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CAN (Controller Area Network) bus system to simulate transmitter and receiver signals between the powertrain and ECU (Electric Control Unit) of the vehicles with MATLAB/Simulink Vehicle Network Toolbox

  • Updated Jul 31, 2023
  • MATLAB

In this repo SARSA, DDPG and REINFORCE with baseline (AC) agents are developed in tensorflow (python) and interact with a Simulink model for training. A ROS bridge is created for this scope. At the end of training the networks could be used as controller when TRAIN is set to False. OpenAI gym is used to test networks capability to learn.

  • Updated May 3, 2022
  • Jupyter Notebook
battery-modeling-solutions-with-simscape-and-measured-data

本サンプルモデルでは、リチウムイオンバッテリーの各種設計方法について、具体的な設計方法を紹介します。 1. 等価回路モデリングとパラメータ推定 2. バッテリーパックのモデリング 3. セルバランス制御の設計とコード生成 4. 機械学習、深層学習を用いたバッテリー残寿命推定とアルゴリズムの実装

  • Updated Sep 27, 2022
  • MATLAB

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