huster123 / c-mapss-full-dataset-Links
完整的航空发动机一维卷积神经网络训练模型
☆64Updated 6 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
Sorting:
- ☆103Updated last year
- PyTorch implementation of CNN for remaining useful life prediction. Inspired by Babu, G. S., Zhao, P., & Li, X. L. (2016, April). Deep co…☆100Updated 4 years ago
- ☆71Updated 4 years ago
- PyTorch implementation of remaining useful life prediction with long-short term memories (LSTM), performing on NASA C-MAPSS data sets. Pa…☆169Updated 4 years ago
- to prediction the remain useful life of bearing based on 2012 PHM data☆302Updated 4 years ago
- remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN),…☆188Updated last year
- RUL prediction for Turbofan Engine (CMAPSS dataset) using CNN☆127Updated 5 years ago
- Attention-based multihead model for optimized aircraft engine remaining useful life prediction☆57Updated last year
- Remaining Useful Life Prediction Using RNN/LSTM/GRU Neural Networks☆145Updated 3 years ago
- Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo…☆282Updated 4 years ago
- RUL prediction for C-MAPSS dataset, reproduction of this paper: https://personal.ntu.edu.sg/xlli/publication/RULAtt.pdf☆111Updated 2 years ago
- given run to failure measurements of various sensors on a sample of similar jet engines, estimate the remaining useful life (RUL) of a ne…☆67Updated 6 years ago
- ☆65Updated 5 years ago
- The source code of paper: Trend attention fully convolutional network for remaining useful life estimation in the turbofan engine PHM of …☆61Updated 2 years ago
- Code used in Thesis "Convolutional Recurrent Neural Networks for Remaining Useful Life Prediction in Mechanical Systems".☆85Updated 7 years ago
- Using LSTM to predict Remaining Useful Life of CMAPSS Dataset☆90Updated 7 years ago
- ☆58Updated 2 years ago
- Contains code to compare several health index construction methods using run-to-failure bearing dataset☆27Updated 3 years ago
- Application of Transfer Learning for RUL Prediction☆29Updated 4 years ago
- 由于CSDN博客里面不能直接上代码链接，涉嫌营销推广，因此建一个github仓库用于整理这些代码链接☆153Updated 2 years ago
- 一维卷积网络用于航空发动机剩余寿命预测☆35Updated 6 years ago
- Remaining useful life prediction for turbofan engine data (C-MAPSS)☆37Updated 5 years ago
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆46Updated 3 years ago
- One model for RUL and fault prognostic prediction on XJTU bearing dataset☆99Updated 6 years ago
- Using LSTM to predict bearings' remaining useful life☆50Updated 4 years ago
- This repository contains parts of code for the publication "Ensembles of Probabilistic LSTM Predictors and Correctors for Bearing Prognos…☆11Updated 3 years ago
- Estimating Remaining Useful Life of a Turbofan Jet Engine using NCMAPSS dataset☆39Updated 2 years ago
- ☆112Updated 3 years ago
- 基于深度学习的机械设备故障诊断方法研究☆48Updated 3 years ago
- Remain useful life prediction of rolling bearing.☆58Updated 5 years ago