archd3sai / Predictive-Maintenance-of-Aircraft-EngineView external linksLinks
In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbofan engine.
☆154Aug 3, 2022Updated 3 years ago
Alternatives and similar repositories for Predictive-Maintenance-of-Aircraft-Engine
Users that are interested in Predictive-Maintenance-of-Aircraft-Engine are comparing it to the libraries listed below
Sorting:
- Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy☆130Apr 5, 2018Updated 7 years ago
- Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.☆716Feb 12, 2024Updated 2 years ago
- collection of predictive maintenance solutions for NASAs turbofan (CMAPSS) dataset☆142Jan 24, 2021Updated 5 years ago
- A notebook tutorial series for performing predictive maintenance using machine learning☆156Jun 23, 2020Updated 5 years ago
- This research project will illustrate the use of machine learning and deep learning for predictive analysis in industry 4.0.☆142Jul 11, 2021Updated 4 years ago
- Predictive Maintenance System for Digital Factory Automation☆44Jun 5, 2019Updated 6 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…☆19Jun 20, 2019Updated 6 years ago
- time-series prediction for predictive maintenance☆56Feb 19, 2019Updated 6 years ago
- Predictive Maintenance for Vehicle Fleets☆71Dec 22, 2022Updated 3 years ago
- This project is about predictive maintenance with machine learning. It's a final project of my Computer Science AP degree.☆70Sep 29, 2022Updated 3 years ago
- Datasets for Predictive Maintenance☆153May 8, 2025Updated 9 months ago
- This is a repository of sample codes and implementation framework for industrial machine predictive maintenance tasks using deep learning…☆31May 23, 2024Updated last year
- Data Wrangling, EDA, Feature Engineering, Model Selection, Regression, Binary and Multi-class Classification (Python, scikit-learn)☆283May 25, 2024Updated last year
- Curated list of predictive maintenance research and repositories.☆19Aug 2, 2019Updated 6 years ago
- Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine☆248Oct 2, 2020Updated 5 years ago
- A regression based approach to estimate the Remaining Useful Life (RUL) of a paper mill for a web break prediction problem.☆13May 5, 2022Updated 3 years ago
- demo of a predictive maintenance strategy on mock data for upstream oil & gas☆16Apr 22, 2019Updated 6 years ago
- Illustrating a typical Predictive Maintenance use case in an Industrial IoT Scenario. By using Statistical Modelling and Data Visualizati…☆28May 2, 2022Updated 3 years ago
- ☆15Aug 10, 2021Updated 4 years ago
- ☆84Mar 17, 2019Updated 6 years ago
- Leveraging Deep Learning Solutions for Predictive Maintenance of Batteries in Industrial Datasets☆29Nov 21, 2017Updated 8 years ago
- A framework to implement Machine Learning methods for time series data.☆18Mar 24, 2023Updated 2 years ago
- Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo…☆291Oct 26, 2021Updated 4 years ago
- Deep learning in PHM，Deep learning in fault diagnosis，Deep learning in remaining useful life prediction☆476Mar 24, 2021Updated 4 years ago
- Predict remaining useful life of a component based on historical sensor observations using automated feature engineering☆234Jul 28, 2023Updated 2 years ago
- Deep Learning applied to predictive maintenance use cases☆40Apr 19, 2020Updated 5 years ago
- Code repository for the book 'Machine Learning in Python for Process and Equipment Condition Monitoring, and Predictive Maintenance'☆24Apr 25, 2024Updated last year
- Proof of concept on a predictive maintenance use case using federated learning to continuously improve predictions of the remaining life…☆83May 9, 2023Updated 2 years ago
- ProFeld: survival analysis, predictive maintenance, churn analysis, and remaining useful life prediction in Python☆22Mar 17, 2023Updated 2 years ago
- N-CMAPSS data preparation for Machine Learning and Deep Learning models. (Python source code for new CMAPSS dataset)☆104Apr 13, 2023Updated 2 years ago
- A project focused on the improvement for remaining useful life estimation.☆22Jul 7, 2017Updated 8 years ago
- Prediction of Remaining Useful Life (RUL) of NASA Turbofan Jet Engine using libraries such as Numpy, Matplotlib and Pandas. Prediction is…☆10Apr 18, 2021Updated 4 years ago
- 🖥 Approaching predictive maintenance and engine failure detection, based on open datasets.☆10Feb 1, 2018Updated 8 years ago
- ☆10Jun 4, 2024Updated last year
- Python implementation of the control charts used for process monitoring and anomaly detection☆13Jun 18, 2023Updated 2 years ago
- Convolutional Neural Network based regression approach for estimating machinery's remaining useful life☆139Aug 11, 2019Updated 6 years ago
- PCA and DBSCAN based anomaly and outlier detection method for time series data.☆48Sep 26, 2018Updated 7 years ago
- Bayesian Personalized Ranking in Python☆11Dec 16, 2020Updated 5 years ago
- Anomaly detection in industrial IoT sensors (Collecting data for predictive maintenance)☆11Mar 3, 2020Updated 5 years ago