Companion repository for the paper "Improving Semi-Supervised Learning for Remaining Useful Lifetime Estimation Through Self-Supervision".
☆28Jan 27, 2022Updated 4 years ago
Alternatives and similar repositories for self-supervised-ssl
Users that are interested in self-supervised-ssl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Source code of the paper "A stacked DCNN to predict the RUL of a turbofan engine", third place ranked in the PHM21 data challenge.☆85Apr 2, 2023Updated 3 years ago
- This repository is the implementation for the paper Supervised Contrastive Learning based Dual-Mixer Model for Remaining Useful Life Pred…☆33Nov 25, 2024Updated last year
- Remaining Useful Life prediction with a Deep Self-Supervised Learning Approach☆24Mar 14, 2026Updated 7 months ago
- Mixup Domain Adaptations for Dynamic Remaining Useful Life Predictions☆44Dec 2, 2025Updated 10 months ago
- ☆16Aug 11, 2022Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Code and supplementary material for ICPHM2020☆27Jun 24, 2020Updated 6 years ago
- ☆14Jan 24, 2024Updated 2 years ago
- The code of DAST☆65Nov 3, 2022Updated 3 years ago
- GLIN: Remaining useful life prediction based on fusion of global and local information (Transformer)☆33Oct 10, 2023Updated 3 years ago
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆52May 30, 2022Updated 4 years ago
- ☆67Nov 30, 2020Updated 5 years ago
- Bayesian Deep Learning for Remaining Useful Life Estimation of Machine Tool Components☆16Apr 26, 2022Updated 4 years ago
- For better estimation of aero-engine RUL, we concatenate 1-D CNN and LSTM in a parallel structure.☆15Aug 28, 2020Updated 6 years ago
- Attention-based multihead model for optimized aircraft engine remaining useful life prediction☆64May 23, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- The implementation of Weighted Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction in PyTorch.☆39Oct 9, 2023Updated 3 years ago
- Code used in Thesis "Convolutional Recurrent Neural Networks for Remaining Useful Life Prediction in Mechanical Systems".☆87Dec 7, 2018Updated 7 years ago
- ☆109Sep 12, 2026Updated last month
- PyTorch implementation of remaining useful life prediction with long-short term memories (LSTM), performing on NASA C-MAPSS data sets. Pa…☆187Jul 5, 2021Updated 5 years ago
- Unofficial PyTorch implementation of the paper "Variational encoding approach for interpretable assessment of remaining useful life estim…☆23May 9, 2022Updated 4 years ago
- The implementation of Privacy-Preserving Adaptive Remaining Useful Life Prediction via Source-Free Domain Adaption in PyTorch.☆31Mar 4, 2025Updated last year
- RUL prediction for Turbofan Engine (CMAPSS dataset) using CNN☆145Nov 6, 2020Updated 5 years ago
- ☆17Apr 10, 2021Updated 5 years ago
- Conformal Prediction Intervals for Remaining Useful Lifetime Estimation (IJPHM 2023)☆21Jul 26, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Pytorch implementation for Domain Adaptive Remaining Useful Life Prediction with Transformer☆95Jun 19, 2023Updated 3 years ago
- This is an official code of "Bi-LSTM based Two-Stream Network for Machine Remaining Useful Life Prediction"☆15Dec 19, 2023Updated 2 years ago
- Produce an example using LSTM to predict remaining useful life of machinery☆16Dec 28, 2023Updated 2 years ago
- Using LSTM to predict bearings' remaining useful life☆51Apr 30, 2021Updated 5 years ago
- Graph Convolutional Network for RUL prediction with multi-sensor signals☆21Feb 12, 2023Updated 3 years ago
- One model for RUL and fault prognostic prediction on XJTU bearing dataset☆104Aug 13, 2019Updated 7 years ago
- A collection of unsupervised domain adaption algorithms for RUL estimation.☆45Apr 22, 2024Updated 2 years ago
- Deep learning for C-MAPSS datasets (PHM-08)☆10Jan 10, 2023Updated 3 years ago
- ☆59Mar 24, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Remaining useful life estimation of NASA turbofan jet engines using data driven approaches which include regression models, LSTM neural n…☆35Oct 16, 2021Updated 5 years ago
- Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo…☆313Oct 26, 2021Updated 5 years ago
- Bayesian Neural Networks to predict RUL on N-CMAPSS☆24Sep 26, 2022Updated 4 years ago
- MRC-LSTM: A Hybrid Approach of Multi-scale Residual CNN and LSTM to Predict Bitcoin Price☆12Jun 13, 2022Updated 4 years ago
- Multi-Objective Optimization of ELM for RUL Prediction☆15Jun 1, 2022Updated 4 years ago
- A hackable implementation of GraphNets.☆12Updated this week
- Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network☆13Jul 3, 2021Updated 5 years ago