickIntervalInMinutes: parseInt(req.body.ticker_interval, 10),
+          hours: req.body.hours,
+          strategy: req.body.strategy,
+          candlePeriod: req.body.candle_period,
+          options: req.body.options ? JSON.parse(req.body.options) : {},
+          initialCapital: req.body.initial_capital,
+          projectDir: this.projectDir
+        });
+
+        forked.on('message', msg => {
+          backtestPendingPairs[key].splice(backtestPendingPairs[key].indexOf(pair), 1);
+          backtestResults[key].push({
             pair: pair,
-            result: await this.backtest.getBacktestResult(
-              parseInt(req.body.ticker_interval, 10),
-              req.body.hours,
-              req.body.strategy,
-              req.body.candle_period,
-              p[0],
-              p[1],
-              req.body.options ? JSON.parse(req.body.options) : {},
-              req.body.initial_capital
-            )
-          };
-        };
+            result: msg.results
+          });
+          console.log(`Backtest: ${key} ready`);
+        });
       });
 
-      const backtests = await Promise.all(asyncs.map(fn => fn()));
+      res.render('../templates/backtest-pending-results.html.twig', {
+        key: key
+      });
+    });
+
+    app.get('/backtest/:backtestKey', async (req, res) => {
+      res.send({
+        ready:
+          backtestPendingPairs[req.params.backtestKey] === undefined
+            ? false
+            : backtestPendingPairs[req.params.backtestKey].length === 0
+      });
+    });
 
-      // single details view
+    app.get('/backtest/result/:backtestKey', (req, res) => {
+      const backtests = backtestResults[req.params.backtestKey];
       if (backtests.length === 1) {
         res.render('../templates/backtest_submit.html.twig', backtests[0].result);
         return;
@@ -178,7 +212,7 @@ module.exports = class Http {
 
     app.get('/signals', async (req, res) => {
       res.render('../templates/signals.html.twig', {
-        signals: await this.signalHttp.getSignals(Math.floor(Date.now() / 1000) - 60 * 60 * 48)
+        signals: await this.signalHttp.getSignals(Math.floor(Date.now() / 1000) - 60 * 60 * 168)
       });
     });
 
diff --git a/src/modules/listener/exchange_order_watchdog_listener.js b/src/modules/listener/exchange_order_watchdog_listener.js
index 9c3b80214..49e346fa5 100644
--- a/src/modules/listener/exchange_order_watchdog_listener.js
+++ b/src/modules/listener/exchange_order_watchdog_listener.js
@@ -115,7 +115,7 @@ module.exports = class ExchangeOrderWatchdogListener {
     const orders = await exchange.getOrdersForSymbol(position.getSymbol());
     const orderChanges = orderUtil.syncStopLossOrder(position, orders);
 
-    orderChanges.forEach(async orderChange => {
+    for (const orderChange of orderChanges) {
       logger.info(
         `Stoploss update: ${JSON.stringify({
           order: orderChange,
@@ -142,20 +142,20 @@ module.exports = class ExchangeOrderWatchdogListener {
           );
         }
 
-        return;
+        continue;
       }
 
       // create
-      let price = stopLossCalculator.calculateForOpenPosition(exchange.getName(), position, stopLoss);
+      let price = await stopLossCalculator.calculateForOpenPosition(exchange.getName(), position, stopLoss);
       if (!price) {
         console.log('Stop loss: auto price skipping');
-        return;
+        continue;
       }
 
       price = exchange.calculatePrice(price, position.getSymbol());
       if (!price) {
         console.log('Stop loss: auto price skipping');
-        return;
+        continue;
       }
 
       const order = Order.createStopLossOrder(position.getSymbol(), price, orderChange.amount);
@@ -170,7 +170,7 @@ module.exports = class ExchangeOrderWatchdogListener {
           })}`
         );
       }
-    });
+    }
   }
 
   async riskRewardRatioWatchdog(exchange, position, riskRewardRatioOptions) {
diff --git a/src/modules/listener/tick_listener.js b/src/modules/listener/tick_listener.js
index e74dd4c63..ffbe4ca29 100644
--- a/src/modules/listener/tick_listener.js
+++ b/src/modules/listener/tick_listener.js
@@ -4,6 +4,8 @@ const StrategyContext = require('../../dict/strategy_context');
 const Order = require('../../dict/order');
 const OrderCapital = require('../../dict/order_capital');
 
+const tradeLastSignal = {};
+
 module.exports = class TickListener {
   constructor(
     tickers,
@@ -70,7 +72,7 @@ module.exports = class TickListener {
     }
 
     const signalWindow = moment()
-      .subtract(30, 'minutes')
+      .subtract(120, 'minutes')
       .toDate();
 
     if (
@@ -80,7 +82,11 @@ module.exports = class TickListener {
       // console.log('blocked')
     } else {
       this.notified[symbol.exchange + symbol.symbol + strategyKey] = new Date();
-      this.notifier.send(`[${signal} (${strategyKey})` + `] ${symbol.exchange}:${symbol.symbol} - ${ticker.ask}`);
+      const debugMessage = this.getResultDebugMessage(strategy.options);
+      this.notifier.send(
+        `[${signal} (${strategyKey})] ${symbol.exchange}:${symbol.symbol} - ${ticker.ask} - 
+        Details: ${JSON.stringify(result.getDebug())}`
+      );
 
       // log signal
       this.signalLogger.signal(
@@ -107,10 +113,12 @@ module.exports = class TickListener {
 
     const strategyKey = strategy.strategy;
 
-    let context = StrategyContext.create(strategy.options, ticker);
+    const lastSignalKey = strategyKey + symbol.exchange + symbol.symbol;
+
+    let context = StrategyContext.create(strategy.options, ticker, false);
     const position = await this.exchangeManager.getPosition(symbol.exchange, symbol.symbol);
     if (position) {
-      context = StrategyContext.createFromPosition(strategy.options, ticker, position);
+      context = StrategyContext.createFromPosition(strategy.options, ticker, position, false);
     }
 
     const result = await this.strategyManager.executeStrategy(
@@ -131,17 +139,38 @@ module.exports = class TickListener {
       await this.placeStrategyOrders(placedOrder, symbol);
     }
 
-    const signal = result.getSignal();
+    let signal = result.getSignal();
     if (!signal || typeof signal === 'undefined') {
       return;
     }
 
-    if (!['close', 'short', 'long'].includes(signal)) {
+    if (!['close', 'short', 'long', 'reverse'].includes(signal)) {
       throw Error(`Invalid signal: ${JSON.stringify(signal, strategy)}`);
     }
 
+    // First update the signal for cases where it's not reverse
+    tradeLastSignal[lastSignalKey] = signal;
+
+    let isReverse = false;
+    let nextSignal;
+
+    if (signal === 'reverse') {
+      isReverse = true;
+
+      const lastSignal = tradeLastSignal[lastSignalKey];
+
+      if (lastSignal !== undefined) {
+        nextSignal = lastSignal === 'short' ? 'long' : 'short';
+        // This signal is a close
+        signal = 'close';
+        result.emptyPlaceOrder();
+        // Override it for the next reversal if any.
+        tradeLastSignal[lastSignalKey] = nextSignal;
+      }
+    }
+
     const signalWindow = moment()
-      .subtract(_.get(symbol, 'trade.signal_slowdown_minutes', 15), 'minutes')
+      .subtract(_.get(symbol, 'trade.signal_slowdown_minutes', strategy.options.trade_signal_slowdown || 15), 'minutes')
       .toDate();
 
     const noteKey = symbol.exchange + symbol.symbol;
@@ -153,7 +182,12 @@ module.exports = class TickListener {
     this.logger.info(
       [new Date().toISOString(), signal, strategyKey, symbol.exchange, symbol.symbol, ticker.ask].join(' ')
     );
-    this.notifier.send(`[${signal} (${strategyKey})] ${symbol.exchange}:${symbol.symbol} - ${ticker.ask}`);
+
+    const debugMessage = this.getResultDebugMessage(strategy.options);
+    this.notifier.send(
+      `[${signal} (${strategyKey})] ${symbol.exchange}:${symbol.symbol} - ${ticker.ask} ${debugMessage}`
+    );
+
     this.signalLogger.signal(
       symbol.exchange,
       symbol.symbol,
@@ -168,6 +202,14 @@ module.exports = class TickListener {
     this.notified[noteKey] = new Date();
 
     await this.pairStateManager.update(symbol.exchange, symbol.symbol, signal);
+
+    if (isReverse) {
+      await this.pairStateManager.update(symbol.exchange, symbol.symbol, nextSignal);
+
+      this.notifier.send(
+        `[${nextSignal} (${strategyKey})] ${symbol.exchange}:${symbol.symbol} - ${ticker.ask} ${debugMessage}`
+      );
+    }
   }
 
   async placeStrategyOrders(placedOrder, symbol) {
@@ -299,4 +341,8 @@ module.exports = class TickListener {
     const number = Math.ceil(new Date().getTime() / interval) * interval;
     return new Date(number).getTime() - new Date().getTime();
   }
+
+  getResultDebugMessage(result) {
+    return result && result.message ? result.message : '';
+  }
 };
diff --git a/src/modules/order/order_calculator.js b/src/modules/order/order_calculator.js
index 81e11c8a7..395581b8c 100644
--- a/src/modules/order/order_calculator.js
+++ b/src/modules/order/order_calculator.js
@@ -23,8 +23,9 @@ module.exports = class OrderCalculator {
     const exchange = this.exchangeManager.get(exchangeName);
 
