JunkaiCheng / CNC-RUL-PredictionLinks
It aims to implement a real-time system to monitor the tool condition and predict the Remaining Useful Life (RUL) Computer Numerical Control (CNC) machine tools.
☆18Updated 5 years ago
Alternatives and similar repositories for CNC-RUL-Prediction
Users that are interested in CNC-RUL-Prediction are comparing it to the libraries listed below
Sorting:
- Code used in Thesis "Convolutional Recurrent Neural Networks for Remaining Useful Life Prediction in Mechanical Systems".☆83Updated 6 years ago
- One model for RUL and fault prognostic prediction on XJTU bearing dataset☆96Updated 6 years ago
- Bearing fault diagnosis is important in condition monitoring of any rotating machine. Early fault detection in machinery can save million…☆99Updated 5 years ago
- remaining useful life, residual useful life, remaining life estimation, survival analysis, degradation models, run-to-failure models, con…☆26Updated 4 years ago
- Bearing remaining useful life prediction using support vector machine and hybrid degradation tracking model - Implementation of Research …☆48Updated 3 years ago
- domain adaption with LSGAN for bearing fault diagnosis☆74Updated 7 years ago
- ☆15Updated 3 years ago
- Prediction of remaining useful life (RUL)☆17Updated 7 years ago
- Remaining useful life prediction for turbofan engine data (C-MAPSS)☆35Updated 5 years ago
- Code and supplementary material for ICPHM2020☆26Updated 5 years ago
- Official implementation of https://arxiv.org/abs/1911.06256. Bayesian and frequentist deep learning models for remaining useful life (RUL…☆21Updated 5 years ago
- This work presents a multi-feature fusion neural network (MSFN) comprised of two inception layer-type multiple channel networks (MCN) for…☆19Updated 4 years ago
- The source code of paper: Trend attention fully convolutional network for remaining useful life estimation in the turbofan engine PHM of …☆58Updated 2 years ago
- Remain useful life prediction of rolling bearing.☆58Updated 4 years ago
- The project focuses on prediction of RUL (Remaining Useful Life) of aircraft engine. The acitivity is carried out in PyTorch frameowrk us…☆11Updated 3 years ago
- ☆53Updated 2 years ago
- TensorFlow implementation of a CNN based mechanical science paper☆46Updated 7 years ago
- For better estimation of aero-engine RUL, we concatenate 1-D CNN and LSTM in a parallel structure.☆15Updated 5 years ago
- Attention-based multihead model for optimized aircraft engine remaining useful life prediction☆56Updated last year
- These codes realize data transformation and simple data processing for fault diagnosis.☆92Updated 7 years ago
- Data set for Rolling Element Bearing Fault Diagnosis example in Predictive Maintenance Toolbox☆38Updated 2 years ago
- RUL Nasa Turbofan Dataset (paper)☆26Updated 5 years ago
- ☆64Updated 4 years ago
- ☆23Updated 4 years ago
- ☆23Updated 3 years ago
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆42Updated 3 years ago
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆19Updated 5 years ago
- Predict remaining useful life of a machine from it's historical data using CNN and LSTM☆32Updated 6 years ago
- A collection of unsupervised domain adaption algorithms for RUL estimation.☆37Updated last year
- Source codes for paper "A weighted multi-scale dictionary learning model and its applications on bearing fault diagnosis"☆43Updated 5 years ago