sabderra / predictive-maintenance-sparkLinks
Predicting the Remaining Useful Life (RUL) of simulated Turbofan Engines using Spark ML, Spark Structured Streaming, and Kafka.
☆24Updated last year
Alternatives and similar repositories for predictive-maintenance-spark
Users that are interested in predictive-maintenance-spark are comparing it to the libraries listed below
Sorting:
- This project is about predictive maintenance with machine learning. It's a final project of my Computer Science AP degree.☆69Updated 3 years ago
- time-series prediction for predictive maintenance☆56Updated 6 years ago
- A notebook tutorial series for performing predictive maintenance using machine learning☆155Updated 5 years ago
- Predictive Maintenance System for Digital Factory Automation☆44Updated 6 years ago
- ProFeld: survival analysis, predictive maintenance, churn analysis, and remaining useful life prediction in Python☆22Updated 2 years ago
- This is a repository of sample codes and implementation framework for industrial machine predictive maintenance tasks using deep learning…☆31Updated last year
- Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy☆128Updated 7 years ago
- This research project will illustrate the use of machine learning and deep learning for predictive analysis in industry 4.0.☆142Updated 4 years ago
- Deep Learning applied to predictive maintenance use cases☆40Updated 5 years ago
- Anomaly detection and failure prognosis applied to industrial machines☆28Updated 6 years ago
- Data Wrangling, EDA, Feature Engineering, Model Selection, Regression, Binary and Multi-class Classification (Python, scikit-learn)☆284Updated last year
- Leveraging Deep Learning Solutions for Predictive Maintenance of Batteries in Industrial Datasets☆29Updated 8 years ago
- Demonstration of MapR for Industrial IoT☆117Updated 3 years ago
- Code repository for the book 'Machine Learning in Python for Process and Equipment Condition Monitoring, and Predictive Maintenance'☆24Updated last year
- In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbo…☆154Updated 3 years ago
- Company has a fleet of devices transmitting daily aggregated telemetry attributes.Predictive maintenance techniques are designed to help …☆16Updated 4 years ago
- This is a Machine Learning Practice Case of Predictive Maintenance by Python with NASA's Turbofan Engine Degradation Simulation Data Set.☆12Updated 5 years ago
- Illustrating a typical Predictive Maintenance use case in an Industrial IoT Scenario. By using Statistical Modelling and Data Visualizati…☆26Updated 3 years ago
- LSTMS for Predictive Maintenance☆340Updated 8 years ago
- PCA and DBSCAN based anomaly and outlier detection method for time series data.☆48Updated 7 years ago
- Predict remaining useful lifetime of an electric car accurately to help drive owner satisfaction and future purchases. This solution comp…☆14Updated 4 years ago
- A regression based approach to estimate the Remaining Useful Life (RUL) of a paper mill for a web break prediction problem.☆13Updated 3 years ago
- Anomaly detection on the UC Berkeley milling data set using a disentangled-variational-autoencoder (beta-VAE). Replication of results as …☆74Updated 4 years ago
- Digital twins in machining process by Generative Adversarial Nets☆48Updated 6 years ago
- Curated list of predictive maintenance research and repositories.☆19Updated 6 years ago
- collection of predictive maintenance solutions for NASAs turbofan (CMAPSS) dataset☆139Updated 4 years ago
- Dashboard designed to demonstrate the power of Machine Learning to predict failures (Remaining Useful Life (RUL)) in wind turbines. To pr…☆55Updated 3 years ago
- Aircraft engine failure prediction model☆28Updated 2 years ago
- Method for Predicting failures in Equipment using Sensor data. Sensors mounted on devices like IoT devices, Automated manufacturing like …☆114Updated 4 months ago
- ☆46Updated 3 years ago