     let amountAsset = capital.getAsset();
+    // TOOO fix this
     let amountCurrency = balancePercent
-      ? (exchange.getTradableBalance() * balancePercent) / 100
+      ? (exchange.getTradeableBalance('USDT') * balancePercent) / 100
       : capital.getCurrency();
 
     if (!amountAsset && !amountCurrency) {
diff --git a/src/modules/orders/orders_http.js b/src/modules/orders/orders_http.js
index 211290462..90eead900 100644
--- a/src/modules/orders/orders_http.js
+++ b/src/modules/orders/orders_http.js
@@ -65,6 +65,8 @@ module.exports = class OrdersHttp {
     let ourOrder;
     if (order.type && order.type === 'stop') {
       ourOrder = Order.createStopOrder(res[1], order.side, orderPrice, orderAmount);
+    } else if (order.type && order.type === 'market') {
+      ourOrder = Order.createMarketOrder(res[1], orderAmount);
     } else {
       ourOrder = Order.createLimitPostOnlyOrder(res[1], order.side, orderPrice, orderAmount);
     }
diff --git a/src/modules/pairs/pair_state_execution.js b/src/modules/pairs/pair_state_execution.js
index 466e925d2..267d930e2 100644
--- a/src/modules/pairs/pair_state_execution.js
+++ b/src/modules/pairs/pair_state_execution.js
@@ -41,7 +41,7 @@ module.exports = class PairStateExecution {
   async onSellBuyPair(pairState) {
     const position = await this.exchangeManager.getPosition(pairState.exchange, pairState.symbol);
 
-    if (position) {
+    if (position && position.getSide() === pairState.getState()) {
       pairState.clear();
       this.logger.debug(
         `block ${pairState.getState()} order; open position:${JSON.stringify([pairState.exchange, pairState.symbol])}`
@@ -60,8 +60,12 @@ module.exports = class PairStateExecution {
         ])}`
       );
 
+      if (position) {
+        // If we have open position and we want to switch short/long, we need to add position size to order size
+        pairState.options = pairState.options || {};
+        pairState.options.positionAmount = position.getAmount();
+      }
       const exchangeOrder = await this.pairStateExecuteOrder(pairState);
-
       if (exchangeOrder) {
         if (exchangeOrder.shouldCancelOrderProcess()) {
           // check if we need to to cancel the process
@@ -272,6 +276,10 @@ module.exports = class PairStateExecution {
       return;
     }
 
+    if (options.positionAmount) {
+      orderSize = parseFloat(orderSize) + Math.abs(options.positionAmount);
+    }
+
     // inverse price for short
     if (side === 'short') {
       orderSize *= -1;
diff --git a/src/modules/pairs/pair_state_manager.js b/src/modules/pairs/pair_state_manager.js
index ab631be00..a1f2c68a7 100644
--- a/src/modules/pairs/pair_state_manager.js
+++ b/src/modules/pairs/pair_state_manager.js
@@ -13,7 +13,7 @@ module.exports = class PairStateManager {
     this.pairInterval = pairInterval || new PairInterval();
   }
 
-  update(exchange, symbol, state, options = {}) {
+  update(exchange, symbol, state, options = { market: true }) {
     if (!['long', 'close', 'short', 'cancel'].includes(state)) {
       this.logger.error(`Invalidate state: ${state}`);
       throw new Error(`Invalidate state: ${state}`);
diff --git a/src/modules/repository/signal_repository.js b/src/modules/repository/signal_repository.js
index fae9dcc4f..58afacdc4 100644
--- a/src/modules/repository/signal_repository.js
+++ b/src/modules/repository/signal_repository.js
@@ -5,7 +5,7 @@ module.exports = class SignalRepository {
 
   getSignals(since) {
     return new Promise(resolve => {
-      const stmt = this.db.prepare('SELECT * from signals where income_at > ? order by income_at DESC LIMIT 100');
+      const stmt = this.db.prepare('SELECT * from signals where income_at > ? order by income_at DESC LIMIT 1000');
       resolve(stmt.all(since));
     });
   }
diff --git a/src/modules/services.js b/src/modules/services.js
index 95040b276..3bc1af6da 100644
--- a/src/modules/services.js
+++ b/src/modules/services.js
@@ -27,6 +27,7 @@ const CandlestickRepository = require('../modules/repository/candlestick_reposit
 const StrategyManager = require('./strategy/strategy_manager');
 const ExchangeManager = require('./exchange/exchange_manager');
 
+const { combine, timestamp, label, printf } = format;
 const Trade = require('../modules/trade');
 const Http = require('../modules/http');
 const Backtest = require('../modules/backtest');
@@ -63,6 +64,7 @@ const CoinbasePro = require('../exchange/coinbase_pro');
 const Noop = require('../exchange/noop');
 const Bybit = require('../exchange/bybit');
 const FTX = require('../exchange/ftx');
+const ccxt = require('ccxt');
 
 const ExchangeCandleCombine = require('../modules/exchange/exchange_candle_combine');
 const CandleExportHttp = require('../modules/system/candle_export_http');
@@ -123,26 +125,89 @@ let throttler;
 const parameters = {};
 
 module.exports = {
+  getMarkets: async (key, secret) => {
+    const ccxtClient = (this.ccxtClient = new ccxt.binance({
+      apiKey: key,
+      key: secret
+    }));
+
+    const markets = await ccxtClient.fetchMarkets();
+
+    return markets.filter(
+      market =>
+        market.quote === 'USDT' &&
+        market.spot &&
+        market.active &&
+        market.type === 'spot' &&
+        market.info.isSpotTradingAllowed
+    );
+  },
+
   boot: async function(projectDir) {
     parameters.projectDir = projectDir;
 
+    try {
+      config = JSON.parse(fs.readFileSync(`${parameters.projectDir}/conf.json`, 'utf8'));
+    } catch (e) {
+      throw new Error(`Invalid conf.json file. Please check: ${String(e)}`);
+    }
+
     try {
       instances = require(`${parameters.projectDir}/instance`);
     } catch (e) {
       throw new Error(`Invalid instance.js file. Please check: ${String(e)}`);
     }
 
+    const strategies = [
+      // {
+      //   strategy: 'Price changed',
+      //   interval: '1m',
+      //   options: {
+      //     period: '1m',
+      //     message: 'Price changed 6% in 5m',
+      //     thresholdPercentage: 0.06,
+      //     compareCandle: 5
+      //   }
+      // },
+      // {
+      //   strategy: 'Price changed',
+      //   interval: '15m',
+      //   options: {
+      //     period: '15m',
+      //     message: 'Price changed 8% in 15m',
+      //     thresholdPercentage: 0.08,
+      //     compareCandle: 1
+      //   }
+      // },
+      // {
+      //   strategy: 'Price changed',
+      //   interval: '15m',
+      //   options: {
+      //     period: '15m',
+      //     message: 'Price changed 15% in 1h',
+      //     thresholdPercentage: 0.15,
+      //     compareCandle: 4
+      //   }
+      // }
+    ];
+
+    // const markets = await this.getMarkets(config.exchanges.binance.key, config.exchanges.binance.secret);
+    // markets.forEach(pair => {
+    //   instances.symbols.push({
+    //     symbol: pair.id,
+    //     periods: ['15m'],
+    //     exchange: 'binance',
+    //     feesPerTrade: 0.04,
+    //     state: 'watch',
+    //     strategies: strategies
+    //   });
+    // });
+
     // boot instance eg to load pairs external
     if (typeof instances.init === 'function') {
       await instances.init();
     }
 
-    try {
-      config = JSON.parse(fs.readFileSync(`${parameters.projectDir}/conf.json`, 'utf8'));
-    } catch (e) {
-      throw new Error(`Invalid conf.json file. Please check: ${String(e)}`);
-    }
-
     this.getDatabase();
   },
 
@@ -155,7 +220,7 @@ module.exports = {
     myDb.pragma('journal_mode = WAL');
 
     myDb.pragma('SYNCHRONOUS = 1;');
-    myDb.pragma('LOCKING_MODE = EXCLUSIVE;');
+    // myDb.pragma('LOCKING_MODE = EXCLUSIVE;');
 
     return (db = myDb);
   },
@@ -202,7 +267,11 @@ module.exports = {
       return candleStickImporter;
     }
 
-    return (candleStickImporter = new CandleImporter(this.getCandlestickRepository()));
+    return (candleStickImporter = new CandleImporter(
+      this.getCandlestickRepository(),
+      this.getNotifier(),
+      this.getLogger()
+    ));
   },
 
   getCreateOrderListener: function() {
@@ -303,15 +372,19 @@ module.exports = {
       return logger;
     }
 
