wkirgsn / deep-pmsm
Estimate intrinsic Permanent Magnet Synchronous Motor temperatures with deep recurrent and convolutional neural networks.
☆16Updated 5 years ago
Alternatives and similar repositories for deep-pmsm:
Users that are interested in deep-pmsm are comparing it to the libraries listed below
- Estimate intrinsic Permanent Magnet Synchronous Motor temperatures with deep recurrent and convolutional neural networks.☆56Updated 3 years ago
- Thermal Neural Networks - Learn dynamic thermal networks from data. Application demo on an electric motor.☆44Updated 11 months ago
- Demonstration examples of the Deep Q Direct Torque Control algorithm for permanent magnet synchronous motors☆14Updated last year
- Simulink models of power electronics and electric motor drive circuits☆14Updated 7 years ago
- A Control Toolbox for a PM Synchronous Motor☆24Updated 7 years ago
- Edge Reinforcement Learning for Motor Control☆13Updated 8 months ago
- ☆15Updated 3 years ago
- This is the code and data for the IEEE TPEL paper "Parameter Estimation of Power Electronic Converters with Physics-informed Machine Lear…☆60Updated 6 months ago
- ee498 Project for Model Predictive Control application for a wind turbine generator. Current Control is carried for the stator side of t…☆30Updated 6 years ago
- FOC control of a PMSM motor with Luenberger estimator and Kalman filter. The purpose of these is to estimate the load torque.☆34Updated 2 years ago
- This is a project to forecast Fuel Cell Performance☆15Updated 3 years ago
- PhD Course: Advanced Control in Electrical Energy Conversion (Politecnico di Torino 2017)☆12Updated last year
- Motor Efficiency Improvements With Optimized Control Parameters☆20Updated last year
- DRL-based Fast Balance Charging Optimization for lithium-ion Batteries☆17Updated 3 months ago
- Meta Reinforcement Learning-Based CurrentControl of Permanent Magnet Synchronous MotorDrives for a Wide Range of Power Classes☆19Updated 2 years ago
- Matlab Dynamics and Control☆41Updated 2 years ago
- A collection of papers and code on fuel cell techniques and its application in distributed energy systems and mobility.☆26Updated 3 years ago
- ☆28Updated 3 years ago
- This repository contains the MATLAB/Simulink source code to reproduce the experiments presented in the book: "Introduction to Microcontro…☆80Updated last year
- Simulation of performance and efficinecy of a hybrid electric vehicle☆32Updated 7 years ago
- FOC control of a PMSM motor including a Sliding Mode Load Observer (SMO).☆22Updated 3 years ago
- MATLAB Tool for Multi-Objective Optimization☆59Updated last month
- RL for battery fast-charging☆17Updated 3 years ago
- ☆17Updated 2 years ago
- Matlab code to run an EKF for monitoring battery temperature using impedance measurements☆35Updated 8 years ago
- Master Thesis for the MSc Sustainable Energy Futures, Imperial College London☆16Updated 7 years ago
- 永磁同步电机的Matlab仿真代码☆15Updated 4 years ago
- Motor Drive and Grid Converter Simulator in Python☆163Updated last week
- The dataset is generated by P2D model for Li-ion battery, the out put will be the degradation of battery during charging.☆27Updated 7 years ago
- Winning solution to the IEEE PELS MagNet challenge 2023 (1st Place Model Performance Category)☆11Updated 6 months ago