time-series prediction for predictive maintenance
☆56Feb 19, 2019Updated 7 years ago
Alternatives and similar repositories for Predictive-Maintenance
Users that are interested in Predictive-Maintenance are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Baseline study on the development of predictive maintenance techniques using open data. Two problems are discussed: classifying a vibrati…☆22Jun 10, 2021Updated 5 years ago
- Curated list of predictive maintenance research and repositories.☆19Aug 2, 2019Updated 7 years ago
- Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy☆132Apr 5, 2018Updated 8 years ago
- Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.☆737Feb 12, 2024Updated 2 years ago
- Datasets for Predictive Maintenance☆168Jul 30, 2026Updated last week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ProFeld: survival analysis, predictive maintenance, churn analysis, and remaining useful life prediction in Python☆23Mar 17, 2023Updated 3 years ago
- Illustrating a typical Predictive Maintenance use case in an Industrial IoT Scenario. By using Statistical Modelling and Data Visualizati…☆29May 2, 2022Updated 4 years ago
- This project is about predictive maintenance with machine learning. It's a final project of my Computer Science AP degree.☆73Sep 29, 2022Updated 3 years ago
- This is a repository of sample codes and implementation framework for industrial machine predictive maintenance tasks using deep learning…☆33May 23, 2024Updated 2 years ago
- This is a Machine Learning Practice Case of Predictive Maintenance by Python with NASA's Turbofan Engine Degradation Simulation Data Set.☆12Jan 13, 2021Updated 5 years ago
- A notebook tutorial series for performing predictive maintenance using machine learning☆156Jun 23, 2020Updated 6 years ago
- demo of a predictive maintenance strategy on mock data for upstream oil & gas☆17Apr 22, 2019Updated 7 years ago
- ☆85Mar 17, 2019Updated 7 years ago
- Demonstration of MapR for Industrial IoT☆120Oct 18, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Digital twin for reliability and predictive maintenance☆27Apr 21, 2025Updated last year
- ☆30Apr 26, 2018Updated 8 years ago
- Code repository for the book 'Machine Learning in Python for Process and Equipment Condition Monitoring, and Predictive Maintenance'☆27Apr 25, 2024Updated 2 years ago
- Predictive Maintenance avoids the drawbacks of Preventive Maintenance (under utilization of a part's life) and Reactive Maintenance (unsc…☆17Apr 25, 2022Updated 4 years ago
- Predicting the Remaining Useful Life (RUL) of simulated Turbofan Engines using Spark ML, Spark Structured Streaming, and Kafka.☆26Oct 15, 2024Updated last year
- Predicting maintenance using IOT and ANN by sending data via Bluetooth 🕒☆14May 5, 2020Updated 6 years ago
- Predicting the Remaining Useful Life (RUL) of simulated turbofan data using Keras and LSTM.☆39Jan 23, 2019Updated 7 years ago
- This research project will illustrate the use of machine learning and deep learning for predictive analysis in industry 4.0.☆146Jul 11, 2021Updated 5 years ago
- Anomaly detection in industrial IoT sensors (Collecting data for predictive maintenance)☆11Mar 3, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Crypto coin ticker counter for Reddit comments.☆10Dec 1, 2021Updated 4 years ago
- Application of machine/deep learning models & algorithms in the energy sector☆18Feb 18, 2024Updated 2 years ago
- ☆10Jun 4, 2024Updated 2 years ago
- 🖥 Approaching predictive maintenance and engine failure detection, based on open datasets.☆10Feb 1, 2018Updated 8 years ago
- collection of predictive maintenance solutions for NASAs turbofan (CMAPSS) dataset☆150Jan 24, 2021Updated 5 years ago
- Deep Learning applied to predictive maintenance use cases☆43Apr 19, 2020Updated 6 years ago
- A neural network approach for predicting imminent failures in a smart power grid☆16Apr 4, 2022Updated 4 years ago
- Source Code for 'Spring Cloud Data Flow' by Felipe Gutierrez☆13Jan 7, 2021Updated 5 years ago
- Papers and datasets for Vibration Analysis☆226Feb 2, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- LSTM Neural Network to predict NASA's engines failure based on know failures and parameters.☆24Mar 4, 2018Updated 8 years ago
- Data Wrangling, EDA, Feature Engineering, Model Selection, Regression, Binary and Multi-class Classification (Python, scikit-learn)☆290May 25, 2024Updated 2 years ago
- This workshop will familiarize you with some of the key steps towards building an end-to-end predictive maintenance system leveraging Ama…☆27Jun 4, 2020Updated 6 years ago
- Machine Learning Projects on IOT sensor data☆10May 6, 2019Updated 7 years ago
- An inventory management system using Django web framework☆12Sep 29, 2020Updated 5 years ago
- Predictive Maintenance using Pyspark☆131Apr 26, 2019Updated 7 years ago
- LSTMS for Predictive Maintenance☆343Jul 31, 2017Updated 9 years ago