mapr-demos / predictive-maintenance
Demonstration of MapR for Industrial IoT
☆113Updated 2 years ago
Alternatives and similar repositories for predictive-maintenance:
Users that are interested in predictive-maintenance are comparing it to the libraries listed below
- Siddhartha80 / AI-Powered-Predictive-Maintenance-System-for-Vehicles-with-Real-Time-Data-Visualization-and-AnalysisGradient Boosting Models on Real-Time Sensor Data for AI-Enhanced Vehicle Predictive Maintenance. By using a web-based interface to forec…☆17Updated 2 months ago
- time-series prediction for predictive maintenance☆49Updated 5 years ago
- Predictive Maintenance System for Digital Factory Automation☆42Updated 5 years ago
- Method for Predicting failures in Equipment using Sensor data. Sensors mounted on devices like IoT devices, Automated manufacturing like …☆108Updated last year
- Predictive Maintenance using Pyspark☆124Updated 5 years ago
- A notebook tutorial series for performing predictive maintenance using machine learning☆143Updated 4 years ago
- LSTMS for Predictive Maintenance☆328Updated 7 years ago
- MachineLearningSamples-DeepLearningforPredictiveMaintenance☆75Updated 5 years ago
- ☆140Updated last year
- ☆30Updated 6 years ago
- This project is about predictive maintenance with machine learning. It's a final project of my Computer Science AP degree.☆54Updated 2 years ago
- Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy☆122Updated 6 years ago
- Data Wrangling, EDA, Feature Engineering, Model Selection, Regression, Binary and Multi-class Classification (Python, scikit-learn)☆257Updated 7 months ago
- MachineLearningSamples-PredictiveMaitenance☆66Updated 5 years ago
- This research project will illustrate the use of machine learning and deep learning for predictive analysis in industry 4.0.☆121Updated 3 years ago
- Leveraging Deep Learning Solutions for Predictive Maintenance of Batteries in Industrial Datasets☆29Updated 7 years ago
- Predicting the Remaining Useful Life (RUL) of simulated Turbofan Engines using Spark ML, Spark Structured Streaming, and Kafka.☆23Updated 3 months ago
- Predict remaining useful life of a component based on historical sensor observations using automated feature engineering☆232Updated last year
- Anomaly detection and failure prognosis applied to industrial machines☆26Updated 5 years ago
- Illustrating a typical Predictive Maintenance use case in an Industrial IoT Scenario. By using Statistical Modelling and Data Visualizati…☆22Updated 2 years ago
- In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbo…☆141Updated 2 years ago
- This is a repository of sample codes and implementation framework for industrial machine predictive maintenance tasks using deep learning…☆27Updated 7 months ago
- This workshop will familiarize you with some of the key steps towards building an end-to-end predictive maintenance system leveraging Ama…☆28Updated 4 years ago
- ☆44Updated 2 years ago
- Final Project for IoT: Big Data Processing and Analytics class. Analyzing U.S nationwide temperature from IoT sensors in real-time☆69Updated 8 years ago
- Hands-On Artificial Intelligence for IoT, published by Packt☆125Updated last year
- Curated list of predictive maintenance research and repositories.☆18Updated 5 years ago
- collection of predictive maintenance solutions for NASAs turbofan (CMAPSS) dataset☆128Updated 3 years ago
- This model comprises of Manufacturing units dataset , sources are telemetry , machine failure , error logs , maintenance and machines con…☆28Updated 9 months ago
- Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.☆647Updated 11 months ago