+    const myFormat = printf(({ level, message, timestamp }) => {
+      return `${timestamp} ${level}: ${message}`;
+    });
+
     logger = createLogger({
-      format: format.combine(format.timestamp(), format.json()),
+      format: format.combine(format.timestamp(), myFormat),
       transports: [
         new transports.File({
           filename: `${parameters.projectDir}/var/log/log.log`,
           level: 'debug'
         }),
         new transports.Console({
-          level: 'error'
+          level: 'info'
         }),
         new WinstonSqliteTransport({
           level: 'debug',
@@ -378,6 +451,9 @@ module.exports = {
       this.getTechnicalAnalysisValidator(),
       this.getExchangeCandleCombine(),
       this.getLogger(),
+      this.getNotifier(),
+      this.getExchangeManager(),
+      this.getConfig(),
       parameters.projectDir
     ));
   },
@@ -716,7 +792,7 @@ module.exports = {
     return mail.createTransport({
       host: config.notify.mail.server,
       port: config.notify.mail.port,
-      secure: config.notify.mail.port == 465 ? true : false,
+      secure: config.notify.mail.port === 465,
       auth: {
         user: config.notify.mail.username,
         pass: config.notify.mail.password
diff --git a/src/modules/strategy/dict/signal_result.js b/src/modules/strategy/dict/signal_result.js
index 8247bf17b..de3c35625 100644
--- a/src/modules/strategy/dict/signal_result.js
+++ b/src/modules/strategy/dict/signal_result.js
@@ -14,7 +14,7 @@ module.exports = class SignalResult {
   }
 
   setSignal(signal) {
-    if (!['long', 'short', 'close'].includes(signal)) {
+    if (!['long', 'short', 'close', 'reverse'].includes(signal)) {
       throw `Invalid signal:${signal}`;
     }
 
@@ -53,6 +53,10 @@ module.exports = class SignalResult {
     return this.placeOrders;
   }
 
+  emptyPlaceOrder() {
+    this.placeOrders = [];
+  }
+
   static createSignal(signal, debug = {}) {
     const result = new SignalResult();
 
diff --git a/src/modules/strategy/strategy_manager.js b/src/modules/strategy/strategy_manager.js
index ac112cd47..a31594ada 100644
--- a/src/modules/strategy/strategy_manager.js
+++ b/src/modules/strategy/strategy_manager.js
@@ -12,12 +12,23 @@ const SignalResult = require('./dict/signal_result');
 const Position = require('../../dict/position');
 
 module.exports = class StrategyManager {
-  constructor(technicalAnalysisValidator, exchangeCandleCombine, logger, projectDir) {
+  constructor(
+    technicalAnalysisValidator,
+    exchangeCandleCombine,
+    logger,
+    notifier,
+    exchangeManager,
+    config,
+    projectDir
+  ) {
     this.technicalAnalysisValidator = technicalAnalysisValidator;
     this.exchangeCandleCombine = exchangeCandleCombine;
     this.projectDir = projectDir;
 
     this.logger = logger;
+    this.notifier = notifier;
+    this.exchangeManager = exchangeManager;
+    this.config = config;
     this.strategies = undefined;
   }
 
@@ -226,9 +237,20 @@ module.exports = class StrategyManager {
           validateLookbacks &&
           !this.technicalAnalysisValidator.isValidCandleStickLookback(lookbacks[exchange].slice(), period)
         ) {
-          this.logger.info(
-            `Strategy skipped: outdated candle sticks: ${JSON.stringify([period, strategyName, exchange, symbol])}`
-          );
+          const message = `Strategy skipped: outdated candle sticks: ${JSON.stringify([
+            period,
+            strategyName,
+            exchange,
+            symbol
+          ])}`;
+          this.logger.info(message);
+          if (this.notifier) {
+            this.notifier.send(message);
+            this.exchangeManager.get(exchange).setupSymbol({
+              symbol: symbol,
+              periods: [period]
+            });
+          }
 
           // stop current run
           return {};
diff --git a/src/modules/system/candle_importer.js b/src/modules/system/candle_importer.js
index 6d5e0ed7d..2e2445ce9 100644
--- a/src/modules/system/candle_importer.js
+++ b/src/modules/system/candle_importer.js
@@ -1,29 +1,36 @@
 const _ = require('lodash');
 
 module.exports = class CandleImporter {
-  constructor(candlestickRepository) {
+  constructor(candlestickRepository, notifier, logger) {
     this.candlestickRepository = candlestickRepository;
     this.trottle = {};
     this.promises = [];
+    this.logger = logger;
+    this.notifier = notifier;
 
     setInterval(async () => {
-      const candles = Object.values(this.trottle);
-      this.trottle = {};
+      try {
+        const candles = Object.values(this.trottle);
+        this.trottle = {};
 
-      const promises = this.promises.slice();
-      this.promises = [];
+        const promises = this.promises.slice();
+        this.promises = [];
 
-      // on init we can have a lot or REST api we can have a lot of candles
-      // reduce database locking time by split them
-      if (candles.length > 0) {
-        for (const chunk of _.chunk(candles, 1000)) {
-          await this.insertCandles(chunk);
+        // on init we can have a lot or REST api we can have a lot of candles
+        // reduce database locking time by split them
+        if (candles.length > 0) {
+          for (const chunk of _.chunk(candles, 1000)) {
+            await this.insertCandles(chunk);
+          }
         }
-      }
 
-      promises.forEach(resolve => {
-        resolve();
-      });
+        promises.forEach(resolve => {
+          resolve();
+        });
+      } catch (e) {
+        this.logger.info(`Error on interval: ${e}`);
+        this.notifier.send(`Error on interval: ${e}`);
+      }
     }, 1000 * 5);
   }
 
@@ -59,6 +66,9 @@ module.exports = class CandleImporter {
       resolve = res;
     });
 
-    return { promise, resolve };
+    return {
+      promise,
+      resolve
+    };
   }
 };
diff --git a/src/modules/trade.js b/src/modules/trade.js
index def7ef70f..813a6f949 100644
--- a/src/modules/trade.js
+++ b/src/modules/trade.js
@@ -50,15 +50,11 @@ module.exports = class Trade {
       process.exit();
     });
 
-    const instanceId = crypto.randomBytes(4).toString('hex');
-
     const notifyActivePairs = this.instances.symbols.map(symbol => {
       return `${symbol.exchange}.${symbol.symbol}`;
     });
 
-    const message = `Start: ${instanceId} - ${os.hostname()} - ${os.platform()} - ${moment().format()} - ${notifyActivePairs.join(
-      ', '
-    )}`;
+    const message = `Signals bot restarted - ${moment().format()} - Pairs active: ${notifyActivePairs.join(', ')}`;
 
     this.notify.send(message);
 
@@ -104,7 +100,7 @@ module.exports = class Trade {
     });
 
     eventEmitter.on('orderbook', function(orderbookEvent) {
-      // console.log(orderbookEvent.orderbook)
+      console.log(orderbookEvent.orderbook);
     });
 
     eventEmitter.on('order', async event => me.createOrderListener.onCreateOrder(event));
diff --git a/src/notify/telegram.js b/src/notify/telegram.js
index 7e74f7484..94ea260a6 100644
--- a/src/notify/telegram.js
+++ b/src/notify/telegram.js
@@ -1,3 +1,5 @@
+const promiseRetry = require('promise-retry');
+
 module.exports = class Telegram {
   constructor(telegraf, config, logger) {
     this.telegraf = telegraf;
@@ -12,9 +14,28 @@ module.exports = class Telegram {
       this.logger.error('Telegram: No chat id given');
       return;
     }
-    this.telegraf.telegram.sendMessage(chatId, message).catch(err => {
-      this.logger.error(`Mailer: ${JSON.stringify(err)}`);
-      console.log(err);
-    });
+
+    const me = this;
+
+    promiseRetry(
+      function(retry, number) {
+        return me.telegraf.telegram.sendMessage(chatId, message).catch(function(err) {
+          if (err.code === 429) {
+            retry(err);
+          }
+
+          throw err;
+        });
+      },
+      {
+        minTimeout: 3000
+      }
+    ).then(
+      function() {},
+      function(err) {
+        me.logger.error(`Mailer: ${JSON.stringify(err)}`);
+        console.log(err);
+      }
+    );
   }
 };
diff --git a/src/utils/indicators.js b/src/utils/indicators.js
index c58cf7b94..20b1cbfa8 100644
--- a/src/utils/indicators.js
+++ b/src/utils/indicators.js
@@ -12,7 +12,7 @@ const percent = require('percent');
  * @param arraySize
  * @returns {Array}
  */
-function zigzag (ticks, deviation = 5, arraySize = -1) {
+function zigzag(ticks, deviation = 5, arraySize = -1) {
   // Determines percent deviation in price changes, presenting frequency and volatility in deviation. Also helps determine trend reversals.
   // Read more: http://stockcharts.com/school/doku.php?id=chart_school:technical_indicators:zigzag
   // arraySize = -1, calculate ZigZag for all ticks
@@ -133,9 +133,28 @@ function executeTulindIndicator(source, indicator, tulindOptions) {
 
 module.exports = {
   // indicators which source is Candles
-  sourceCandle: ['cci', 'pivot_points_high_low', 'obv', 'ao', 'mfi', 'stoch', 'vwma', 'atr', 'adx', 'volume_profile', 'volume_by_price', 'ichimoku_cloud', 'zigzag', 'wicked', 'heikin_ashi', 'psar', 'hma'],
-
-  bb: (source, indicator) => 
+  sourceCandle: [
+    'cci',
+    'pivot_points_high_low',
+    'obv',
+    'ao',
+    'mfi',
+    'stoch',
+    'vwma',
+    'atr',
+    'adx',
+    'adx_dmi',
+    'volume_profile',
+    'volume_by_price',
+    'ichimoku_cloud',
+    'zigzag',
+    'wicked',
+    'heikin_ashi',
+    'psar',
+    'hma'
+  ],
+
+  bb: (source, indicator) =>
     executeTulindIndicator(source, indicator, {
       options: { length: 20, stddev: 2 },
       results: ['lower', 'middle', 'upper']
@@ -157,12 +176,13 @@ module.exports = {
   atr: (...args) => executeTulindIndicator(...args, { sources: ['high', 'low', 'close'], options: { length: 14 } }),
 
   hma: (source, indicator) => {
-    let candleSource = (indicator.options && indicator.options.source) || 'close'
+    let candleSource = (indicator.options && indicator.options.source) || 'close';
 
     return executeTulindIndicator(source, indicator, {
       sources: [candleSource],
       options: { length: 9 }
-    })},
+    });
+  },
 
   cci: (...args) =>
     executeTulindIndicator(...args, {
@@ -318,18 +338,39 @@ module.exports = {
       };
 
       source.forEach(candle => {
-        input.high.push(candle.high)
-        input.low.push(candle.low)
-      })
+        input.high.push(candle.high);
+        input.low.push(candle.low);
+      });
 
       const { PSAR } = require('technicalindicators');
       resolve({ [indicator.key]: new PSAR(input).getResult() });
     });
   },
 
