ninja1mmm / 2018-phm-data-challengeView external linksLinks
2018 phm data challenge, ion mill machine RUL & fault diagnosis
☆71Jul 31, 2018Updated 7 years ago
Alternatives and similar repositories for 2018-phm-data-challenge
Users that are interested in 2018-phm-data-challenge are comparing it to the libraries listed below
Sorting:
- Materials for PHM Conference 2016 Tutorial on Big Data☆22Aug 24, 2018Updated 7 years ago
- Deep learning in PHM,Deep learning in fault diagnosis,Deep learning in remaining useful life prediction☆476Mar 24, 2021Updated 4 years ago
- 刀具剩余寿命预测☆74Apr 17, 2020Updated 5 years ago
- Data for PHM 2015 data challenge☆16Sep 2, 2016Updated 9 years ago
- to prediction the remain useful life of bearing based on 2012 PHM data☆310Jan 17, 2021Updated 5 years ago
- domain adaption with LSGAN for bearing fault diagnosis☆78Sep 4, 2018Updated 7 years ago
- Code used in Thesis "Convolutional Recurrent Neural Networks for Remaining Useful Life Prediction in Mechanical Systems".☆85Dec 7, 2018Updated 7 years ago
- Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine☆248Oct 2, 2020Updated 5 years ago
- Dataset that was used during the IEEE PHM 2012 Data Challenge, built by the FEMTO-ST Institute☆155Jan 9, 2020Updated 6 years ago
- 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 2 years ago
- ☆23Jul 30, 2022Updated 3 years ago
- with LSTM method to solve bearing fault diagnosis classification☆63Sep 13, 2017Updated 8 years ago
- These codes realize data transformation and simple data processing for fault diagnosis.☆96Nov 18, 2017Updated 8 years ago
- One model for RUL and fault prognostic prediction on XJTU bearing dataset☆100Aug 13, 2019Updated 6 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
- CNN applied to bearing signals for analysis☆92Nov 27, 2019Updated 6 years ago
- try out bearing fault diagnosis with semi-supervised vae☆40Oct 16, 2017Updated 8 years ago
- 基于深度学习机械设备故障诊断模型☆172Oct 28, 2017Updated 8 years ago
- ☆12Aug 17, 2020Updated 5 years ago
- ☆20Jul 13, 2019Updated 6 years ago
- ☆13Aug 28, 2025Updated 5 months ago
- Dataset that was used during the PHM IEEE 2012 Data Challenge, built by the FEMTO-ST Institute☆150Jul 3, 2018Updated 7 years ago
- Remaining useful life prediction for turbofan engine data (C-MAPSS)☆37Feb 14, 2020Updated 6 years ago
- TensorFlow implementation of a CNN based mechanical science paper☆47May 17, 2018Updated 7 years ago
- Tool wear prediction by residual CNN☆79May 13, 2021Updated 4 years ago
- ☆11Mar 10, 2019Updated 6 years ago
- ☆92Dec 14, 2020Updated 5 years ago
- CNN for mechanical fault diagnosis☆333Apr 24, 2018Updated 7 years ago
- ☆23Sep 2, 2021Updated 4 years ago
- Fault Diagnosis of Interturn short circuit of Permanent Magnet Synchronous Motor based on Depth Learning☆21Sep 13, 2018Updated 7 years ago
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆46May 30, 2022Updated 3 years ago
- Improving on NASA's work with induction motor bearing fault detection using RNN-powered smart sensors.☆31Aug 26, 2019Updated 6 years ago
- 轴承故障诊断实验 17级15组☆14May 19, 2020Updated 5 years ago
- ☆66Nov 30, 2020Updated 5 years ago
- The implementation of Privacy-Preserving Adaptive Remaining Useful Life Prediction via Source-Free Domain Adaption in PyTorch.☆27Mar 4, 2025Updated 11 months ago
- This repository is for the transfer learning or domain adaptive with fault diagnosis.☆281Dec 8, 2022Updated 3 years ago
- Data Driven Fault Diagnosis☆16Nov 29, 2018Updated 7 years ago
- The objective of the project is to classify steel plates fault into 7 different types. The end goal is to train several machine Learning …☆17Mar 4, 2019Updated 6 years ago
- Finding lifetime a bearing using IOT data and Remaining Utility Life (RUL)☆17Jul 3, 2018Updated 7 years ago