joehahn / predictive-maintenance-sim
demo of a predictive maintenance strategy on mock data for upstream oil & gas
☆13Updated 6 years ago
Alternatives and similar repositories for predictive-maintenance-sim:
Users that are interested in predictive-maintenance-sim are comparing it to the libraries listed below
- time-series prediction for predictive maintenance☆49Updated 6 years ago
- MachineLearningSamples-DeepLearningforPredictiveMaintenance☆75Updated 5 years ago
- MachineLearningSamples-PredictiveMaitenance☆67Updated 5 years ago
- Predicting the Remaining Useful Life (RUL) of simulated Turbofan Engines using Spark ML, Spark Structured Streaming, and Kafka.☆22Updated 6 months ago
- Predictive Maintenance System for Digital Factory Automation☆44Updated 5 years ago
- A notebook tutorial series for performing predictive maintenance using machine learning☆145Updated 4 years ago
- ☆144Updated last year
- This model comprises of Manufacturing units dataset , sources are telemetry , machine failure , error logs , maintenance and machines con…☆29Updated last year
- Anomaly detection and failure prognosis applied to industrial machines☆28Updated 5 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 …☆110Updated last year
- Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy☆121Updated 7 years ago
- Dashboard designed to demonstrate the power of Machine Learning to predict failures (Remaining Useful Life (RUL)) in wind turbines. To pr…☆45Updated 2 years ago
- PCA and DBSCAN based anomaly and outlier detection method for time series data.☆47Updated 6 years ago
- Aircraft engine failure prediction model☆29Updated 2 years ago
- Predictive Maintenance using Pyspark☆125Updated 6 years ago
- ☆45Updated 2 years ago
- ProFeld: survival analysis, predictive maintenance, churn analysis, and remaining useful life prediction in Python☆21Updated 2 years ago
- Predict remaining useful life of a component based on historical sensor observations using automated feature engineering☆234Updated last year
- Scripts and datasets for the paper [N. Andrianov, A Machine Learning Approach for Virtual Flow Metering and Forecasting]☆17Updated 7 years ago
- This research project will illustrate the use of machine learning and deep learning for predictive analysis in industry 4.0.☆126Updated 3 years ago
- Illustrating a typical Predictive Maintenance use case in an Industrial IoT Scenario. By using Statistical Modelling and Data Visualizati…☆21Updated 3 years ago
- ☆30Updated 7 years ago
- This project is about predictive maintenance with machine learning. It's a final project of my Computer Science AP degree.☆58Updated 2 years ago
- Dash web app showing when an engine is expected to fail powered by vaex and tf/keras.☆16Updated 3 years ago
- Deep Learning applied to predictive maintenance use cases☆36Updated 5 years ago
- Curated list of predictive maintenance research and repositories.☆18Updated 5 years ago
- ☆15Updated 3 years ago
- Rod Pumping Artificial Lift Model Predictive Control and Moving Horizon Estimation☆14Updated 6 years ago
- Leveraging Deep Learning Solutions for Predictive Maintenance of Batteries in Industrial Datasets☆29Updated 7 years ago