-  heikin_ashi: function(source, indicator) {
+  adx_dmi: function(source, indicator) {
     return new Promise(resolve => {
+      const { options = {} } = indicator;
 
+      const input = {
+        close: [],
+        high: [],
+        low: [],
+        period: options.period
+      };
+
+      source.forEach(candle => {
+        input.close.push(candle.close);
+        input.high.push(candle.high);
+        input.low.push(candle.low);
+      });
+
+      const { ADX } = require('technicalindicators');
+      resolve({ [indicator.key]: new ADX(input).getResult() });
+    });
+  },
+
+  heikin_ashi: function(source, indicator) {
+    return new Promise(resolve => {
       const { HeikinAshi } = require('technicalindicators');
 
       const input = {
@@ -342,13 +383,13 @@ module.exports = {
       };
 
       source.forEach(candle => {
-        input.close.push(candle.close)
-        input.high.push(candle.high)
-        input.low.push(candle.low)
-        input.open.push(candle.open)
-        input.timestamp.push(candle.time)
-        input.volume.push(candle.volume)
-      })
+        input.close.push(candle.close);
+        input.high.push(candle.high);
+        input.low.push(candle.low);
+        input.open.push(candle.open);
+        input.timestamp.push(candle.time);
+        input.volume.push(candle.volume);
+      });
 
       const f = new HeikinAshi(input);
 
@@ -376,10 +417,10 @@ module.exports = {
     return new Promise(resolve => {
       const { options = {} } = indicator;
       const { length = 200, ranges = 14 } = options;
-      
+
       const { candles2MarketData } = require('./technical_analysis');
       const { VolumeProfile } = require('technicalindicators');
-      const f = new VolumeProfile({ ...candles2MarketData(source, length), noOfBars: ranges })
+      const f = new VolumeProfile({ ...candles2MarketData(source, length), noOfBars: ranges });
 
       resolve({ [indicator.key]: f.getResult() });
     });
@@ -406,9 +447,7 @@ module.exports = {
       let current = minMax[0];
       for (let i = 0; i < ranges; i++) {
         // summarize volume per range
-        const map = lookbackRange
-          .filter(c => c.close >= current && c.close < current + rangeSize)
-          .map(c => c.volume);
+        const map = lookbackRange.filter(c => c.close >= current && c.close < current + rangeSize).map(c => c.volume);
 
         // prevent float / rounding issues on first and last item
         rangeBlocks.push({
@@ -422,8 +461,8 @@ module.exports = {
 
       resolve({ [indicator.key]: [rangeBlocks.reverse()] }); // sort by price; low to high
     });
-  },        
-  
+  },
+
   zigzag: function(source, indicator) {
     // https://stockcharts.com/school/doku.php?id=chart_school:technical_indicators:volume_by_price
     return new Promise(resolve => {
@@ -438,7 +477,7 @@ module.exports = {
       });
       resolve({ [indicator.key]: turningPoints });
     });
-  }, 
+  },
 
   ichimoku_cloud: function(source, indicator) {
     return new Promise(resolve => {
@@ -447,7 +486,8 @@ module.exports = {
 
       const { candles2MarketData } = require('./technical_analysis');
       const { IchimokuCloud } = require('technicalindicators');
-      const f = new IchimokuCloud({ ...candles2MarketData(source, undefined, ['high', 'low']),
+      const f = new IchimokuCloud({
+        ...candles2MarketData(source, undefined, ['high', 'low']),
         conversionPeriod: conversionPeriod,
         basePeriod: basePeriod,
         spanPeriod: spanPeriod,
diff --git a/templates/backtest-pending-results.html.twig b/templates/backtest-pending-results.html.twig
new file mode 100644
index 000000000..cdcb326c0
--- /dev/null
+++ b/templates/backtest-pending-results.html.twig
@@ -0,0 +1,65 @@
+{% extends './layout.html.twig' %}
+
+{% block title %}Backtesting | Crypto Bot{% endblock %}
+
+{% block content %}
+    <!-- Content Wrapper. Contains page content -->
+    <div class="content-wrapper">
+        <!-- Content Header (Page header) -->
+        <section class="content-header">
+            <div class="container">
+                <div class="row mb-2">
+                    <div class="col-sm-6">
+                        <h1>Backtesting</h1>
+                    </div>
+                    <div class="col-sm-6">
+                        <ol class="breadcrumb float-sm-right">
+                            <li class="breadcrumb-item"><a href="{{ '/' }}">Dashboard</a></li>
+                            <li class="breadcrumb-item active">Backtesting</li>
+                        </ol>
+                    </div>
+                </div>
+            </div><!-- /.container-fluid -->
+        </section>
+        <!-- /.Content Header (Page header) -->
+
+        <!-- Main content -->
+        <div class="content">
+            <div class="container">
+                <h3>Waiting results for backtest id {{ key }}</h3>
+            </div><!-- /.container-fluid -->
+        </div>
+        <!-- /.content -->
+    </div>
+    <!-- /.content-wrapper -->
+
+{% endblock %}
+
+{% block javascript %}
+<script src="/js/backtest-form.js?v={{ asset_version() }}"></script>
+<script>
+var ready = false;
+const intervalId = setInterval(call, 2000);
+function call() {
+      $.ajax({
+        type: "GET",
+        url: '/backtest/{{ key }}',
+        dataType: "json",
+        success: function(data, textStatus) {
+          ready = data.ready;
+          if (data.ready === true) {
+            clearInterval(intervalId);
+            window.location.href = '/backtest/result/{{ key }}'
+          }
+        }
+    })
+};
+
+</script>
+
+<script src="https://cdnjs.cloudflare.com/ajax/libs/chosen/1.8.7/chosen.jquery.min.js" integrity="sha512-rMGGF4wg1R73ehtnxXBt5mbUfN9JUJwbk21KMlnLZDJh7BkPmeovBuddZCENJddHYYMkCh9hPFnPmS9sspki8g==" crossorigin="anonymous"></script>
+{% endblock %}
+
+{% block stylesheet %}
+    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/chosen/1.8.7/chosen.min.css" integrity="sha512-yVvxUQV0QESBt1SyZbNJMAwyKvFTLMyXSyBHDO4BG5t7k/Lw34tyqlSDlKIrIENIzCl+RVUNjmCPG+V/GMesRw==" crossorigin="anonymous" />
+{% endblock %}
diff --git a/templates/backtest_submit.html.twig b/templates/backtest_submit.html.twig
index adcb33512..24b0d2170 100644
--- a/templates/backtest_submit.html.twig
+++ b/templates/backtest_submit.html.twig
@@ -34,7 +34,8 @@
                     <div class="col-md-12">
                         <div class="card">
                             <div class="card-header">
-                                <h3 class="card-title">Summary <span class="text-muted"> - {{ start|date('y-m-d H:i:s') }} - {{ end|date('y-m-d H:i:s') }}</span></h3>
+{#                                <h3 class="card-title">Summary <span class="text-muted"> - {{ start|date('y-m-d H:i:s') }} - {{ end|date('y-m-d H:i:s') }}</span></h3>#}
+                                <h3 class="card-title">Summary <span class="text-muted"> - {{ start }} - {{ end }}</span></h3>
                             </div>
                             <!-- /.card-header -->
                             <div class="card-body">
@@ -45,7 +46,7 @@
                             <!-- /.card-body -->
                         </div>
                         <!-- /.card -->
-                        
+
                         <div class="card">
                             <div class="card-header">
                                 <h3 class="card-title">Chart</h3>
@@ -83,10 +84,14 @@
                             </div>
                             <!-- /.card-header -->
                             <div class="card-body table-responsive p-0">
-                                {% include 'components/backtest_table.html.twig' with {
-                                    'rows': rows,
-                                    'extra_fields': extra_fields,
-                                } only %}
+                                {% if rows|length < 3000 %}
+                                    {% include 'components/backtest_table.html.twig' with {
+                                        'rows': rows,
+                                        'extra_fields': extra_fields,
+                                    } only %}
+                                {% else %}
+                                    <span style="margin: 10px">Too many rows detected, rendering process skipped.</span>
+                                {% endif %}
                             </div>
                             <!-- /.card-body -->
                         </div>
diff --git a/templates/backtest_submit_multiple.html.twig b/templates/backtest_submit_multiple.html.twig
index d5b0ba4b2..310eb6a8a 100644
--- a/templates/backtest_submit_multiple.html.twig
+++ b/templates/backtest_submit_multiple.html.twig
@@ -43,6 +43,30 @@
                                     'summary': backtest.result.summary
                                 } only %}
                             </div>
+                            <div class="card-header">
+                                <h3 class="card-title">Chart</h3>
+                            </div>
+                            <!-- /.card-header -->
+                            <div class="card-body table-responsive p-0">
+                                <div class="chart" data-candles="{{ backtest.result.candles|e('html') }}" data-title="{{ backtest.result.configuration.exchange }} - {{ backtest.result.configuration.symbol }} - {{ backtest.result.strategy }} - {{ backtest.result.configuration.period }} - espend.de"></div>
+                            </div>
+                            <!-- /.card-body -->
+                            <!-- /.card -->
+                            <div class="card-header">
+                                <h3 class="card-title">Signals</h3>
+                            </div>
+                            <!-- /.card-header -->
+                            <div class="card-body table-responsive p-0">
+                                {% if backtest.result.signals|length > 0 %}
+                                    {% include 'components/backtest_table.html.twig' with {
+                                        'rows': backtest.result.signals,
+                                        'extra_fields': backtest.result.extra_fields,
+                                    } only %}
+                                {% else %}
+                                    <p class="text-muted text-center">No signals given</p>
+                                {% endif %}
+                            </div>
+                            <!-- /.card-body -->
                         </div>
                     </div>
                     {% endfor %}
diff --git a/templates/base.html.twig b/templates/base.html.twig
index 7abf9fe92..f159d19e3 100644
--- a/templates/base.html.twig
+++ b/templates/base.html.twig
@@ -131,6 +131,7 @@
 {% endblock content %}
 
