hatton613 / bearing-dataset-collection
轴承故障数据集
☆11Updated 10 months ago
Alternatives and similar repositories for bearing-dataset-collection:
Users that are interested in bearing-dataset-collection are comparing it to the libraries listed below
- The code of our work “Mixed attention network for source-free domain adaptation in bearing fault diagnosis”.☆7Updated 11 months ago
- We propose a novel semi-supervised learning framework for fault diagnosis in scenarios with limited labeled data, using a Multiscale and …☆11Updated 5 months ago
- ☆11Updated 10 months ago
- The objective of this project is to showcase how the performance of a multi-sensor system can be improved by reducing uncertainty, improv…☆11Updated 2 years ago
- Bayesian Deep Learning for Remaining Useful Life Estimation of Machine Tool Components☆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
- Open dataset in the field of mechanical fault diagnosis under variable speed conditions, providing benchmark for algorithm performance ev…☆26Updated last year
- Bayesian deep learning for remaining useful life estimation via Stein variational gradient descent☆23Updated last year
- ☆12Updated last year
- This repository has open-sourced a dataset of motor failure, including vibration signals and audio signals.(实验室自采多模态电机故障数据,振动信号+声音信号)☆18Updated 9 months ago
- ☆22Updated last year
- Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network☆13Updated 3 years ago
- A Bayesian Probabilistic Framework for Mechanical Fault Diagnosis☆11Updated last year
- code for TII paper "Intelligent Mechanical Fault Diagnosis Using Multi-Sensor Fusion and Convolution Neural Network"☆33Updated 2 years ago
- Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Inf…☆27Updated 3 months ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆28Updated 2 months ago
- Variance discrepancy representation☆11Updated 11 months ago
- Code for paper being submitted☆14Updated 3 weeks ago
- Companion repository for the paper "Improving Semi-Supervised Learning for Remaining Useful Lifetime Estimation Through Self-Supervision"…☆26Updated 3 years ago
- Bayesian Neural Networks to predict RUL on N-CMAPSS☆19Updated 2 years ago
- Python code for TCTL method☆12Updated 10 months ago
- Unofficial PyTorch implementation of the paper "Variational encoding approach for interpretable assessment of remaining useful life estim…☆21Updated 2 years ago
- Core codes for the paper ["A General Data-driven Framework for Remaining Useful Life Estimation with Uncertainty Quantification Using Spl…☆10Updated last year
- xLSTM: Extended Long Short-Term Memory for Intelligent Fault Diagnosis of Rolling Bearings☆29Updated 11 months ago
- Sensor Fault Diagnosis with Physics Informed Transfer Learning☆12Updated 3 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
- Physical-knowledge-Guided and Explainable CNNs for Gear Fault Severity Level Diagnosis☆12Updated 2 weeks ago
- ☆30Updated last year
- A Digital Twin prototype for aircraft engine health management in order to identify possible faults and to predict its remaining useful l…☆10Updated 2 months 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