joehahn / predictive-maintenance-simLinks
demo of a predictive maintenance strategy on mock data for upstream oil & gas
☆14Updated 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
Sorting:
- time-series prediction for predictive maintenance☆51Updated 6 years ago
- A notebook tutorial series for performing predictive maintenance using machine learning☆151Updated 5 years ago
- ☆152Updated 2 years ago
- MachineLearningSamples-DeepLearningforPredictiveMaintenance☆76Updated 6 years ago
- ☆30Updated 7 years ago
- This model comprises of Manufacturing units dataset , sources are telemetry , machine failure , error logs , maintenance and machines con…☆32Updated last year
- Predict the remaining useful life of aircraft components in order to reduce component repair costs, improve component stock availability,…☆28Updated 6 years ago
- Demonstration of MapR for Industrial IoT☆114Updated 2 years ago
- Method for Predicting failures in Equipment using Sensor data. Sensors mounted on devices like IoT devices, Automated manufacturing like …☆113Updated 2 years ago
- Predictive Maintenance using Pyspark☆128Updated 6 years ago
- ☆46Updated 2 years ago
- Company has a fleet of devices transmitting daily aggregated telemetry attributes.Predictive maintenance techniques are designed to help …☆16Updated 4 years ago
- Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy☆126Updated 7 years ago
- LSTMS for Predictive Maintenance☆338Updated 8 years ago
- Predictive Maintenance System for Digital Factory Automation☆45Updated 6 years ago
- MachineLearningSamples-EnergyDemandTimeSeriesForecasting☆44Updated 6 years ago
- Anomaly detection and failure prognosis applied to industrial machines☆28Updated 6 years ago
- Forecasting and anomaly detection of gas consumption☆10Updated 8 years ago
- Data Wrangling, EDA, Feature Engineering, Model Selection, Regression, Binary and Multi-class Classification (Python, scikit-learn)☆272Updated last year
- MachineLearningSamples-PredictiveMaitenance☆68Updated 6 years ago
- Predict remaining useful life of a component based on historical sensor observations using automated feature engineering☆234Updated 2 years ago
- Aircraft engine failure prediction model☆28Updated 2 years ago
- Student Materials for MTC Azure ML Workshop☆31Updated 8 years ago
- Leveraging Deep Learning Solutions for Predictive Maintenance of Batteries in Industrial Datasets☆29Updated 7 years ago
- Dash web app showing when an engine is expected to fail powered by vaex and tf/keras.☆18Updated 4 years ago
- A framework to implement Machine Learning methods for time series data.☆18Updated 2 years ago
- Predicting the Remaining Useful Life (RUL) of simulated Turbofan Engines using Spark ML, Spark Structured Streaming, and Kafka.☆23Updated 11 months ago
- Digital twins in machining process by Generative Adversarial Nets☆48Updated 6 years ago
- The objective of the Project is to predict ‘Full Load Electrical Power Output’ of a Base load operated combined cycle power plant using P…☆13Updated 6 years ago
- ☆14Updated 6 years ago