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MATBOX is an open-source MATLAB toolbox dedicated to microstructure analsyis of porous/heterogeneous materials
Created 2020-07-01
112 commits to master branch, last one 9 months ago
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...
Created 2023-08-03
8 commits to main branch, last one about a year ago
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).
Created 2022-09-22
56 commits to main branch, last one 7 months ago
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 ...
Created 2022-01-10
8 commits to master branch, last one about a year ago
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...
Created 2023-12-21
48 commits to main branch, last one 9 months ago
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...
Created 2024-01-03
61 commits to main branch, last one 10 months ago