StarMarco / DVAE_torch
A PyTorch implimentation of a conditional Dynamical Variational Autoencoder for remaining useful life estimation
☆11Updated last year
Alternatives and similar repositories for DVAE_torch:
Users that are interested in DVAE_torch are comparing it to the libraries listed below
- This project aims to propose a TCN-Based Bayesian neural nework that is used for remaining useful life prediction.☆21Updated 3 years ago
- Unofficial PyTorch implementation of the paper "Variational encoding approach for interpretable assessment of remaining useful life estim…☆21Updated 2 years ago
- Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo…☆23Updated 2 years ago
- TL-UESTC / Privacy-Preserving-Adaptive-Remaining-Useful-Life-Prediction-via-Source-Free-Domain-AdaptionThe implementation of Privacy-Preserving Adaptive Remaining Useful Life Prediction via Source-Free Domain Adaption in PyTorch.☆22Updated last month
- Remaining useful life estimation of NASA turbofan jet engines using data driven approaches which include regression models, LSTM neural n…☆29Updated 3 years ago
- Proposed ATS2S model for C-MAPSS dataset.☆15Updated 3 years ago
- This repository is the implementation for the paper Supervised Contrastive Learning based Dual-Mixer Model for Remaining Useful Life Pred…☆13Updated 5 months ago
- This code is for paper "KDnet-RUL: A knowledge distillation framework to compress deep neural networks for machine remaining learning use…☆15Updated 2 years ago
- The source code of paper: Trend attention fully convolutional network for remaining useful life estimation in the turbofan engine PHM of …☆56Updated 2 years ago
- Mixup Domain Adaptations for Dynamic Remaining Useful Life Predictions☆29Updated last month
- Paper-Reproduce: (Sensors-MDPI) Remaining Useful Life Prediction Method for Bearings Based on LSTM with Uncertainty Quantification☆27Updated 2 years ago
- Remaining useful life prediction for N-CMAPSS dataset☆18Updated 3 years ago
- Attention-based multihead model for optimized aircraft engine remaining useful life prediction☆54Updated 11 months ago
- Benmarking for GNN-based RUL prediction☆27Updated 6 months ago
- Implementation of GCU-Transformer for RUL Prediction on CMAPSS☆36Updated last week
- ☆15Updated 2 years ago
- Variational encoding based on factorized temporal-channel fusion and feature fusion for interpretable remaining useful life prediction☆24Updated 11 months ago
- GLIN: Remaining useful life prediction based on fusion of global and local information (Transformer)☆31Updated last year
- The implementation of Weighted Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction in PyTorch.☆34Updated last year
- Evolutionary Neural Architecture Search for Remaining Useful Life Prediction☆27Updated 2 years ago
- ☆21Updated 2 years ago
- Application of Transfer Learning for RUL Prediction☆26Updated 4 years ago
- Estimating Remaining Useful Life of a Turbofan Jet Engine using NCMAPSS dataset☆31Updated 2 years ago
- foryichuanqi / ADVEI-Paper-2024.3-Degradation-path-approximation-for-remaining-useful-life-estimationRemaining useful life prediction. Degradation path approximation (DPA) is a highly easy-to-understand and brand-new solution way for data…☆13Updated last year
- Remaining useful life prediction by Transformer-based Model☆49Updated 2 years ago
- Produce an example using LSTM to predict remaining useful life of machinery☆15Updated last year
- A collection of unsupervised domain adaption algorithms for RUL estimation.☆36Updated last year
- Core codes for the paper ["A General Data-driven Framework for Remaining Useful Life Estimation with Uncertainty Quantification Using Spl…☆10Updated last year
- This project uses Transformer-based RNN model to predict the remaining useful life (RUL) of turbo fan jet engines using NASA's C-MAPSS si…☆13Updated last year
- case study for remaining useful life estimation☆31Updated last year