wang-fujin / DR-NetLinks
☆23Updated 2 years ago
Alternatives and similar repositories for DR-Net
Users that are interested in DR-Net are comparing it to the libraries listed below
Sorting:
- Code for Remaining Useful Life Prediction of Lithium-ion Batteries using Spatio-temporal Multimodal Attention Networks☆29Updated last year
- ☆46Updated 2 years ago
- Official Implementation for [IEEE Transactions on Vehicular Technology] "TTSNet: Temporal transformer-based sequence network for state-of…☆27Updated last year
- unofficial reproduction of: a transferable lithium-ion battery remaining useful life prediction method from cycle-consistency of degradat…☆20Updated 2 years ago
- The PyTorch implementation of Source-Free Cross-Domain State of Charge Estimation of Lithium-ion Batteries at Different Ambient Temperatu…☆15Updated 2 years ago
- Comparison of various transfer learning models with the hybridization of an FCNN for battery RUL prediction☆47Updated 2 years ago
- This project is for paper " PFFN: A Parallel Feature Fusion Network for Remaining Useful Life Early Prediction of Lithium-ion Battery …☆10Updated last year
- ☆28Updated last year
- Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo…☆24Updated 2 years ago
- A hybrid approach using physical information (PI) lightweight temporal convolutional neural networks (PI-TCN) for remaining useful life (…☆28Updated 3 years ago
- Transformer-Based Diffusion Probabilistic Model to predict the Remaining Useful Life (RUL) of Lithium-ion batteries☆30Updated 8 months ago
- ☆23Updated last year
- TFDSUNet: Time-Frequency Dual-Stream Uncertainty Network for Battery SOH/SOC Prediction☆52Updated 2 years ago
- Compilation and summary of research articles utilizing the XJTU battery dataset, including detailed records of results for easy compariso…☆41Updated 5 months ago
- Application of Transfer Learning for RUL Prediction☆29Updated 4 years ago
- Unofficial PyTorch implementation of the paper "Variational encoding approach for interpretable assessment of remaining useful life estim…☆23Updated 3 years ago
- This project aims to propose a TCN-Based Bayesian neural nework that is used for remaining useful life prediction.☆22Updated 4 years ago
- Mixup Domain Adaptations for Dynamic Remaining Useful Life Predictions☆34Updated 8 months ago
- The PyTorch implementation of Temperature Adaptive Transfer Network for Cross-Domain State of Charge Estimation of Li-ion Batteries at D…☆22Updated 2 years ago
- This repository is the implementation for the paper Supervised Contrastive Learning based Dual-Mixer Model for Remaining Useful Life Pred…☆21Updated 11 months ago
- 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…☆23Updated 2 years ago
- Proper attribution is mandatory when using or sharing the data or code; please name the data source as "Wenzhou Randomized Battery Data" …☆16Updated 6 months ago
- MambaLithium: Selective state space model for remaining-useful-life, state-of-health, and state-of-charge estimation of lithium-ion batte…☆117Updated last year
- Paper-Reproduce: (Sensors-MDPI) Remaining Useful Life Prediction Method for Bearings Based on LSTM with Uncertainty Quantification☆28Updated 2 years ago
- ☆22Updated 2 years ago
- Recurrent Plot on Multivariate Time Series Windows for Transfer Learning–based RUL estimation☆14Updated 3 years ago
- ☆64Updated 4 years ago
- A novel approach for Remaining Useful Life (RUL) prediction, combining meta-learning, knowledge discovery, and Physics-Informed Neural Ne…☆16Updated 6 months ago
- A Novel Patch-Based Transformer for Accurate Remaining Useful Life Prediction of Lithium-Ion Batteries☆18Updated 4 months ago
- ☆17Updated 4 years ago