ML-PSE / Machine_Learning_for_PM_and_PdM
Code repository for the book 'Machine Learning in Python for Process and Equipment Condition Monitoring, and Predictive Maintenance'
☆13Updated 11 months ago
Alternatives and similar repositories for Machine_Learning_for_PM_and_PdM:
Users that are interested in Machine_Learning_for_PM_and_PdM are comparing it to the libraries listed below
- Remaining Useful Life (RUL) prediction for Turbofan Engines☆25Updated 3 years ago
- ML Approaches for RUL Prediction, Anomaly Detection, Survival Analysis and Failure Classification☆30Updated last year
- ProFeld: survival analysis, predictive maintenance, churn analysis, and remaining useful life prediction in Python☆21Updated 2 years ago
- remaining useful life, residual useful life, remaining life estimation, survival analysis, degradation models, run-to-failure models, con…☆27Updated 4 years ago
- Baseline study on the development of predictive maintenance techniques using open data. Two problems are discussed: classifying a vibrati…☆19Updated 3 years ago
- Dashboard designed to demonstrate the power of Machine Learning to predict failures (Remaining Useful Life (RUL)) in wind turbines. To pr…☆45Updated 2 years ago
- Evolutionary Neural Architecture Search for Remaining Useful Life Prediction☆27Updated 2 years ago
- Exploratory Data Analysis of the popular dataset N-CMAPSS (source: https://data.nasa.gov/Aerospace/CMAPSS-Jet-Engine-Simulated-Data/ff5v-…☆11Updated last year
- collection of predictive maintenance solutions for NASAs turbofan (CMAPSS) dataset☆132Updated 4 years ago
- A project focused on the improvement for remaining useful life estimation.☆21Updated 7 years ago
- Prediction of Remaining Useful Life (RUL) of NASA Turbofan Jet Engine using libraries such as Numpy, Matplotlib and Pandas. Prediction is…☆10Updated 4 years ago
- This project is about predictive maintenance with machine learning. It's a final project of my Computer Science AP degree.☆58Updated 2 years ago
- RNN-flavoured Ensembling to Predict Remaining Useful Life of Lithium-ion Batteries