kidozh / prognostic_and_rul_prediction_of_bearing_dataView external linksLinks
One model for RUL and fault prognostic prediction on XJTU bearing dataset
☆100Aug 13, 2019Updated 6 years ago
Alternatives and similar repositories for prognostic_and_rul_prediction_of_bearing_data
Users that are interested in prognostic_and_rul_prediction_of_bearing_data are comparing it to the libraries listed below
Sorting:
- Spark - Bearing RUL Predictions☆19Mar 28, 2017Updated 8 years ago
- to prediction the remain useful life of bearing based on 2012 PHM data☆310Jan 17, 2021Updated 5 years ago
- Using LSTM to predict bearings' remaining useful life☆50Apr 30, 2021Updated 4 years ago
- ☆57Jan 18, 2026Updated last month
- Code used in Thesis "Convolutional Recurrent Neural Networks for Remaining Useful Life Prediction in Mechanical Systems".☆85Dec 7, 2018Updated 7 years ago
- Remain useful life prediction of rolling bearing.☆58Oct 30, 2020Updated 5 years ago
- Application of Transfer Learning for RUL Prediction☆30Apr 12, 2021Updated 4 years ago
- ☆66Nov 30, 2020Updated 5 years ago
- Bearing remaining useful life prediction using support vector machine and hybrid degradation tracking model - Implementation of Research …☆52Nov 10, 2021Updated 4 years ago
- Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine☆248Oct 2, 2020Updated 5 years ago
- ☆17Apr 10, 2021Updated 4 years ago
- Remaining Useful Life Prediction Using RNN/LSTM/GRU Neural Networks☆150Jan 6, 2022Updated 4 years ago
- Using knowledge-informed machine learning on the PRONOSTIA (FEMTO) and IMS bearing data sets. Predict remaining-useful-life (RUL).☆169Mar 17, 2023Updated 2 years ago
- ☆19Jun 20, 2022Updated 3 years ago
- 轴承有3种故障:外圈故障,内圈故障,滚珠故障,外加正常的工作状态。如表1所示,结合轴承的3种直径(直径1,直径2,直径3),轴承的工作状态有10类☆35Apr 5, 2019Updated 6 years ago
- Code and supplementary material for ICPHM2020☆27Jun 24, 2020Updated 5 years ago
- Remaining useful life prediction by Transformer-based Model☆54Aug 19, 2022Updated 3 years ago
- remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN),…☆200Apr 6, 2024Updated last year
- RUL prediction for Turbofan Engine (CMAPSS dataset) using CNN☆132Nov 6, 2020Updated 5 years ago
- Deep learning in PHM,Deep learning in fault diagnosis,Deep learning in remaining useful life prediction☆476Mar 24, 2021Updated 4 years ago
- Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo…☆291Oct 26, 2021Updated 4 years ago
- case study for remaining useful life estimation☆34Apr 15, 2024Updated last year
- ☆72Jan 17, 2021Updated 5 years ago
- Predict remaining useful life of a machine from it's historical data using CNN and LSTM☆34May 6, 2019Updated 6 years ago
- Evolutionary Neural Architecture Search for Remaining Useful Life Prediction☆28Apr 13, 2023Updated 2 years ago
- Multi-Objective Optimization of ELM for RUL Prediction☆15Jun 1, 2022Updated 3 years ago
- A collection of datasets for RUL estimation as Lightning Data Modules.☆54May 23, 2024Updated last year
- Remaining Useful Life prediction with a Deep Self-Supervised Learning Approach☆23Jan 4, 2024Updated 2 years ago
- Finding lifetime a bearing using IOT data and Remaining Utility Life (RUL)☆17Jul 3, 2018Updated 7 years ago
- This repository is the implementation for the paper Supervised Contrastive Learning based Dual-Mixer Model for Remaining Useful Life Pred…☆25Nov 25, 2024Updated last year
- PyTorch implementation of remaining useful life prediction with long-short term memories (LSTM), performing on NASA C-MAPSS data sets. Pa…☆175Jul 5, 2021Updated 4 years ago
- ☆34Apr 14, 2022Updated 3 years ago
- Recurrent Plot on Multivariate Time Series Windows for Transfer Learning–based RUL estimation☆14Mar 28, 2022Updated 3 years ago
- ☆12Aug 17, 2020Updated 5 years ago
- Remaining useful life prediction for turbofan engine data (C-MAPSS)☆37Feb 14, 2020Updated 6 years ago
- GLIN: Remaining useful life prediction based on fusion of global and local information (Transformer)☆33Oct 10, 2023Updated 2 years ago
- It aims to implement a real-time system to monitor the tool condition and predict the Remaining Useful Life (RUL) Computer Numerical Cont…☆18May 24, 2020Updated 5 years ago
- Conformal Prediction Intervals for Remaining Useful Lifetime Estimation (IJPHM 2023)☆20Jul 26, 2023Updated 2 years ago
- A collection of unsupervised domain adaption algorithms for RUL estimation.☆39Apr 22, 2024Updated last year