基于机器学习方法的锂离子电池剩余寿命预测
☆44Feb 23, 2025Updated last year
Alternatives and similar repositories for lb
Users that are interested in lb are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Battery Cycle Life Prediction. vloong 电池寿命预测精度排名第二方案.☆29Aug 2, 2022Updated 3 years ago
- 基于数据驱动的锂电池SOH估计和RUL预测☆19Nov 4, 2023Updated 2 years ago
- Machine learning based RUL prediction of lithium ion battery☆14Mar 11, 2023Updated 3 years ago
- 锂电池SOH估计算法☆27Aug 23, 2021Updated 4 years ago
- Battery state of charge prediction based on machine learning algorithm for competition☆27Nov 4, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Predicting the remaining useful life (RUL) and state of health (SOH) of batteries using LSTMs☆41Dec 5, 2023Updated 2 years ago
- Using the CGCNN transfer learning model to pridict the voltages of many kinds of metal-ion battery electrodes☆11Aug 23, 2022Updated 3 years ago
- 这是我关于使用深度学习方法去评估锂电池健康状态(SOH)的一点点工作,对象是NASA的锂电池容量衰退数据集,分析了加入锂电池运行的可监测数据对SOH的影响☆67Mar 6, 2025Updated last year
- ☆15Jun 19, 2024Updated last year
- Supervised Regression using SVR and Neural Networks for Early Prediction of End-of-Life in Lithium-ion Batteries☆11Dec 24, 2023Updated 2 years ago
- ☆51Jan 30, 2023Updated 3 years ago
- A collection of tools I created related to the molecular simulations package RASPA.☆12Dec 4, 2023Updated 2 years ago
- Identification of the Dominant Recombination Process for Perovskite Solar Cells Based on Machine Learning☆16Oct 27, 2020Updated 5 years ago
- ☆15Jul 24, 2024Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- "Lithium-Ion Battery Life Prediction Based on Initial Stage-Cycles Using Machine Learning"--PCA Model☆10Jan 19, 2020Updated 6 years ago
- Predicting new perovskites with ensemble Machine Learning algorithms☆16Nov 8, 2025Updated 5 months ago
- Modification of RASPA2 code for GC-TMMC simulations☆13Apr 18, 2024Updated last year
- A hybrid approach using physical information (PI) lightweight temporal convolutional neural networks (PI-TCN) for remaining useful life (…☆29Sep 13, 2022Updated 3 years ago
- Uncertainty estimation of the state of charge for a Lithium-ion battery (Panasonic CGR-17500) calculated using the direct voltage mapping…☆24Nov 8, 2024Updated last year
- 几种RUL预测模型实验☆13Aug 3, 2020Updated 5 years ago
- AIM (Adsorption Integrated Modules) is a collection of MATLAB based GUI modules for adsorption isotherm based fixed bed process modelling☆17Nov 14, 2025Updated 5 months ago
- Predict the band gap energy for inorganic materials☆19Apr 21, 2024Updated last year
- An LSTM based neural network to predict RUL of Li-ion battery.☆21Mar 18, 2022Updated 4 years ago
- Deploy open-source AI quickly and easily - Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- TCN-LSTM Motor Vibration Fault Diagnosis Model☆41Aug 8, 2024Updated last year
- Physics-informed neural network trained to provide the evolution of lithium concentration in active material particles in both electrodes…☆22Apr 30, 2024Updated last year
- PACMOF is a small and easy to use python library that uses machine Learning to quickly estimate partial atomic charges in metal-organic …☆17Feb 21, 2024Updated 2 years ago
- ☆20Jun 3, 2022Updated 3 years ago
- Real-time prediction of Battery SoC in UAVs: A Machine Learning Perspective☆18Sep 27, 2025Updated 6 months ago
- Logistic Regression, ANN, CNN and RNN implemented using Pytorch☆15Jan 31, 2020Updated 6 years ago
- ☆20Aug 11, 2021Updated 4 years ago
- Heat capacity predictor for porous materials☆14Jun 13, 2024Updated last year
- The project focused on "Battery Remaining Useful Life (RUL) Prediction using a Data-Driven Approach with a Hybrid Deep Model combining Co…☆112Jun 3, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆14Aug 6, 2021Updated 4 years ago
- This repository is transfered from the personal account of Dr. Zhognwei Deng (Michael Teng)☆21May 14, 2025Updated 11 months ago
- Long Short-Term Memory for Estimating State of Charge of Lithium Polymer Battery☆37Nov 27, 2021Updated 4 years ago
- Porosity analysis tool☆19Oct 22, 2021Updated 4 years ago
- Prediction of battery lifetimes based on a Recurrent Neural Network (RNN) architecture. Data publicly available here: https://doi.org/10.…☆22Jan 7, 2020Updated 6 years ago
- A repository to hold forcefields for molecular mechanics calculations with RASPA☆17Mar 27, 2025Updated last year
- Rul prediction of lithium-ion batteries based on MMMe model,Details can be found in the paper “A MLP-Mixer and Mixture of Expert Model fo…☆27May 29, 2023Updated 2 years ago