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:
- ☆48Updated 2 years ago
- Code for Remaining Useful Life Prediction of Lithium-ion Batteries using Spatio-temporal Multimodal Attention Networks☆29Updated last year
- Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo…☆24Updated 3 years ago
- unofficial reproduction of: a transferable lithium-ion battery remaining useful life prediction method from cycle-consistency of degradat…☆20Updated 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
- Official Implementation for [IEEE Transactions on Vehicular Technology] "TTSNet: Temporal transformer-based sequence network for state-of…☆29Updated last year
- TFDSUNet: Time-Frequency Dual-Stream Uncertainty Network for Battery SOH/SOC Prediction☆51Updated 2 years ago
- ☆31Updated 2 years ago
- A hybrid approach using physical information (PI) lightweight temporal convolutional neural networks (PI-TCN) for remaining useful life (…☆29Updated 3 years ago
- Comparison of various transfer learning models with the hybridization of an FCNN for battery RUL prediction☆47Updated 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
- ☆13Updated last year
- The PyTorch implementation of Source-Free Cross-Domain State of Charge Estimation of Lithium-ion Batteries at Different Ambient Temperatu…☆15Updated 2 years ago
- ☆24Updated 2 years ago
- Paper-Reproduce: (Sensors-MDPI) Remaining Useful Life Prediction Method for Bearings Based on LSTM with Uncertainty Quantification☆30Updated 2 years ago
- Unofficial PyTorch implementation of the paper "Variational encoding approach for interpretable assessment of remaining useful life estim…☆23Updated 3 years ago
- Application of Transfer Learning for RUL Prediction☆29Updated 4 years ago
- Transformer-Based Diffusion Probabilistic Model to predict the Remaining Useful Life (RUL) of Lithium-ion batteries☆33Updated 10 months ago
- This code is for paper "KDnet-RUL: A knowledge distillation framework to compress deep neural networks for machine remaining learning use…☆18Updated 2 years ago
- Proposed ATS2S model for C-MAPSS dataset.☆16Updated 4 years ago
- Mixup Domain Adaptations for Dynamic Remaining Useful Life Predictions☆39Updated last month
- Benmarking for GNN-based RUL prediction☆47Updated last year
- This repository is the implementation for the paper Supervised Contrastive Learning based Dual-Mixer Model for Remaining Useful Life Pred…☆25Updated last year
- Remaining useful life prediction of aero-engines via domain-invariant and -specific features under the scenarios of working-condition shi…☆12Updated 2 years 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
- ☆24Updated last year
- Produce an example using LSTM to predict remaining useful life of machinery☆16Updated 2 years ago
- Compilation and summary of research articles utilizing the XJTU battery dataset, including detailed records of results for easy compariso…☆43Updated last week
- GLIN: Remaining useful life prediction based on fusion of global and local information (Transformer)☆33Updated 2 years ago
- A novel approach for Remaining Useful Life (RUL) prediction, combining meta-learning, knowledge discovery, and Physics-Informed Neural Ne…☆18Updated 8 months ago