Papers and datasets for Vibration Analysis
☆220Feb 2, 2025Updated last year
Alternatives and similar repositories for PredictiveMaintenance-and-Vibration-Resources
Users that are interested in PredictiveMaintenance-and-Vibration-Resources are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Machine Learning Based Unbalance Detection of a Rotating Shaft Using Vibration Data☆45Aug 5, 2022Updated 3 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
- Datasets for Predictive Maintenance☆162May 8, 2025Updated last year
- Vibration Analysis for Fault Detection using STFT, FFT in Python☆26Oct 21, 2022Updated 3 years ago
- Unsupervised anomaly detection in vibration signal using PyCaret vs BiLSTM☆15May 11, 2026Updated 2 weeks ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Vibration Testing module affiliated with the in-progress manuscript Vibration Testing with Modal Analysis and Health Monitoring- Python v…☆52Nov 15, 2020Updated 5 years ago
- time-series prediction for predictive maintenance☆56Feb 19, 2019Updated 7 years ago
- Exploratory Data Analysis of the popular dataset N-CMAPSS (source: https://data.nasa.gov/Aerospace/CMAPSS-Jet-Engine-Simulated-Data/ff5v-…☆15Nov 21, 2023Updated 2 years ago
- This research project will illustrate the use of machine learning and deep learning for predictive analysis in industry 4.0.☆144Jul 11, 2021Updated 4 years ago
- This is a induction motor faults detection project implemented with Tensorflow. We use Stacking Ensembles method (with Random Forest, Sup…☆29May 8, 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
- Repository linked to "Anomaly detection in Smart-manufacturing era: A review"☆20Aug 20, 2023Updated 2 years ago
- Application of machine/deep learning models & algorithms in the energy sector☆17Feb 18, 2024Updated 2 years ago
- Dashboard designed to demonstrate the power of Machine Learning to predict failures (Remaining Useful Life (RUL)) in wind turbines. To pr…☆57Mar 30, 2026Updated last month
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Baseline study on the development of predictive maintenance techniques using open data. Two problems are discussed: classifying a vibrati…☆21Jun 10, 2021Updated 4 years ago
- Failure Mode Classification from the NASA/IMS Bearing Dataset☆44Jan 3, 2023Updated 3 years ago
- Analyze vibration/shock signal using python spicy, bumpy and python☆50Jul 26, 2016Updated 9 years ago
- Model analysis tools for TensorFlow☆11Oct 27, 2019Updated 6 years ago
- Predictive Maintenance System for Digital Factory Automation☆46Jun 5, 2019Updated 6 years ago
- Bearing fault detection public datasets collection.☆83Apr 7, 2026Updated last month
- The following is a machine learning project to classify induction motor fault modes.☆34Oct 24, 2021Updated 4 years ago
- Repo for the Neurips Learning to Predict Structural Vibrations paper, provides a dataset and method for vibration prediction in plate str…☆13Oct 7, 2025Updated 7 months ago
- Multi-sensor data collection gathered to expand research on anomaly detection, fault diagnosis, and predictive maintenance, mainly using …☆49Aug 7, 2025Updated 9 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A Dual-View Network For Imbalanced Fault Diagnosis of Rotating Machinery☆11Aug 29, 2023Updated 2 years ago
- This repository contains data and code that implement common machine learning algorithms for machinery condition monitoring task.☆98Jan 5, 2025Updated last year
- A collection of datasets ready to use with TensorFlow☆15Dec 10, 2019Updated 6 years ago
- Masters Thesis: Hybrid Approach to planetary gearbox prognostics (University of Pretoria, South-Africa, CAIM)☆10Dec 11, 2020Updated 5 years ago
- Predictive Maintenance for Vehicle Fleets☆73Dec 22, 2022Updated 3 years ago
- ☆11Jan 11, 2022Updated 4 years ago
- Anomaly detection and failure prognosis applied to industrial machines☆28Jun 6, 2019Updated 6 years ago
- This repository contains code that implement common machine learning algorithms for remaining useful life (RUL) prediction.☆219Jan 5, 2025Updated last year
- An open-source mechanical failure dataset is available, comprising 30+ categories including bearings, gears, pumps, and others.（30余个开源故障…☆136Jun 24, 2025Updated 11 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbo…☆158Aug 3, 2022Updated 3 years ago
- Source Code for 'Spring Cloud Data Flow' by Felipe Gutierrez☆13Jan 7, 2021Updated 5 years ago
- Machine Learning on Arduino's Repository☆11Sep 12, 2020Updated 5 years ago
- This repository contains Tensorflow 2 code for Attention Mechanisms chapter of Dive into Deep Learning (D2L) book.☆13Jan 22, 2022Updated 4 years ago
- Visual Inspection AI Edge solution infrastructure provisioning scripts☆17Nov 12, 2024Updated last year
- A framework for building predictive modeling applications☆39Jul 27, 2022Updated 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