 {% block javascript %}
+
 <script>
     $(function () {
         $('[data-toggle="tooltip"]').tooltip()
diff --git a/templates/components/backtest_summary.html.twig b/templates/components/backtest_summary.html.twig
index 355a2aae8..ef14252ce 100644
--- a/templates/components/backtest_summary.html.twig
+++ b/templates/components/backtest_summary.html.twig
@@ -17,6 +17,14 @@
                     {{ summary.finalCapital }} $
                 </td>
             </tr>
+            <tr>
+                <td>
+                    Net Fees
+                </td>
+                <td>
+                    {{ summary.netFees|round(2) }} $
+                </td>
+            </tr>
             <tr>
                 <td>
                     Net Return on Investment
@@ -27,10 +35,18 @@
             </tr>
             <tr>
                 <td>
-                    Sharpe Ratio
+                    Net Return on Long transactions
+                </td>
+                <td class="{{ summary.cumulativePnlLongs > 0 ? 'text-success' : 'text-danger' }}">
+                    {{ summary.cumulativePnlLongs }} $
                 </td>
+            </tr>
+            <tr>
                 <td>
-                    {{ summary.sharpeRatio }}
+                    Net Return on Short transactions
+                </td>
+                <td class="{{ summary.cumulativePnlShorts > 0 ? 'text-success' : 'text-danger' }}">
+                    {{ summary.cumulativePnlShorts }} $
                 </td>
             </tr>
         </table>
@@ -38,6 +54,14 @@
 
     <div class="col-md-6">
         <table class="table table-bordered table-sm table-hover backtest-table">
+            <tr>
+                <td>
+                    Sharpe Ratio
+                </td>
+                <td>
+                    {{ summary.sharpeRatio }}
+                </td>
+            </tr>
             <tr>
                 <td>
                     Average Return Per Trade
diff --git a/templates/components/backtest_table.html.twig b/templates/components/backtest_table.html.twig
index aa1dc6437..138c3ee36 100644
--- a/templates/components/backtest_table.html.twig
+++ b/templates/components/backtest_table.html.twig
@@ -21,7 +21,7 @@
             <td class="no-wrap">{{ row.price|default }}</td>
             <td class="no-wrap">
                 {% if row.profit is defined %}
-                    <span class="{{ row.profit > 0 ? 'text-success' : 'text-danger' }} {{ row.result.signal|default == 'close' ? ' font-weight-bold' : '' }}">{{ row.profit|round(2) }} %</span>
+                    <span class="{{ row.profit > 0 ? 'text-success' : 'text-danger' }} {{ row.result._signal|default == 'close' ? ' font-weight-bold' : '' }}">{{ row.profit|round(2) }} %</span>
                 {% endif %}
 
                 {% if row.lastPriceClosed is defined %}
@@ -30,11 +30,11 @@
             </td>
             <td>
                 {% if row.result is defined %}
-                    {% if row.result.signal == 'long' %}
+                    {% if row.result._signal == 'long' %}
                         <i class="fas fa-chevron-circle-up text-success"></i>
-                    {% elseif row.result.signal == 'short' %}
+                    {% elseif row.result._signal == 'short' %}
                         <i class="fas fa-chevron-circle-down text-danger"></i>
-                    {% elseif row.result.signal == 'close' %}
+                    {% elseif row.result._signal == 'close' %}
                         <i class="fa fa-times"></i>
                     {% endif %}
                 {% endif %}
@@ -63,6 +63,8 @@
                     <td class="{{ color|default }}">{{ column.value }}</td>
                 {% elseif column.type == 'icon' %}
                     <td class="text-{{ column.value }}">{% if column.value is defined %}<i class="fas fa-circle"></i>{% endif %}</td>
+                {% elseif column.type == 'arrow' %}
+                    <td class="text-{{ column.value }}">{% if column.value is defined %}<i class="fas fa-arrow-{{ column.value }}"></i>{% endif %}</td>
                 {% else %}
                     <td>{{ column.value }}</td>
                 {% endif %}
@@ -76,4 +78,4 @@
         </tr>
     {% endfor %}
     </tbody>
-</table>
\ No newline at end of file
+</table>
diff --git a/templates/orders/orders.html.twig b/templates/orders/orders.html.twig
index 9a4970b16..6a56c6295 100644
--- a/templates/orders/orders.html.twig
+++ b/templates/orders/orders.html.twig
@@ -32,7 +32,8 @@
                             <div class="form-group">
                                 <label for="order_type">Type</label>
                                 <select class="form-control" id="order_type" name="type">
-                                    <option value="limit" {% if form.type is not defined or form.type|default == 'limit' %}selected{% endif %}>limit</option>
+                                    <option value="market" {% if form.type is not defined or form.type|default == 'market' %}selected{% endif %}>market</option>
+                                    <option value="limit" {% if form.type|default == 'limit' %}selected{% endif %}>limit</option>
                                     <option value="stop" {% if form.type|default == 'stop' %}selected{% endif %}>stop</option>
                                 </select>
                             </div>
@@ -202,4 +203,4 @@
         }
     );
 </script>
-{% endblock javascript %}
\ No newline at end of file
+{% endblock javascript %}
diff --git a/templates/tradingview.html.twig b/templates/tradingview.html.twig
index f87e4b888..c110d568f 100644
--- a/templates/tradingview.html.twig
+++ b/templates/tradingview.html.twig
@@ -40,53 +40,80 @@
 <script type="text/javascript" src="https://s3.tradingview.com/tv.js"></script>
 
 
-  <script type="text/javascript">
-  new TradingView.widget(
-    {
-      "autosize": true,
-      "symbol": "{{ symbol }}",
-            "interval": "15",
-            "theme": "Light",
-            "style": "1",
-            "locale": "en",
-            "toolbar_bg": "#f1f3f6",
-            "enable_publishing": false,
-            "allow_symbol_change": true,
-            "container_id": "tradingview",
-            "timezone": Intl.DateTimeFormat().resolvedOptions().timeZone,
-            "studies": [
-                "BB@tv-basicstudies",
-                "CCI@tv-basicstudies",
-                "MACD@tv-basicstudies",
-                "MAExp@tv-basicstudies",
-                "RSI@tv-basicstudies",
-                "StochasticRSI@tv-basicstudies"
-            ],
+<script type="text/javascript">
+  const td = new TradingView.widget(
+  {
+    'autosize': true,
+    'symbol': "{{ symbol }}",
+            'interval': '5',
+            'theme': 'Light',
+            'style': '1',
+            'locale': 'en',
+            'toolbar_bg': '#f1f3f6',
+            'enable_publishing': false,
+            'allow_symbol_change': true,
+            'container_id': 'tradingview',
+            'timezone': Intl.DateTimeFormat().resolvedOptions().timeZone,
+            'studies': [
+                {
+                 'id': 'MAExp@tv-basicstudies',
+                 'inputs': {
+                   'length': 200
+                 }
+               },{
+                 'id': 'MAExp@tv-basicstudies',
+                 'inputs': {
+                   'length': 100
+                 }
+               },{
+                 'id': 'MAExp@tv-basicstudies',
+                 'inputs': {
+                   'length': 24
+                 }
+               },{
+                 'id': 'DM@tv-basicstudies'
+
+               }
+            ]
         }
     );
 
