nagdevAmruthnath / Predictive-MaintenanceLinks
A notebook tutorial series for performing predictive maintenance using machine learning
☆148Updated 5 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:
- Data Wrangling, EDA, Feature Engineering, Model Selection, Regression, Binary and Multi-class Classification (Python, scikit-learn)☆270Updated last year
- time-series prediction for predictive maintenance☆51Updated 6 years ago
- Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy☆122Updated 7 years ago
- In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbo…☆145Updated 2 years ago
- Predict remaining useful life of a component based on historical sensor observations using automated feature engineering☆234Updated last year
- Predictive Maintenance System for Digital Factory Automation☆44Updated 6 years ago
- This research project will illustrate the use of machine learning and deep learning for predictive analysis in industry 4.0.☆130Updated 4 years ago
- LSTMS for Predictive Maintenance☆334Updated 7 years ago
- Demonstration of MapR for Industrial IoT☆113Updated 2 years ago
- Anomaly detection and failure prognosis applied to industrial machines☆28Updated 6 years ago
- This project is about predictive maintenance with machine learning. It's a final project of my Computer Science AP degree.☆64Updated 2 years ago
- Leveraging Deep Learning Solutions for Predictive Maintenance of Batteries in Industrial Datasets☆29Updated 7 years ago
- collection of predictive maintenance solutions for NASAs turbofan (CMAPSS) dataset☆135Updated 4 years ago
- Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.☆687Updated last year
- This is a repository of sample codes and implementation framework for industrial machine predictive maintenance tasks using deep learning…☆28Updated last year
- Deep Learning applied to predictive maintenance use cases☆37Updated 5 years ago
- ☆46Updated 2 years ago
- Datasets for Predictive Maintenance☆122Updated 2 months ago
- Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine☆242Updated 4 years ago
- Anomaly detection on the UC Berkeley milling data set using a disentangled-variational-autoencoder (beta-VAE). Replication of results as …☆71Updated 4 years ago
- Tool wear prediction by residual CNN☆77Updated 4 years ago
- A Notebook where I implement differents anomaly detection algorithms on a simple exemple. The goal was just to understand how the differ…☆123Updated 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
- An LSTM Autoencoder for rare event classification☆105Updated 5 years ago
- Method for Predicting failures in Equipment using Sensor data. Sensors mounted on devices like IoT devices, Automated manufacturing like …☆112Updated last year
- Source Code for 'Beginning Anomaly Detection Using Python-Based Deep Learning' by Sridhar Alla and Suman Kalyan Adari☆84Updated 5 years ago
- PCA and DBSCAN based anomaly and outlier detection method for time series data.☆48Updated 6 years ago
- AI deep learning neural network for anomaly detection using Python, Keras and TensorFlow☆213Updated 4 years ago
- Curated list of predictive maintenance research and repositories.☆19Updated 5 years ago
- Transfer Learning for Time Series Prediction Task☆104Updated 6 years ago