AndreaPi / Analysis-of-NASA-Turbofan-Degradation-DataLinks
Exploratory Data Analysis of the engine simulation data in dataset 6, subset FD001, from https://ti.arc.nasa.gov/tech/dash/groups/pcoe/prognostic-data-repository/
☆16Updated 7 years ago
Alternatives and similar repositories for Analysis-of-NASA-Turbofan-Degradation-Data
Users that are interested in Analysis-of-NASA-Turbofan-Degradation-Data are comparing it to the libraries listed below
Sorting:
- This is a Machine Learning Practice Case of Predictive Maintenance by Python with NASA's Turbofan Engine Degradation Simulation Data Set.☆12Updated 4 years ago
- ProFeld: survival analysis, predictive maintenance, churn analysis, and remaining useful life prediction in Python☆21Updated 2 years ago
- In this project, I have employed various regression techniques to estimate the Power curve of an on-shore Wind turbine. Nonlinear trees b…☆17Updated 6 years ago
- Code repository for the book 'Machine Learning in Python for Process and Equipment Condition Monitoring, and Predictive Maintenance'☆15Updated last year
- Clustering-based Forecasting Method for Individual End-consumer Electricity Consumption Using Smart Grid Data☆10Updated 6 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
- CeRULEo: Comprehensive utilitiEs for Remaining Useful Life Estimation methOds☆29Updated last year
- DualAQD: Dual Accuracy-quality-driven Prediction Intervals. IEEE TNNLS 2023.☆10Updated last year
- Tidy multi-material machine tool wear dataset for prognostics and health monitoring.☆17Updated last year
- Digital twin for reliability and predictive maintenance☆18Updated 3 months ago
- EDA and Time Series Stream Clustering for London Smart Meter Dataset, using Autoencoder with Kmeans algorithm, DB Scan, and Hierarchical …☆12Updated 4 years ago
- In this project, high dimensional noisy data collected from thousands of trucks during the course of 4 years was compressed using Artific…☆13Updated 4 years ago
- This repository holds the results of a project on Remaining Useful Lifetime estimation of a turbofan engine for a course of Delft Univers…☆13Updated 7 years ago
- We will do a condition monitoring of a test hydraulic rig, using various sensor values and using xgboost for classification☆12Updated 6 years ago
- An R implementation of some of the data science methods for wind energy (DSWE) applications.☆10Updated last year
- Machine Learning end-to-end project for explainable predictive maintenance☆7Updated 7 months ago
- This is a repository of sample codes and implementation framework for industrial machine predictive maintenance tasks using deep learning…☆29Updated last year
- ☆28Updated 4 years ago
- ☆10Updated last year
- HW1 for CS 687 - Time series clustering using dynamic time warping (DTW)☆10Updated 8 years ago
- Profit-driven demand forecasting with gradient boosted trees☆10Updated 2 years ago
- Remaining Useful Life (RUL) prediction for Turbofan Engines☆26Updated 3 years ago
- Statistical methods and visualizations often used in reliability engineering including the well-known weibull analysis and Monte Carlo si…☆12Updated 2 years ago
- Statistical model on NBA basketball players' performance using multiple linear regression and stepwise search.☆8Updated 6 years ago
- In this repository you will find scripts, datasets, examples developped in the book "System Reliability Theory; Models, Statistical Metho…☆19Updated 4 years ago
- Friday Forecasting Talks materials☆11Updated last year
- This project uses Transformer-based RNN model to predict the remaining useful life (RUL) of turbo fan jet engines using NASA's C-MAPSS si…☆13Updated last year
- Data science applied to problems in manufacturing (and some other ML stuff too).☆13Updated 3 years ago
- Wrapper around MLForecast for more plug and play forecasting☆10Updated last year
- Digital twins in machining process by Generative Adversarial Nets☆48Updated 6 years ago