     new TradingView.widget(
         {
-            "autosize": true,
-            "symbol": "{{ symbol }}",
-            "interval": "60",
-            "theme": "Light",
-            "style": "1",
-            "locale": "en",
-            "toolbar_bg": "#f1f3f6",
-            "enable_publishing": false,
-            "allow_symbol_change": true,
-            "container_id": "tradingview_2",
-            "timezone": Intl.DateTimeFormat().resolvedOptions().timeZone,
-            "studies": [
-                "BB@tv-basicstudies",
-                "CCI@tv-basicstudies",
-                "MACD@tv-basicstudies",
-                "MAExp@tv-basicstudies",
-                "RSI@tv-basicstudies",
-                "StochasticRSI@tv-basicstudies"
-            ],
+            'autosize': true,
+            'symbol': "{{ symbol }}",
+            'interval': '60',
+            'theme': 'Light',
+            'style': '1',
+            'locale': 'en',
+            'toolbar_bg': '#f1f3f6',
+            'enable_publishing': false,
+            'allow_symbol_change': true,
+            'container_id': 'tradingview_2',
+            'timezone': Intl.DateTimeFormat().resolvedOptions().timeZone,
+            'studies': [
+               {
+                 'id': 'MAExp@tv-basicstudies',
+                 'inputs': {
+                   'length': 200
+                 }
+               },{
+                 'id': 'MAExp@tv-basicstudies',
+                 // "version": 60,
+                 'inputs': {
+                   'length': 100
+                 }
+               },{
+                 'id': 'MAExp@tv-basicstudies',
+                 // "version": 60,
+                 'inputs': {
+                   'length': 24
+                 }
+               },{
+                 'id': 'DM@tv-basicstudies'
+               }
+            ]
         }
     );
 </script>
-{% endblock javascript %}
\ No newline at end of file
+{% endblock javascript %}
diff --git a/test/modules/order/order_calculator.test.js b/test/modules/order/order_calculator.test.js
index 847ea2f5f..573285465 100644
--- a/test/modules/order/order_calculator.test.js
+++ b/test/modules/order/order_calculator.test.js
@@ -120,7 +120,7 @@ describe('#order size calculation', () => {
       {
         get: () => {
           return {
-            getTradableBalance: () => 100,
+            getTradeableBalance: () => 100,
             calculateAmount: n => n,
             isInverseSymbol: () => true
           };
diff --git a/test/modules/pairs/pair_state_execution.test.js b/test/modules/pairs/pair_state_execution.test.js
index 972eb5d8e..40f0df3c0 100644
--- a/test/modules/pairs/pair_state_execution.test.js
+++ b/test/modules/pairs/pair_state_execution.test.js
@@ -69,6 +69,71 @@ describe('#pair state execution', function() {
     assert.equal(myOrder.hasAdjustedPrice(), false);
   });
 
+  it('test limit open order trigger for long when we have short position', async () => {
+    let myOrder;
+
+    const executor = new PairStateExecution(
+      undefined,
+      {
+        calculateOrderSizeCapital: () => {
+          return 1337;
+        }
+      },
+      {
+        executeOrder: (exchange, order) => {
+          myOrder = order;
+          return undefined;
+        }
+      },
+      undefined
+    );
+
+    await executor.pairStateExecuteOrder(
+      PairState.createLong('exchange', 'BTCUSD', OrderCapital.createAsset(1369), {positionAmount: -1337}, true, () => {})
+    );
+
+    assert.equal(myOrder.symbol, 'BTCUSD');
+    assert.equal(myOrder.side, 'long');
+    assert.equal(myOrder.price, undefined);
+    assert.equal(myOrder.amount, 1337*2);
+    assert.equal(myOrder.type, 'limit');
+    assert.equal(myOrder.options.post_only, true);
+    assert.equal(myOrder.hasAdjustedPrice(), true);
+  });
+
+  
+  it('test limit open order trigger for short when we have long position', async () => {
+    let myOrder;
+
+    const executor = new PairStateExecution(
+      undefined,
+      {
+        calculateOrderSizeCapital: () => {
+          return 1337;
+        }
+      },
+      {
+        executeOrder: (exchange, order) => {
+          myOrder = order;
+          return undefined;
+        }
+      },
+      undefined
+    );
+
+    await executor.pairStateExecuteOrder(
+      PairState.createShort('exchange', 'BTCUSD', OrderCapital.createAsset(1369), {positionAmount: 1337}, true, () => {})
+    );
+
+    assert.equal(myOrder.symbol, 'BTCUSD');
+    assert.equal(myOrder.side, 'short');
+    assert.equal(myOrder.price, undefined);
+    assert.equal(myOrder.amount, -1337*2);
+    assert.equal(myOrder.type, 'limit');
+    assert.equal(myOrder.options.post_only, true);
+    assert.equal(myOrder.hasAdjustedPrice(), true);
+  });
+
   it('test limit open order trigger for short', async () => {
     let myOrder;
 
