mapr-demos / predictive-maintenance
Demonstration of MapR for Industrial IoT
☆112Updated 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
- Predictive Maintenance using Pyspark☆125Updated 5 years ago
- Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy☆122Updated 6 years ago
- Predictive Maintenance System for Digital Factory Automation☆43Updated 5 years ago
- Method for Predicting failures in Equipment using Sensor data. Sensors mounted on devices like IoT devices, Automated manufacturing like …☆110Updated last year
- A notebook tutorial series for performing predictive maintenance using machine learning☆144Updated 4 years ago
- time-series prediction for predictive maintenance☆50Updated 6 years ago
- Data Wrangling, EDA, Feature Engineering, Model Selection, Regression, Binary and Multi-class Classification (Python, scikit-learn)☆265Updated 9 months ago
- MachineLearningSamples-DeepLearningforPredictiveMaintenance☆75Updated 5 years ago
- ☆45Updated 2 years ago
- This research project will illustrate the use of machine learning and deep learning for predictive analysis in industry 4.0.☆123Updated 3 years ago
- ☆30Updated 6 years ago
- Anomaly detection and failure prognosis applied to industrial machines☆27Updated 5 years ago
- LSTMS for Predictive Maintenance☆331Updated 7 years ago
- This project is about predictive maintenance with machine learning. It's a final project of my Computer Science AP degree.☆57Updated 2 years ago
- Curated list of predictive maintenance research and repositories.☆17Updated 5 years ago
- MachineLearningSamples-PredictiveMaitenance☆67Updated 5 years ago
- This workshop will familiarize you with some of the key steps towards building an end-to-end predictive maintenance system leveraging Ama…☆27Updated 4 years ago
- Predicting the Remaining Useful Life (RUL) of simulated Turbofan Engines using Spark ML, Spark Structured Streaming, and Kafka.☆22Updated 5 months ago
- In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbo…☆144Updated 2 years ago
- Leveraging Deep Learning Solutions for Predictive Maintenance of Batteries in Industrial Datasets☆29Updated 7 years ago
- Predict remaining useful life of a component based on historical sensor observations using automated feature engineering☆232Updated last year
- A Notebook where I implement differents anomaly detection algorithms on a simple exemple. The goal was just to understand how the differ…☆122Updated 7 years ago
- This is a repository of sample codes and implementation framework for industrial machine predictive maintenance tasks using deep learning…☆27Updated 10 months ago
- Illustrating a typical Predictive Maintenance use case in an Industrial IoT Scenario. By using Statistical Modelling and Data Visualizati…☆21Updated 2 years ago
- This model comprises of Manufacturing units dataset , sources are telemetry , machine failure , error logs , maintenance and machines con…☆29Updated 11 months ago
- Digital twins in machining process by Generative Adversarial Nets☆46Updated 6 years ago
- demo of a predictive maintenance strategy on mock data for upstream oil & gas☆13Updated 5 years ago
- PCA and DBSCAN based anomaly and outlier detection method for time series data.☆47Updated 6 years ago
- ProFeld: survival analysis, predictive maintenance, churn analysis, and remaining useful life prediction in Python☆21Updated 2 years ago
- Anomaly detection on the UC Berkeley milling data set using a disentangled-variational-autoencoder (beta-VAE). Replication of results as …☆69Updated 3 years ago