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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

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

Robot manipulators are articulated mechanical systems composed of links connected by joints. The dynamic equations of a robot manipulator can be obtained from Newton's equations of motion or, via Lagrange's equations. Here we considered a robot manipulator of 2 degrees of freedom (2-DOF) using the Lagrangian approach.

  • Updated Oct 24, 2023
  • MATLAB

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