Skip to content

Latest commit

 

History

History
21 lines (12 loc) · 997 Bytes

README.md

File metadata and controls

21 lines (12 loc) · 997 Bytes

BMS-Optimizer-Charge-Discharge-Algorithm

Overview The Battery Charge/Discharge Control Algorithm is a smart Battery Management System (BMS) designed to optimize charging and discharging cycles for lithium-ion batteries. This project simulates charge/discharge processes using real-world battery data and includes safety mechanisms to ensure optimal battery performance and protection against over-voltage, under-voltage, and temperature extremes.

Features

  1. Charge/Discharge Control: Efficient constant current (CC) and constant voltage (CV) charging phases.

  2. Safety Mechanisms: Monitors voltage and temperature for over/under-voltage protection.

  3. SOC Estimation: Calculates real-time State of Charge (SOC) using current and voltage data.

  4. Real Data Integration: Validates algorithms using real battery data (CSV/Excel).

  5. Visualization: Plots voltage, current, and SOC to analyze performance.

Technologies Used Programming Language: Python

Libraries: Pandas, NumPy, Matplotlib