2018 phm data challenge, ion mill machine RUL & fault diagnosis
☆73Jul 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Materials for PHM Conference 2016 Tutorial on Big Data☆22Aug 24, 2018Updated 7 years ago
- to prediction the remain useful life of bearing based on 2012 PHM data☆319Jan 17, 2021Updated 5 years ago
- 刀具剩余寿命预测☆74Apr 17, 2020Updated 5 years ago
- Deep learning in PHM，Deep learning in fault diagnosis，Deep learning in remaining useful life prediction☆484Mar 24, 2021Updated 5 years ago
- Data for PHM 2015 data challenge☆16Sep 2, 2016Updated 9 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.
- domain adaption with LSGAN for bearing fault diagnosis☆79Sep 4, 2018Updated 7 years ago
- ☆24Jul 30, 2022Updated 3 years ago
- Code used in Thesis "Convolutional Recurrent Neural Networks for Remaining Useful Life Prediction in Mechanical Systems".☆87Dec 7, 2018Updated 7 years ago
- Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine☆249Oct 2, 2020Updated 5 years ago
- Dataset that was used during the IEEE PHM 2012 Data Challenge, built by the FEMTO-ST Institute☆157Jan 9, 2020Updated 6 years ago
- ☆13Aug 28, 2025Updated 7 months ago
- These codes realize data transformation and simple data processing for fault diagnosis.☆99Nov 18, 2017Updated 8 years ago
- with LSTM method to solve bearing fault diagnosis classification☆64Sep 13, 2017Updated 8 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 3 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.
- Dataset that was used during the PHM IEEE 2012 Data Challenge, built by the FEMTO-ST Institute☆150Jul 3, 2018Updated 7 years ago
- One model for RUL and fault prognostic prediction on XJTU bearing dataset☆103Aug 13, 2019Updated 6 years ago
- 基于深度学习机械设备故障诊断模型☆173Oct 28, 2017Updated 8 years ago
- The implementation of Privacy-Preserving Adaptive Remaining Useful Life Prediction via Source-Free Domain Adaption in PyTorch.☆29Mar 4, 2025Updated last year
- try out bearing fault diagnosis with semi-supervised vae☆40Oct 16, 2017Updated 8 years ago
- Remaining useful life prediction for N-CMAPSS dataset☆20Mar 11, 2022Updated 4 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
- ☆12Aug 17, 2020Updated 5 years ago
- CNN for mechanical fault diagnosis☆340Apr 24, 2018Updated 7 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆66Nov 30, 2020Updated 5 years ago
- ☆19Jun 20, 2022Updated 3 years ago
- Bayesian Deep Learning for Remaining Useful Life Estimation of Machine Tool Components☆15Apr 26, 2022Updated 3 years ago
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆47May 30, 2022Updated 3 years ago
- CNN applied to bearing signals for analysis☆91Nov 27, 2019Updated 6 years ago
- Finding lifetime a bearing using IOT data and Remaining Utility Life (RUL)☆17Jul 3, 2018Updated 7 years ago
- 轴承故障诊断实验 17级15组☆14May 19, 2020Updated 5 years ago
- Fault Diagnosis of Interturn short circuit of Permanent Magnet Synchronous Motor based on Depth Learning☆20Sep 13, 2018Updated 7 years ago
- Real time tool wear monitoring method based on a TCN model for PHM-2010 Dataset.☆11Aug 20, 2022Updated 3 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.
- ☆16Aug 11, 2022Updated 3 years ago
- ☆24Sep 2, 2021Updated 4 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
- This repository is for the transfer learning or domain adaptive with fault diagnosis.☆283Dec 8, 2022Updated 3 years ago
- Application of Transfer Learning for RUL Prediction☆31Apr 12, 2021Updated 5 years ago
- ☆92Dec 14, 2020Updated 5 years ago