lithium-ion-batteries topic
MATBOX_Microstructure_analysis_toolbox
MATBOX is an open-source MATLAB toolbox dedicated to microstructure analsyis of porous/heterogeneous materials
li-charger
Arduino firmware for a Lithium-Ion battery charger
LSTM-GANS-RUL-Prediction-for-Lithium-ion-Bateries
This paper summarizes a deep learning-based approach with an LSTM trained on the widely used Oxford battery degradation dataset and the help of generative adversarial networks (GANS).
open-lithium-bms
Gerbers, BOM, and Schematics for Open UpCell [1S]
EA_Battery_SPMparameterization
Electrochemical lithium-ion battery model of reduced-order to predict unmeasurable cell states for fast charging control in real time. Methods for parameterization of the model based on half and full...
RUL_prediction
The project focused on "Battery Remaining Useful Life (RUL) Prediction using a Data-Driven Approach with a Hybrid Deep Model combining Convolutional Neural Networks (CNN) and Long-Short Term Memory (L...
Battery-State-of-Charge-Estimation
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...
Battery-SoC-Estimation
Data and code for the paper 'Estimating Battery State-of-Charge within 1% using Machine Learning and Physics-based Models' (SAE'23)
3-mode-bluetooth-robot
A robot car developed using Arduino that can operate in 3 modes - Manual, Automatic and Voice. The car is controlled wirelessly via Bluetooth with an android app developed using MIT App Inventor.
State-of-Health-Estimation-of-Electric-Vehicle-Batteries-Using-DeTransformer
Deep learning of lithium-ion battery SOH using the DeTransformer model learns the aging characteristics of the battery and then makes predictions about the battery SOH in order to monitor the health o...