Dataset that was used during the IEEE PHM 2012 Data Challenge, built by the FEMTO-ST Institute
☆161Jan 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Dataset that was used during the PHM IEEE 2012 Data Challenge, built by the FEMTO-ST Institute☆154Jul 3, 2018Updated 8 years ago
- Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)☆1,209Apr 9, 2026Updated 4 months ago
- to prediction the remain useful life of bearing based on 2012 PHM data☆325Jan 17, 2021Updated 5 years ago
- 2018 phm data challenge, ion mill machine RUL & fault diagnosis☆73Jul 31, 2018Updated 8 years ago
- ☆315Jan 17, 2018Updated 8 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.
- Improving on NASA's work with induction motor bearing fault detection using RNN-powered smart sensors.☆31Aug 26, 2019Updated 6 years ago
- Materials for PHM Conference 2016 Tutorial on Big Data☆23Aug 24, 2018Updated 7 years ago
- ☆76Jan 17, 2021Updated 5 years ago
- Code used in Thesis "Convolutional Recurrent Neural Networks for Remaining Useful Life Prediction in Mechanical Systems".☆87Dec 7, 2018Updated 7 years ago
- ☆74May 28, 2020Updated 6 years ago
- It comes from eight universities, Case Western Reserve University(CWRU), Beijing University of Aeronautics and Astronautics(BUAA), Southe…☆25Mar 13, 2020Updated 6 years ago
- domain adaption with LSGAN for bearing fault diagnosis☆81Sep 4, 2018Updated 7 years ago
- case study for remaining useful life estimation☆35Apr 15, 2024Updated 2 years ago
- Bearing remaining useful life prediction using support vector machine and hybrid degradation tracking model - Implementation of Research …☆55Nov 10, 2021Updated 4 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.
- ☆186Sep 28, 2021Updated 4 years ago
- Deep learning in PHM,Deep learning in fault diagnosis,Deep learning in remaining useful life prediction☆486Mar 24, 2021Updated 5 years ago
- ☆217Oct 19, 2019Updated 6 years ago
- ☆25Sep 2, 2021Updated 4 years ago
- A collection of datasets for RUL estimation as Lightning Data Modules.☆71Mar 26, 2026Updated 4 months ago
- ☆67Nov 30, 2020Updated 5 years ago
- Using knowledge-informed machine learning on the PRONOSTIA (FEMTO) and IMS bearing data sets. Predict remaining-useful-life (RUL).☆175Mar 17, 2023Updated 3 years ago
- Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine☆249Oct 2, 2020Updated 5 years ago
- Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"☆773Nov 20, 2021Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- wdcnn轴承故障模型☆393Jun 6, 2018Updated 8 years ago
- These codes realize data transformation and simple data processing for fault diagnosis.☆99Nov 18, 2017Updated 8 years ago
- Data set for Rolling Element Bearing Fault Diagnosis example in Predictive Maintenance Toolbox☆42Nov 26, 2022Updated 3 years ago
- Data for PHM 2015 data challenge☆15Sep 2, 2016Updated 9 years ago
- Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo…☆309Oct 26, 2021Updated 4 years ago
- 智能故障诊断和寿命预测期刊(Journals of Intelligent Fault Diagnosis and Remaining Useful Life)☆486Jul 11, 2026Updated last month
- Code and supplementary material for ICPHM2020☆27Jun 24, 2020Updated 6 years ago
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆50May 30, 2022Updated 4 years ago
- Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative …☆540Mar 1, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- One model for RUL and fault prognostic prediction on XJTU bearing dataset☆104Aug 13, 2019Updated 7 years ago
- This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning☆390Oct 10, 2022Updated 3 years ago
- Data set for Wind Turbine High-Speed Bearing Prognosis example in Predictive Maintenance Toolbox☆59Dec 1, 2021Updated 4 years ago
- ☆16Aug 11, 2022Updated 4 years ago
- ☆64Jan 18, 2026Updated 7 months ago
- Remaining Useful Life Prediction Using RNN/LSTM/GRU Neural Networks☆157Jan 6, 2022Updated 4 years ago
- ☆124Oct 15, 2020Updated 5 years ago