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This repository contains the required files to conduct the required simulations and obtain the results presented in the paper "Electric Vehicle Charging Station Based on Wind Energy: Evaluation of …

MATLAB 6 Updated Jul 13, 2023

Redox flow battery project within the doctoral thesis developed at the Institute of Robotics and Informatics (IRI)

MATLAB 11 2 Updated Mar 26, 2023

State of charge (SOC), State of Health (SOH) Estimation using Machine learning algorithms such as Linear regression, random forest, support vector machine, ANN, CNN

Jupyter Notebook 54 7 Updated Nov 30, 2025

An Informer-LSTM model for State-of-Charge Estimation of Lithium-Ion Batteries

Python 137 11 Updated Aug 3, 2023

基于LSTM的时间序列预测研究

Python 3,525 770 Updated Dec 14, 2022

Estimation of the State of Charge (SOC) of Lithium-ion batteries using Deep LSTMs.

Jupyter Notebook 172 38 Updated Dec 21, 2023

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系scutjy2015@163.com 版权所有,违权必究 Tan 2018.06

JavaScript 56,965 15,980 Updated Jun 26, 2024

A Kalman Filter that estimates the state of charge of 2 Li-ion cells

Python 83 36 Updated May 4, 2019

Battery state of charge estimation using kalman filter in Matlab

MATLAB 393 109 Updated Apr 12, 2024

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…

Jupyter Notebook 18,527 4,432 Updated Aug 7, 2024

Python USB library to control Rigol DS1000z and DS2072a oscilloscopes.

Python 19 17 Updated Apr 2, 2019

Python library for interfacing with Rigol DS1000Z series oscilloscopes.

Python 25 7 Updated Mar 26, 2023

Capture the display of a Rigol DS1000Z series oscilloscope by LAN only, using LXI SCPI commands. No USB, no VISA, no IVI and no Rigol drivers are required.

Python 219 55 Updated Jul 30, 2022