完整的航空发动机一维卷积神经网络训练模型
☆68Mar 28, 2019Updated 7 years ago
Alternatives and similar repositories for c-mapss-full-dataset-
Users that are interested in c-mapss-full-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:
- given run to failure measurements of various sensors on a sample of similar jet engines, estimate the remaining useful life (RUL) of a ne…☆68Aug 28, 2019Updated 7 years ago
- Denoising method for C-MAPSS based on a denoising GAN. Includes other six denoising methods such as DAE, SG filter, etc.☆11Nov 2, 2022Updated 3 years ago
- 几种RUL预测模型实验☆13Aug 3, 2020Updated 6 years ago
- ☆24May 24, 2018Updated 8 years ago
- Using LSTM to predict Remaining Useful Life of CMAPSS Dataset☆93Nov 11, 2018Updated 7 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.
- ☆67Nov 30, 2020Updated 5 years ago
- PyTorch implementation of CNN for remaining useful life prediction. Inspired by Babu, G. S., Zhao, P., & Li, X. L. (2016, April). Deep co…☆105Jul 5, 2021Updated 5 years ago
- PyTorch implementation of remaining useful life prediction with long-short term memories (LSTM), performing on NASA C-MAPSS data sets. Pa…☆186Jul 5, 2021Updated 5 years ago
- to prediction the remain useful life of bearing based on 2012 PHM data☆326Jan 17, 2021Updated 5 years ago
- ☆41Jan 3, 2024Updated 2 years ago
- 一维卷积网络用于航空发动机剩余寿命预测☆38Mar 26, 2019Updated 7 years ago
- Use GRU,LSTM,CNN to predict the RUL in C-MAPSS dataset☆33Dec 5, 2023Updated 2 years ago
- Evolutionary Neural Architecture Search for Remaining Useful Life Prediction☆28Apr 13, 2023Updated 3 years ago
- Data for PHM 2015 data challenge☆16Sep 2, 2016Updated 10 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- The source code of paper: Trend attention fully convolutional network for remaining useful life estimation in the turbofan engine PHM of …☆69Feb 18, 2023Updated 3 years ago
- Deep learning in PHM，Deep learning in fault diagnosis，Deep learning in remaining useful life prediction☆488Mar 24, 2021Updated 5 years ago
- 一维卷积神经网络☆46Sep 11, 2019Updated 7 years ago
- Hypergraph convolution and attention networks research☆15Jul 31, 2024Updated 2 years ago
- The code of Understanding and Learning Discriminant Features based on Multi-Attention 1DCNN for Wheelset Bearing Fault Diagnosis.☆27Nov 11, 2019Updated 6 years ago
- RUL prediction for C-MAPSS dataset, reproduction of this paper: https://personal.ntu.edu.sg/xlli/publication/RULAtt.pdf☆122Apr 11, 2023Updated 3 years ago
- ☆19Nov 19, 2018Updated 7 years ago
- The GitHub repository accompanying the MSc Thesis at Esade written by Oliver Caspers regarding the topic “Predictive Maintenance for Lith…☆14Oct 1, 2021Updated 4 years ago
- ☆64Jan 18, 2026Updated 8 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Predict remaining useful life of a machine from it's historical data using CNN and LSTM☆34May 6, 2019Updated 7 years ago
- 1D CNN for CWRU rolling bearings dataset☆51Jul 19, 2018Updated 8 years ago
- Bayesian Multitask Multiple Kernel Learning☆18Mar 17, 2018Updated 8 years ago
- PyTorch implementation of remaining useful life prediction with long-short term memories (LSTM), performing on NASA C-MAPSS data sets. Pa…☆14Jan 7, 2023Updated 3 years ago
- Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)☆1,221Apr 9, 2026Updated 5 months ago
- 工程机械核心部件寿命预测挑战赛☆22Aug 20, 2019Updated 7 years ago
- Crash Course on Approximate Bayesian Computation in Population Genetics☆11Sep 19, 2022Updated 4 years ago
- Remaining useful life prediction for turbofan engine data (C-MAPSS)☆37Feb 14, 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 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆13Jan 13, 2022Updated 4 years ago
- Implement GANs to generate time-series signals for imbalanced learning problem. The experiments are conducted using CWRU bearing data.☆88Nov 18, 2021Updated 4 years ago
- Energy storage and conversion systems☆10Aug 27, 2020Updated 6 years ago
- ☆12Sep 10, 2020Updated 6 years ago
- ☆18Dec 9, 2024Updated last year
- ☆12Mar 19, 2018Updated 8 years ago
- Remaining Useful Life Prediction Using RNN/LSTM/GRU Neural Networks☆157Jan 6, 2022Updated 4 years ago