基于机器学习方法的锂离子电池剩余寿命预测
☆50Feb 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 4 years ago
- A MATLAB project focusing on 注意事项, 项目结构, 锂离子电池寿命预测及影响分析, 使用方法.☆15Sep 26, 2024Updated last year
- 锂离子电池寿命预测项目☆17Nov 21, 2025Updated 10 months ago
- 基于数据驱动的锂电池SOH估计和RUL预测☆19Nov 4, 2023Updated 2 years ago
- 2023年创新组赛题一:基于数据驱动的动力电池健康状态评估与剩余寿命预测☆29May 27, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Machine learning based RUL prediction of lithium ion battery☆14Mar 11, 2023Updated 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☆74Mar 6, 2025Updated last year
- Remaining Useful Life Prediction of Lithium-ion Batteries☆18Aug 6, 2023Updated 3 years ago
- 锂电池SOH估计算法☆29Aug 23, 2021Updated 5 years ago
- Battery state of charge prediction based on machine learning algorithm for competition☆28Nov 4, 2022Updated 3 years ago
- Transformer-Based Diffusion Probabilistic Model to predict the Remaining Useful Life (RUL) of Lithium-ion batteries☆34Mar 5, 2025Updated last year
- Predicting the remaining useful life (RUL) and state of health (SOH) of batteries using LSTMs☆43Dec 5, 2023Updated 2 years ago
- 新能源汽车应用场景,基于Python,通过神经网络训练锂离子电池使用相关数据,预测电池当前最大容量☆48Nov 5, 2019Updated 6 years ago
- a python package for energy systems modeling and optimization☆30Nov 20, 2025Updated 10 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- This project implements a battery management system (BMS) that uses a deep neural network (DNN) to predict the state of charge (SOC) of a…☆17May 8, 2023Updated 3 years ago
- Professional Battery RUL Prediction System with Advanced Machine Learning - Predicting Remaining Useful Life (RUL) and State of Performan…☆16Jul 21, 2025Updated last year
- Using particle filtering algorithm to estimate the residual life of lithium ion batteries, the university of Maryland public data set is …☆35Sep 19, 2023Updated 3 years ago
- MATLAB solver for the deformation of an elastic half-space based on the Boundary Element Method (BEM)☆15Nov 21, 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 4 years ago
- The code is for the paper "Ma et al. A Two-Stage Integrated Method for Early Prediction of Remaining Useful Life of Lithium-ion Batteries…☆36Sep 27, 2022Updated 3 years ago
- To achieve better SOH estimation with low computational complexity, a fractional-order model considering aging mechanism and electrolyte …☆13Nov 6, 2023Updated 2 years ago
- A universal Sentaurus Workbench automated simulation and parameter optimization tool that combines DeepSeek AI and swbpy2, supporting Sen…☆29Apr 22, 2025Updated last year
- V-cycle Multigrid method for 2D Poisson Equation☆13Oct 30, 2015Updated 10 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Gaussian Process-based Online Health Monitoring and Fault Analysis of Lithium-Ion Battery Systems from Field Data☆51Jan 7, 2025Updated last year
- 武汉理工大学硕博论文LaTeX模板☆18Jan 21, 2024Updated 2 years ago
- 使用改进的GAN去生成数据,并使用生成的数据去训练LSTM网络,从而提高预测电池SOH的准确率☆75May 15, 2022Updated 4 years ago
- Analysis for NASA data sets☆203May 12, 2024Updated 2 years ago
- State of health (SOH) prediction for Lithium-ion batteries using regression and LSTM☆316Jan 12, 2025Updated last year
- ☆11Apr 4, 2022Updated 4 years ago
- Identification of the Dominant Recombination Process for Perovskite Solar Cells Based on Machine Learning☆16Oct 27, 2020Updated 5 years ago
- "Lithium-Ion Battery Life Prediction Based on Initial Stage-Cycles Using Machine Learning"--Deep Neural Model☆46Jan 19, 2020Updated 6 years ago
- This notebook presents a pipeline to process raw data files of battery cycling and the prediction of their useful life before the degrada…☆14Apr 20, 2021Updated 5 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Accelerating Defect Prediction in Semiconductors Using Graph Neural Networks☆16Dec 9, 2024Updated last year
- ☆53Jan 30, 2023Updated 3 years ago
- 本项目实现了一个 CNN + BiLSTM 混合深度学习模型,用于 时间序列预测与回归任务(如电池充电曲线建模、健康状态估计等)。 数据处理:滑动窗口切片 + 归一化,自动生成训练/验证/测试集。 模型结构: CNN 提取局部特征 BiLSTM 捕捉双向时序依赖 …☆31Sep 5, 2025Updated last year
- Optimization of Hybrid Power Plants: When Is a Detailed Electrolyzer Model Necessary?☆25Apr 15, 2023Updated 3 years ago
- Public repository for the work completed in an MEng Automotive engineering final year project at Loughborough University.☆16Oct 13, 2024Updated last year
- "Lithium-Ion Battery Life Prediction Based on Initial Stage-Cycles Using Machine Learning"--PCA Model☆11Jan 19, 2020Updated 6 years ago
- Real-time prediction of Battery SoC in UAVs: A Machine Learning Perspective☆17Sep 27, 2025Updated 11 months ago