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battery-state-of-charge-estimation sautee

9

57

unknown

2

Predict battery state of charge (SOC) using machine learning + Streamlit web app.

tensorflow battery-soc deep-learning state-of-charge machine-learning streamlit-webapp

Created 2022-12-05

60 commits to main branch, last one about a year ago

Battery_ECM_Parameter_Estimation aminnjf19

3

36

unknown

1

A software tool to online identification of lithium-ion battery equivalent circuit model parameters

state-of-charge polynomial-fitting ecm-dynamic-architecture equivalent-circuit-model battery-parameter-estimation

Created 2023-04-21

10 commits to main branch, last one about a year ago

Battery-State-of-Charge-Estimation ArpanBiswas99

1

27

mit

1

This repository contains code for estimating the State of Charge (SoC) of LG HG2 batteries using Fully Connected Network (FCN), Convolutional Neural Network (CNN), and Long Short-Term Memory (LSTM) mo...

cnn dnn fcn lstm optuna battery state-of-charge deep-neural-networks lstm-neural-networks lithium-ion-batteries

Created 2024-01-03

61 commits to main branch, last one 11 months ago