mapr-demos / predictive-maintenanceLinks
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
Sorting:
- A notebook tutorial series for performing predictive maintenance using machine learning☆149Updated 5 years ago
- Predictive Maintenance System for Digital Factory Automation☆44Updated 6 years ago
- Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy☆124Updated 7 years ago
- Method for Predicting failures in Equipment using Sensor data. Sensors mounted on devices like IoT devices, Automated manufacturing like …☆112Updated last year
- time-series prediction for predictive maintenance☆51Updated 6 years ago
- This research project will illustrate the use of machine learning and deep learning for predictive analysis in industry 4.0.☆135Updated 4 years ago
- Data Wrangling, EDA, Feature Engineering, Model Selection, Regression, Binary and Multi-class Classification (Python, scikit-learn)☆271Updated last year
- LSTMS for Predictive Maintenance☆335Updated 8 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 9 months ago
- This project is about predictive maintenance with machine learning. It's a final project of my Computer Science AP degree.☆66Updated 2 years ago
- Predictive Maintenance using Pyspark☆127Updated 6 years ago
- In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbo…☆147Updated 3 years ago
- MachineLearningSamples-DeepLearningforPredictiveMaintenance☆76Updated 6 years ago
- ☆46Updated 2 years ago
- Digital twins in machining process by Generative Adversarial Nets☆48Updated 6 years ago
- ☆30Updated 7 years ago
- Anomaly detection and failure prognosis applied to industrial machines☆28Updated 6 years ago
- Hands-On Artificial Intelligence for IoT, published by Packt☆140Updated 2 years ago
- Predict remaining useful life of a component based on historical sensor observations using automated feature engineering☆234Updated 2 years ago
- Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.☆693Updated last year
- Papers and datasets for Vibration Analysis☆177Updated 6 months ago
- Aircraft engine failure prediction model☆28Updated 2 years ago
- Anomaly detection on the UC Berkeley milling data set using a disentangled-variational-autoencoder (beta-VAE). Replication of results as …☆72Updated 4 years ago
- This is a repository of sample codes and implementation framework for industrial machine predictive maintenance tasks using deep learning…☆29Updated last year
- This model comprises of Manufacturing units dataset , sources are telemetry , machine failure , error logs , maintenance and machines con…☆31Updated last year
- False Data Injection Attacks in Internet of Things and Deep Learning enabled Predictive Analytics☆46Updated 4 years ago
- Dash web app showing when an engine is expected to fail powered by vaex and tf/keras.☆18Updated 3 years ago
- collection of predictive maintenance solutions for NASAs turbofan (CMAPSS) dataset☆135Updated 4 years ago
- This is a induction motor faults detection project implemented with Tensorflow. We use Stacking Ensembles method (with Random Forest, Sup…☆26Updated 3 years ago