diff --git a/var/strategies/.gitignore b/var/strategies/.gitignore
deleted file mode 100644
index 7c9d611b5..000000000
--- a/var/strategies/.gitignore
+++ /dev/null
@@ -1,3 +0,0 @@
-*
-!.gitignore
-!README.md
diff --git a/var/strategies/ADX-cross-strategy.js b/var/strategies/ADX-cross-strategy.js
new file mode 100644
index 000000000..2c3ef72e2
--- /dev/null
+++ b/var/strategies/ADX-cross-strategy.js
@@ -0,0 +1,55 @@
+const SignalResult = require('../../src/modules/strategy/dict/signal_result.js');
+
+module.exports = class Dema {
+  getName() {
+    return 'ADX cross strategy';
+  }
+
+  buildIndicator(indicatorBuilder, options) {
+    if (!options.period) {
+      throw Error('Invalid period');
+    }
+
+    indicatorBuilder.add('macd_ext', 'macd_ext', options.period);
+    indicatorBuilder.add('adx_dmi', 'adx_dmi', options.period, {
+      period: options.adx_length
+    });
+  }
+
+  period(indicatorPeriod, options) {
+    const adx = indicatorPeriod.getLatestIndicator('adx_dmi');
+    const lastSignal = indicatorPeriod.getLastSignal();
+    const debug = {
+      lastSignal: lastSignal,
+      adx: adx
+    };
+
+    const signal = SignalResult.createEmptySignal(debug);
+
+    if (adx !== undefined && adx.adx >= options.threshold) {
+      if (adx.pdi > adx.mdi && lastSignal === undefined) {
+        signal.setSignal('long');
+      } else if (adx.pdi < adx.mdi && lastSignal === undefined) {
+        signal.setSignal('short');
+      }
+    } else if (adx !== undefined && adx.adx < options.threshold) {
+      if (lastSignal !== undefined) {
+        signal.setSignal('close');
+      }
+    }
+
+    return signal;
+  }
+
+  getBacktestColumns() {
+    return [];
+  }
+
+  getOptions() {
+    return {
+      period: '15m',
+      threshold: 20,
+      adx_length: 14
+    };
+  }
+};
diff --git a/var/strategies/ADX-cross.js b/var/strategies/ADX-cross.js
new file mode 100644
index 000000000..87bd2efab
--- /dev/null
+++ b/var/strategies/ADX-cross.js
@@ -0,0 +1,50 @@
+const SignalResult = require('../../src/modules/strategy/dict/signal_result.js');
+
+module.exports = class Dema {
+  getName() {
+    return 'ADX cross';
+  }
+
+  buildIndicator(indicatorBuilder, options) {
+    if (!options.period) {
+      throw Error('Invalid period');
+    }
+
+    indicatorBuilder.add('adx_dmi', 'adx_dmi', options.period, {
+      period: options.adx_length
+    });
+  }
+
+  period(indicatorPeriod, options) {
+    const adx = indicatorPeriod.getLatestIndicator('adx_dmi');
+    const lastSignal = indicatorPeriod.getLastSignal();
+    const debug = {
+      lastSignal: lastSignal,
+      adx: adx
+    };
+
+    const signal = SignalResult.createEmptySignal(debug);
+
+    if (adx !== undefined && adx.adx >= options.threshold) {
+      if (adx.pdi > adx.mdi && lastSignal !== 'long') {
+        signal.setSignal('long');
+      } else if (adx.pdi < adx.mdi && lastSignal !== 'short') {
+        signal.setSignal('short');
+      }
+    }
+
+    return signal;
+  }
+
+  getBacktestColumns() {
+    return [];
+  }
+
+  getOptions() {
+    return {
+      period: '15m',
+      threshold: 20,
+      adx_length: 14
+    };
+  }
+};
diff --git a/var/strategies/EMA-cx-stragegy.js b/var/strategies/EMA-cx-stragegy.js
new file mode 100644
index 000000000..6365b7aae
--- /dev/null
+++ b/var/strategies/EMA-cx-stragegy.js
@@ -0,0 +1,90 @@
+const SignalResult = require('../../src/modules/strategy/dict/signal_result.js');
+
+let bullMarket;
+let highestProfit = 0;
+
+module.exports = class Dema {
+  getName() {
+    return 'EMA Cross Strategy';
+  }
+
+  buildIndicator(indicatorBuilder, options) {
+    if (!options.period) {
+      throw Error('Invalid period');
+    }
+
+    indicatorBuilder.add('fastEma', 'ema', options.period, {
+      length: options.fast_ema
+    });
+    indicatorBuilder.add('slowEma', 'ema', options.period, {
+      length: options.slow_ema
+    });
+
+    indicatorBuilder.add('hma', 'hma', options.period, {
+      length: 9
+    });
+
+    indicatorBuilder.add('hma', 'hma', options.period, {
+      length: 100
+    });
+  }
+
+  period(indicatorPeriod) {
+    const fastEma = indicatorPeriod.getLatestIndicator('fastEma');
+    const slowEma = indicatorPeriod.getLatestIndicator('slowEma');
+    const lastSignal = indicatorPeriod.getLastSignal();
+
+    const debug = {
+      fast_ema: fastEma,
+      slow_ema: slowEma,
+      last_signal: lastSignal
+    };
+
+    const signal = SignalResult.createEmptySignal(debug);
+    // trend change
+    if (slowEma > fastEma) {
+      bullMarket = true;
+      if (lastSignal === undefined) {
+        signal.setSignal('long');
+        // } else if (lastSignal === 'short') {
+        //   signal.setSignal('close');
+      }
+    } else if (slowEma <= fastEma) {
+      bullMarket = false;
+      if (lastSignal === undefined) {
+        signal.setSignal('short');
+        // } else if (lastSignal === 'long') {
+        //   signal.setSignal('close');
+      }
+    }
+
+    if (indicatorPeriod.getLastSignal()) {
+      if (indicatorPeriod.getProfit() - highestProfit > 0) {
+        highestProfit = indicatorPeriod.getProfit();
+      } else if (highestProfit - indicatorPeriod.getProfit() > 3) {
+        highestProfit = 0;
+        // take profit
+        signal.addDebug('message', 'TP');
+        signal.setSignal('close');
+      } else if (indicatorPeriod.getProfit() < -3.5) {
+        // stop loss
+        signal.addDebug('message', 'SL');
+        // signal.setSignal('close');
+      }
+    }
+
+    return signal;
+  }
+
+  getBacktestColumns() {
+    return [];
+  }
+
+  getOptions() {
+    return {
+      period: '1h',
+      fast_ema: 14,
+      slow_ema: 200
+    };
+  }
+};
diff --git a/var/strategies/EMA-cx.js b/var/strategies/EMA-cx.js
new file mode 100644
index 000000000..2c54b8d3d
--- /dev/null
+++ b/var/strategies/EMA-cx.js
@@ -0,0 +1,66 @@
+const SignalResult = require('../../src/modules/strategy/dict/signal_result.js');
+
+module.exports = class Dema {
+  getName() {
+    return 'EMA Cross';
+  }
+
+  buildIndicator(indicatorBuilder, options) {
+    if (!options.period) {
+      throw Error('Invalid period');
+    }
+
+    indicatorBuilder.add('fastEma', 'ema', options.period, {
+      length: options.fast_ema
+    });
+    indicatorBuilder.add('slowEma', 'ema', options.period, {
+      length: options.slow_ema
+    });
+  }
+
+  period(indicatorPeriod) {
+    const fastEma = indicatorPeriod.getLatestIndicator('fastEma');
+    const slowEma = indicatorPeriod.getLatestIndicator('slowEma');
+    const lastSignal = indicatorPeriod.getLastSignal();
+
+    const debug = {
+      fast_ema: fastEma,
+      slow_ema: slowEma,
+      last_signal: lastSignal
+    };
+
+    const signal = SignalResult.createEmptySignal(debug);
+    // trend change
+    if (slowEma > fastEma) {
+      if (lastSignal === 'short') {
+        signal.setSignal('close');
+      } else if (lastSignal === 'close') {
+        signal.setSignal('long');
+      } else {
+        signal.setSignal('long');
+      }
+    } else if (slowEma <= fastEma) {
+      if (lastSignal === 'long') {
+        signal.setSignal('close');
+      } else if (lastSignal === 'close') {
+        signal.setSignal('short');
+      } else {
+        signal.setSignal('short');
+      }
+    }
+
+    return signal;
+  }
+
+  getBacktestColumns() {
+    return [];
+  }
+
+  getOptions() {
+    return {
+      period: '1h',
+      fast_ema: 40,
+      slow_ema: 200
+    };
+  }
+};
diff --git a/var/strategies/README.md b/var/strategies/README.md
deleted file mode 100644
index 2a2f74bbc..000000000
--- a/var/strategies/README.md
+++ /dev/null
@@ -1,5 +0,0 @@
-# Strategy folder
-
-Put in your custom strategies here
-
-see `modules/strategy/strategies` for examples
\ No newline at end of file
diff --git a/var/strategies/macd-histogram-filtered.js b/var/strategies/macd-histogram-filtered.js
new file mode 100644
index 000000000..2ea3db0ba
--- /dev/null
+++ b/var/strategies/macd-histogram-filtered.js
@@ -0,0 +1,217 @@
+const SignalResult = require('../../src/modules/strategy/dict/signal_result.js');
+
+const macdBullPeaks = [];
+const macdBearPeaks = [];
+let highestProfit = 0;
+
+let macdPeak = 0;
+
+module.exports = class Macd {
+  getName() {
+    return 'Macd filtered';
+  }
+
+  buildIndicator(indicatorBuilder, options) {
+    if (!options.period) {
+      throw Error('Invalid period');
+    }
+
+    indicatorBuilder.add('macd', 'macd_ext', options.period, options);
+
+    indicatorBuilder.add('emaFast', 'ema', options.period_filter, {
+      length: 40
+    });
+
+    indicatorBuilder.add('emaSlow', 'ema', options.period_filter, {
+      length: 10
+    });
+
+    indicatorBuilder.add('psar', 'psar', options.period, {
+      step: 0.02,
+      max: 0.02
+    });
+  }
+
+  period(indicatorPeriod, options) {
+    const emaSlowFull = indicatorPeriod.getIndicator('emaSlow');
+    const macdFull = indicatorPeriod.getIndicator('macd');
+    const emaFastFull = indicatorPeriod.getIndicator('emaFast');
+    const psarFull = indicatorPeriod.getIndicator('psar');
+
+    if (!macdFull || !emaSlowFull || !emaFastFull || !psarFull || macdFull.length < 2 || emaSlowFull.length < 2) {
+      return undefined;
+    }
+
+    const emaFast = emaFastFull.slice(-1)[0];
+    const emaSlow = emaSlowFull.slice(-1)[0];
+    const macd = macdFull.slice(-2);
+    const psar = psarFull.slice(-1)[0];
+
+    // overall trend filter
+    const long = emaFast >= emaSlow;
+
+    const lastSignal = indicatorPeriod.getLastSignal();
+
+    const debug = {
+      emaSlow: emaSlow,
+      emaFast: emaFast,
+      psar: psar,
+      histogram: macd[0].histogram,
+      last_signal: lastSignal,
+      long: long
+    };
+
+    const current = macd[0].histogram;
+    const before = macd[1].histogram;
+
+    if (lastSignal === undefined) {
+      if (long) {
+        if (current > macdPeak) {
+          macdPeak = current;
+        }
+
+        if (
+          macdBullPeaks.length > 2 &&
+          macdPeak > this.median(macdBullPeaks) &&
+          macdPeak * options.histogram_threshold > current
+        ) {
+          // long {if (before < 0 && current > 0) {
+          this.addBullMacd(macdPeak);
+          macdPeak = 0;
+          return SignalResult.createSignal('long', debug);
+        }
+
+        if (before < 0 && current > 0) {
+          this.addBullMacd(macdPeak);
+          macdPeak = 0;
+          return SignalResult.createEmptySignal(debug);
+        }
+      } else {
+        // short
+
+        if (current < macdPeak) {
+          macdPeak = current;
+        }
+
+        if (
+          macdBearPeaks.length > 2 &&
+          macdPeak < this.median(macdBearPeaks) &&
+          macdPeak * options.histogram_threshold < current
+        ) {
+          this.addBearMacd(macdPeak);
+          macdPeak = 0;
+          return SignalResult.createSignal('short', debug);
+        }
+
+        if (before > 0 && current < 0) {
+          this.addBearMacd(macdPeak);
+          macdPeak = 0;
+          return SignalResult.createEmptySignal(debug);
+        }
+      }
+    }
+
+    if (indicatorPeriod.getLastSignal()) {
+      if (psarFull.length > 0) {
+        if (indicatorPeriod.getLastSignal() === 'short' && psar > indicatorPeriod.getPrice()) {
+          const signalResult = SignalResult.createSignal('close', debug);
+          // take profit
+          signalResult.addDebug('message', 'PSAR cross');
+          return signalResult;
+        }
+
+        if (indicatorPeriod.getLastSignal() === 'long' && psar < indicatorPeriod.getPrice()) {
+          const signalResult = SignalResult.createSignal('close', debug);
+          // take profit
+          signalResult.addDebug('message', 'PSAR cross');
+          return signalResult;
+        }
+      }
+
+      // if (indicatorPeriod.getProfit() - highestProfit > 0) {
+      //   highestProfit = indicatorPeriod.getProfit();
+      // } else if (highestProfit - indicatorPeriod.getProfit() > options.take_profit) {
+      //   highestProfit = 0;
+      //   const signalResult = SignalResult.createSignal('close', debug);
+      //   // take profit
+      //   signalResult.addDebug('message', 'TP');
+      //   return signalResult;
+      // } else
+
+      if (indicatorPeriod.getProfit() < -options.stop_loss) {
+        // stop loss
+        const signalResult = SignalResult.createSignal('close', debug);
+        signalResult.addDebug('message', 'SL');
+        return signalResult;
+      }
+    }
+
+    return SignalResult.createEmptySignal(debug);
+  }
+
+  getBacktestColumns() {
+    return [
+      {
+        label: 'trend',
+        value: row => {
+          if (typeof row.long !== 'boolean') {
+            return undefined;
+          }
+
+          return row.long === true ? 'up' : 'down';
+        },
+        type: 'arrow'
+      },
+      {
+        label: 'histogram',
+        value: 'histogram',
+        type: 'histogram'
+      }
+    ];
+  }
+
+  median(values) {
+    if (values.length === 0) return 0;
+
+    values.sort(function(a, b) {
+      return a - b;
+    });
+
+    const half = Math.floor(values.length / 2);
+
+    if (values.length % 2) {
+      return values[half];
+    }
+
+    return (values[half - 1] + values[half]) / 2.0;
+  }
+
+  addBullMacd(value) {
+    if (macdBullPeaks.length === 51) {
+      macdBullPeaks.shift();
+    }
+
+    macdBullPeaks.push(value);
+  }
+
+  addBearMacd(value) {
+    if (macdBearPeaks.length === 51) {
+      macdBearPeaks.shift();
+    }
+
+    macdBearPeaks.push(value);
+  }
+
+  getOptions() {
+    return {
+      period: '5m',
+      period_filter: '1h',
+      default_ma_type: 'EMA',
+      fast_period: 30,
+      slow_period: 100,
+      take_profit: 1,
+      stop_loss: 0.4,
+      histogram_threshold: 0.2
+    };
+  }
+};
diff --git a/var/strategies/macd-unfiltered.js b/var/strategies/macd-unfiltered.js
new file mode 100644
index 000000000..b13ae1609
--- /dev/null
+++ b/var/strategies/macd-unfiltered.js
@@ -0,0 +1,106 @@
+const SignalResult = require('../../src/modules/strategy/dict/signal_result.js');
+
+module.exports = class Macd {
+  getName() {
+    return 'macd unfiltered';
+  }
+
+  buildIndicator(indicatorBuilder, options) {
+    if (!options.period) {
+      throw Error('Invalid period');
+    }
+
+    indicatorBuilder.add('macd', 'macd_ext', options.period, options);
+
+    indicatorBuilder.add('hma', 'hma', options.period, {
+      length: 9
+    });
+
+    indicatorBuilder.add('sma200', 'sma', options.period, {
+      length: 200
+    });
+  }
+
+  period(indicatorPeriod) {
+    const sma200Full = indicatorPeriod.getIndicator('sma200');
+    const macdFull = indicatorPeriod.getIndicator('macd');
+    const hmaFull = indicatorPeriod.getIndicator('hma');
+
+    if (!macdFull || !sma200Full || !hmaFull || macdFull.length < 2 || sma200Full.length < 2) {
+      return undefined;
+    }
+
+    const hma = hmaFull.slice(-1)[0];
+    const sma200 = sma200Full.slice(-1)[0];
+    const macd = macdFull.slice(-2);
+
+    // overall trend filter
+    const long = hma >= sma200;
+
+    const lastSignal = indicatorPeriod.getLastSignal();
+
+    const current = macd[0].histogram;
+    const before = macd[1].histogram;
+
+    const debug = {
+      sma200: sma200[0],
+      histogram: macd[0].histogram,
+      last_signal: lastSignal,
+      before: before,
+      current: current,
+      long: long
+    };
+
+    // trend change
+    if ((lastSignal === 'long' && before > 0 && current < 0) || (lastSignal === 'short' && before < 0 && current > 0)) {
+      return SignalResult.createSignal('reverse', debug);
+    }
+
+    if (before < 0 && current > 0) {
+      return SignalResult.createSignal('long', debug);
+    }
+
+    if (before > 0 && current < 0) {
+      return SignalResult.createSignal('short', debug);
+    }
+
+    // if (indicatorPeriod.getProfit() < -1.5) {
+    //   // stop loss
+    //   const signalResult = SignalResult.createSignal('close', debug);
+    //   signalResult.addDebug('message', 'SL');
+    //   return signalResult;
+    // }
+    return SignalResult.createEmptySignal(debug);
+  }
+
+  getBacktestColumns() {
+    return [
+      {
+        label: 'trend',
+        value: row => {
+          if (typeof row.long !== 'boolean') {
+            return undefined;
+          }
+
+          return row.long === true ? 'success' : 'danger';
+        },
+        type: 'icon'
+      },
+      {
+        label: 'histogram',
+        value: 'histogram',
+        type: 'histogram'
+      }
+    ];
+  }
+
+  getOptions() {
+    return {
+      period: '15m',
+      default_ma_type: 'MA',
+      fast_period: 12,
+      slow_period: 26,
+      signal_period: 9
+    };
+  }
+};
diff --git a/var/strategies/price-change-signal.js b/var/strategies/price-change-signal.js
new file mode 100644
index 000000000..b93f1a619
--- /dev/null
+++ b/var/strategies/price-change-signal.js
@@ -0,0 +1,56 @@
+const SignalResult = require('../../src/modules/strategy/dict/signal_result.js');
+
+module.exports = class Dema {
+  getName() {
+    return 'Price changed';
+  }
+
+  buildIndicator(indicatorBuilder, options) {
+    if (!options.period) {
+      throw Error('Invalid period');
+    }
+
+    indicatorBuilder.add('sma200', 'sma', options.period, {
+      length: 200
+    });
+  }
+
+  period(indicatorPeriod, options) {
+    const allCandles = indicatorPeriod.getIndicator('candles');
+    const lastCandle = indicatorPeriod.getLatestIndicator('candles');
+    const compareCandleIndex =
+      options.compareCandle > allCandles.length ? 0 : allCandles.length - options.compareCandle - 1;
+    const compareCandle = allCandles[compareCandleIndex];
+
+    const debug = {
+      lastCandle: lastCandle,
+      compareCandle: compareCandle,
+      compareCandleIndex: compareCandleIndex
+    };
+
+    const pricePercentage = lastCandle.close * options.thresholdPercentage;
+    const signal = SignalResult.createEmptySignal(debug);
+
+    if (compareCandle !== undefined) {
+      if (compareCandle.close * 1 + pricePercentage <= lastCandle.high) {
+        signal.setSignal('long');
+      } else if (compareCandle.close * 1 - compareCandle.close >= lastCandle.low) {
+        signal.setSignal('short');
+      }
+    }
+
+    return signal;
+  }
+
+  getBacktestColumns() {
+    return [];
+  }
+
+  getOptions() {
+    return {
+      period: '1m',
+      compareCandle: 60,
+      thresholdPercentage: 0.05
+    };
+  }
+};
diff --git a/web/static/js/trades.vue b/web/static/js/trades.vue
index 3ebf5c0d7..2b643de16 100644
--- a/web/static/js/trades.vue
+++ b/web/static/js/trades.vue
@@ -10,14 +10,14 @@
           <thead>
           <tr>
             <th scope="col" title="Exchange">E</th>
+            <th scope="col" title="Side">S</th>
             <th scope="col">Symbol</th>
-            <th scope="col">Amount</th>
-            <th scope="col">Currency</th>
             <th scope="col">Profit</th>
             <th scope="col">Entry</th>
+            <th scope="col">Amount</th>
+            <th scope="col">Currency</th>
             <th scope="col">Updated</th>
             <th scope="col">Created</th>
-            <th scope="col" title="Side">S</th>
             <th scope="col" title="Action">A</th>
           </tr>
 
