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influence of zone ARX model on the MPC performance #87

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YangyangFu opened this issue Nov 19, 2021 · 0 comments
Open

influence of zone ARX model on the MPC performance #87

YangyangFu opened this issue Nov 19, 2021 · 0 comments
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YangyangFu commented Nov 19, 2021 •
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The zone temperature model or power model have influences on the MPC control performance for sure.
But it is not the case:

  1. the smaller the NRMSE is, the better the MPC control performance is

The ultimate question is:

  1. what is a good error function for training MPC?

This issue documents the a zone model with a prediction error of ~0.7C leads to terrible control performance for some specific days.

Use this branch debug87_zoneModel_mpcPerformance to investigate.
@YangyangFu YangyangFu pinned this issue Nov 19, 2021
@terrancelu92 terrancelu92 unpinned this issue Dec 10, 2021
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