Alternatives and similar repositories for battery-state-estimation

Users that are interested in battery-state-estimation are comparing it to the libraries listed below

• standing-o / SoH_estimation_of_Lithium-ion_battery
  State of health (SOH) prediction for Lithium-ion batteries using regression and LSTM
  ☆286Updated last year
• Ranjith0203 / Battery-Internal-States-Estimation
  State of charge (SOC), State of Health (SOH) Estimation using Machine learning algorithms such as Linear regression, random forest, suppo…
  ☆57Updated 2 months ago
• Lipenghua-CQ / CNN-ASTLSTM
  Code for paper "An end-to-end neural network framework for SOH estimation and RUL prediction of lithium battery"
  ☆122Updated 4 years ago
• marvinatorrr / SOH-estimation
  Lithium ion battery state of health estimation and remaining useful life prediction using ELM
  ☆62Updated 4 years ago
• psanabriaUC / BatteryDatasetImplementation
  Implementation of a model that predicts the SoH of batteries using the NASA Battery Dataset
  ☆132Updated 6 years ago
• Maruthi-prasanth / Battery-Health-Prophecy
  This project analyzes NASA's battery datasets to predict the State of Health (SOH) by extracting Health Indices (HI’s) and conducting cor…
  ☆14Updated 2 years ago
• wang-fujin / SOHbenchmark
  A code library and benchmark study on SOH estimation of lithium-ion battery
  ☆175Updated 2 years ago
• BatICM / battery-charging-data-of-on-road-electric-vehicles
  This repository is transfered from the personal account of Dr. Zhognwei Deng (Michael Teng)
  ☆92Updated 10 months ago
• sautee / battery-state-of-charge-estimation
  Predict battery state of charge (SOC) using machine learning + Streamlit web app.
  ☆84Updated 2 years ago
• VaibhavBhujade / RUL-of-Lithium-Ion-Battery
  Prediction of RUL of Lithium ion battery
  ☆65Updated 5 years ago
• KiKi0016 / 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 pre…
  ☆62Updated 2 years ago
• MichaelBosello / battery-rul-estimation
  Remaining Useful Life (RUL) estimation of Lithium-ion batteries using deep LSTMs
  ☆196Updated 2 years ago
• PotatoSpudowski / RUL-and-SOH-estimation-of-Lithium-ion-satellite-power-systems-using-support-vector-regression
  Pipeline to identify remaining useful life of Li-ion batteries using SVR to forecast end of life.
  ☆107Updated 4 years ago
• Zigarov / SoC-Estimation-SVR
  Example of Machine Learning application: State of Charge estimation of a battery using SVR
  ☆30Updated 6 years ago
• sileneer / NRP_2022_EEE12
  LSTM and GRU model to predict the SOH of the batteries
  ☆70Updated 5 months ago
• Obish / LSTM-and-SVR-on-Battery-SOH-
  ☆11Updated 4 years ago
• hilbert-qyw / Soc-SoH-Estimation-Li-ion-Python
  1. SoC and SoH estimation of Li-ion Batteries 2. Establishing serial port communication for receiving data. 3. Estimation, manipulating a…
  ☆67Updated 4 years ago
• Tianyou-Bai / NASA_Li-ion_Battery_SOH_Prediction_with_MVIP-Trans
  This research provides a prognostic framework for off-line SOH estimation of Li-ion battery. With a CNN-Transformer architecture, this pr…
  ☆109Updated 2 years ago
• DariusRoman / Machine-learning-pipeline-for-battery-state-of-health-estimation
  Code for "Machine learning pipeline for battery state-of-health estimation"
  ☆75Updated 4 years ago
• huzaifi18 / RUL_prediction
  The project focused on "Battery Remaining Useful Life (RUL) Prediction using a Data-Driven Approach with a Hybrid Deep Model combining Co…
  ☆108Updated last year
• ikumpli / 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 h…
  ☆69Updated last year
• KeiLongW / synthetic-battery-data
  Generation of synthetic battery operation data using a generative adversarial network (GAN) and a state-of-charge (SOC) estimator.
  ☆27Updated 3 years ago
• batteryrul / battery_rul_early_prediction
  This is the code for battery RUL early prediction
  ☆33Updated 4 years ago
• pnpsuM / SOH_Est_CNN-LSTM
  2022-2 Capstone design, SOH Estimation Using Combined CNN-LSTM Model
  ☆25Updated last year
• ArpanBiswas99 / 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), Convoluti…
  ☆61Updated 2 years ago
• ShreyaShinde25 / Data-Driven-Modelling-of-Lithium-ion-batteries
  Developed a data-driven prognostic model using the Long short-term memory (LSTM) algorithm to predict the state of charge (SoC) and stat…
  ☆55Updated 3 years ago
• wang-fujin / Battery-dataset-preprocessing-code-library
  A code library for reading and preprocessing public battery dataset
  ☆143Updated 3 months ago
• sophierahn / LiB-SOH-prediction
  A prediction model to estimate the state of health (SOH) of a lithium-ion battery (LiB) in real-time based on temperature, voltage, and c…
  ☆34Updated 3 years ago
• alishbaimran / Attention-based-CNN-BiLSTM-Battery-SOH-Prediction
  Attention-based CNN-BiLSTM for SOH prediction of lithium-ion batteries
  ☆147Updated 2 years ago
• iacopomarri / ML-strategies-for-SoH_Estimation-and-RUL_prediction-for-lithium-ion-batteries
  Repository for my thesis work about state of health estimation and remaining useful life prediction using ML techniques
  ☆23Updated 2 years ago