Samimust / predictive-maintenanceLinks
Data Wrangling, EDA, Feature Engineering, Model Selection, Regression, Binary and Multi-class Classification (Python, scikit-learn)
☆267Updated last year
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☆145Updated 4 years ago
- LSTMS for Predictive Maintenance☆333Updated 7 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
- Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.☆683Updated last year
- Predict remaining useful life of a component based on historical sensor observations using automated feature engineering☆234Updated last year
- This research project will illustrate the use of machine learning and deep learning for predictive analysis in industry 4.0.☆127Updated 3 years ago
- time-series prediction for predictive maintenance☆50Updated 6 years ago
- This project is about predictive maintenance with machine learning. It's a final project of my Computer Science AP degree.☆61Updated 2 years ago
- Predictive Maintenance System for Digital Factory Automation☆44Updated 6 years ago
- collection of predictive maintenance solutions for NASAs turbofan (CMAPSS) dataset☆132Updated 4 years ago
- Anomaly detection and failure prognosis applied to industrial machines☆28Updated 5 years ago
- This is a repository of sample codes and implementation framework for industrial machine predictive maintenance tasks using deep learning…☆28Updated last year
- ☆46Updated 2 years ago
- Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine☆241Updated 4 years ago
- Introduction to time series preprocessing and forecasting in Python using AR, MA, ARMA, ARIMA, SARIMA and Prophet model with forecast eva…☆324Updated 6 years ago
- Method for Predicting failures in Equipment using Sensor data. Sensors mounted on devices like IoT devices, Automated manufacturing like …☆111Updated last year
- Datasets for Predictive Maintenance☆118Updated 3 weeks ago
- Predictive Maintenance using Pyspark☆126Updated 6 years ago
- ☆147Updated last year
- Econometric Approach to Time Series Analysis — Seasonal ARIMA in Python☆23Updated 5 years ago
- An LSTM Autoencoder for rare event classification☆106Updated 5 years ago
- LSTM Neural Network to predict NASA's engines failure based on know failures and parameters.☆23Updated 7 years ago
- This is an experimental of anomalies detection by applying different approach to the problem. PCA component regularization method, K-Mean…☆21Updated 6 years ago
- Demonstration of MapR for Industrial IoT☆113Updated 2 years ago
- Convolutional Neural Network based regression approach for estimating machinery's remaining useful life☆137Updated 5 years ago
- This repository contains code that implement common machine learning algorithms for remaining useful life (RUL) prediction.☆192Updated 5 months ago
- MachineLearningSamples-PredictiveMaitenance☆68Updated 5 years ago
- Leveraging Deep Learning Solutions for Predictive Maintenance of Batteries in Industrial Datasets☆29Updated 7 years ago
- Curated list of predictive maintenance research and repositories.☆19Updated 5 years ago