limingwu8 / Predictive-MaintenanceLinks
time-series prediction for predictive maintenance
☆50Updated 6 years ago
Alternatives and similar repositories for Predictive-Maintenance
Users that are interested in Predictive-Maintenance are comparing it to the libraries listed below
Sorting:
- Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy☆122Updated 7 years ago
- Predictive Maintenance System for Digital Factory Automation☆44Updated 5 years ago
- Anomaly detection and failure prognosis applied to industrial machines☆28Updated 5 years ago
- This project is about predictive maintenance with machine learning. It's a final project of my Computer Science AP degree.☆61Updated 2 years ago
- Leveraging Deep Learning Solutions for Predictive Maintenance of Batteries in Industrial Datasets☆29Updated 7 years ago
- This is a repository of sample codes and implementation framework for industrial machine predictive maintenance tasks using deep learning…☆28Updated last year
- A notebook tutorial series for performing predictive maintenance using machine learning☆145Updated 4 years ago
- This research project will illustrate the use of machine learning and deep learning for predictive analysis in industry 4.0.☆127Updated 3 years ago
- In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbo…☆145Updated 2 years ago
- Curated list of predictive maintenance research and repositories.☆19Updated 5 years ago
- Dashboard designed to demonstrate the power of Machine Learning to predict failures (Remaining Useful Life (RUL)) in wind turbines. To pr…☆46Updated 2 years ago
- Predicting the Remaining Useful Life (RUL) of simulated Turbofan Engines using Spark ML, Spark Structured Streaming, and Kafka.☆22Updated 7 months ago
- ☆15Updated 3 years ago
- ProFeld: survival analysis, predictive maintenance, churn analysis, and remaining useful life prediction in Python☆21Updated 2 years ago
- ☆46Updated 2 years ago
- Data Wrangling, EDA, Feature Engineering, Model Selection, Regression, Binary and Multi-class Classification (Python, scikit-learn)☆267Updated last year
- Illustrating a typical Predictive Maintenance use case in an Industrial IoT Scenario. By using Statistical Modelling and Data Visualizati…☆22Updated 3 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
- Deep Learning applied to predictive maintenance use cases☆36Updated 5 years ago
- collection of predictive maintenance solutions for NASAs turbofan (CMAPSS) dataset☆132Updated 4 years ago
- ☆68Updated 2 years ago
- Demonstration of MapR for Industrial IoT☆113Updated 2 years ago
- Method for Predicting failures in Equipment using Sensor data. Sensors mounted on devices like IoT devices, Automated manufacturing like …☆111Updated last year
- MachineLearningSamples-PredictiveMaitenance☆68Updated 5 years ago
- This is a Machine Learning Practice Case of Predictive Maintenance by Python with NASA's Turbofan Engine Degradation Simulation Data Set.☆13Updated 4 years ago
- LSTM Neural Network to predict NASA's engines failure based on know failures and parameters.☆23Updated 7 years ago
- LSTMS for Predictive Maintenance☆333Updated 7 years ago
- Datasets for Predictive Maintenance☆118Updated 3 weeks ago
- A framework to implement Machine Learning methods for time series data.☆18Updated 2 years ago
- Predict remaining useful life of a component based on historical sensor observations using automated feature engineering☆234Updated last year