Dataset that was used during the IEEE PHM 2012 Data Challenge, built by the FEMTO-ST Institute
☆155Jan 9, 2020Updated 6 years ago
Alternatives and similar repositories for ieee-phm-2012-data-challenge-dataset
Users that are interested in ieee-phm-2012-data-challenge-dataset are comparing it to the libraries listed below
Sorting:
- Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)☆1,146May 29, 2025Updated 9 months ago
- to prediction the remain useful life of bearing based on 2012 PHM data☆310Jan 17, 2021Updated 5 years ago
- Dataset that was used during the PHM IEEE 2012 Data Challenge, built by the FEMTO-ST Institute☆150Jul 3, 2018Updated 7 years ago
- domain adaption with LSGAN for bearing fault diagnosis☆78Sep 4, 2018Updated 7 years ago
- 2018 phm data challenge, ion mill machine RUL & fault diagnosis☆71Jul 31, 2018Updated 7 years ago
- Improving on NASA's work with induction motor bearing fault detection using RNN-powered smart sensors.☆31Aug 26, 2019Updated 6 years ago
- ☆296Jan 17, 2018Updated 8 years ago
- It comes from eight universities, Case Western Reserve University(CWRU), Beijing University of Aeronautics and Astronautics(BUAA), Southe…☆24Mar 13, 2020Updated 5 years ago
- Materials for PHM Conference 2016 Tutorial on Big Data☆22Aug 24, 2018Updated 7 years ago
- ☆54May 28, 2020Updated 5 years ago
- Code used in Thesis "Convolutional Recurrent Neural Networks for Remaining Useful Life Prediction in Mechanical Systems".☆85Dec 7, 2018Updated 7 years ago
- ☆72Jan 17, 2021Updated 5 years ago
- ☆23Sep 2, 2021Updated 4 years ago
- Deep learning in PHM，Deep learning in fault diagnosis，Deep learning in remaining useful life prediction☆477Mar 24, 2021Updated 4 years ago
- Data for PHM 2015 data challenge☆16Sep 2, 2016Updated 9 years ago
- ☆179Sep 28, 2021Updated 4 years ago
- case study for remaining useful life estimation☆35Apr 15, 2024Updated last year
- Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"☆749Nov 20, 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 …☆53Nov 10, 2021Updated 4 years ago
- ☆218Oct 19, 2019Updated 6 years ago
- Code and supplementary material for ICPHM2020☆27Jun 24, 2020Updated 5 years ago
- Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine☆248Oct 2, 2020Updated 5 years ago
- Using knowledge-informed machine learning on the PRONOSTIA (FEMTO) and IMS bearing data sets. Predict remaining-useful-life (RUL).☆172Mar 17, 2023Updated 2 years ago
- This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning☆373Oct 10, 2022Updated 3 years ago
- These codes realize data transformation and simple data processing for fault diagnosis.☆97Nov 18, 2017Updated 8 years ago
- ☆59Jan 18, 2026Updated last month
- One model for RUL and fault prognostic prediction on XJTU bearing dataset☆100Aug 13, 2019Updated 6 years ago
- wdcnn轴承故障模型☆388Jun 6, 2018Updated 7 years ago
- Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative …☆524Mar 1, 2022Updated 4 years ago
- Data set for Rolling Element Bearing Fault Diagnosis example in Predictive Maintenance Toolbox☆40Nov 26, 2022Updated 3 years ago
- Remaining Useful Life Prediction Using RNN/LSTM/GRU Neural Networks☆151Jan 6, 2022Updated 4 years ago
- Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo…☆292Oct 26, 2021Updated 4 years ago
- : Faulty and healthy gear box Data sets need to be analyzed in detail. Here, we created this dataset for those who do research in wind tu…☆64Mar 18, 2018Updated 7 years ago
- CNN applied to bearing signals for analysis☆92Nov 27, 2019Updated 6 years ago
- ☆120Oct 15, 2020Updated 5 years ago
- A benchmark fault diagnosis dataset comprises vibration data collected from a gearbox under variable working conditions with intentionall…☆84Nov 26, 2025Updated 3 months ago
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆19Jul 13, 2020Updated 5 years ago
- Data sets on prognosis and health management（PHM相关数据集）☆21Apr 30, 2020Updated 5 years ago