@@ -25,18 +25,11 @@
           <tbody>
           <tr v-for='position in positions' :key="`${position.exchange}-${position.position.symbol}`">
             <td><img :src="`/img/exchanges/${position.exchange}.png`" :alt="position.exchange" :title="position.exchange" width="16px" height="16px"></td>
-            <td><a target="blank" :href="'/tradingview/' + position.exchange + ':' + position.position.symbol">{{ position.position.symbol }}</a></td>
-            <td v-bind:class="{ 'text-success': position.position.amount > 0, 'text-danger': position.position.amount < 0 }">
-              {{ position.position.amount }}
-            </td>
             <td>
-              <template v-if="!!position.currency">
-                {{ position.currency|filter_price }}
-              </template>
-              <template v-if="!!position.currencyProfit">
-                <span class="text-muted"> / {{ position.currencyProfit|filter_price }}</span>
-              </template>
+              <i v-if="position.position.side === 'short'" class="fas fa-chevron-circle-down text-danger" title="short"></i>
+              <i v-if="position.position.side === 'long'" class="fas fa-chevron-circle-up text-success" title="long"></i>
             </td>
+            <td><a target="blank" :href="'/tradingview/' + position.exchange + ':' + position.position.symbol">{{ position.position.symbol }}</a></td>
             <td>
             <span v-if="typeof position.position.profit !== 'undefined'" v-bind:class="{ 'text-success': position.position.profit >= 0, 'text-danger': position.position.profit < 0 }">
               {{ position.position.profit|round(2) }} %
@@ -47,6 +40,17 @@
                 {{ position.position.entry|filter_price }}
               </template>
             </td>
+            <td v-bind:class="{ 'text-success': position.position.amount > 0, 'text-danger': position.position.amount < 0 }">
+              {{ position.position.amount }}
+            </td>
+            <td>
+              <template v-if="!!position.currency">
+                {{ position.currency|filter_price }}
+              </template>
+              <template v-if="!!position.currencyProfit">
+                <span class="text-muted"> / {{ position.currencyProfit|filter_price }}</span>
+              </template>
+            </td>
             <td>
               <template v-if="!!position.position.updatedAt">
                 {{ position.position.updatedAt|date('d.m.y H:i') }}
@@ -57,10 +61,6 @@
                 {{ position.position.createdAt|date('d.m.y H:i') }}
               </template>
             </td>
-            <td>
-              <i v-if="position.position.side === 'short'" class="fas fa-chevron-circle-down text-danger" title="short"></i>
-              <i v-if="position.position.side === 'long'" class="fas fa-chevron-circle-up text-success" title="long"></i>
-            </td>
             <td style="white-space: nowrap;padding: 0;">
               <form :action="'/pairs/' + position.exchange + '-' + position.position.symbol" method="post">
                 <button style="padding: 0 0 0 3px;" name="action" value="close" data-toggle="tooltip"