mhmodir / Induction-Motor-Faults-Detection-with-Stacking-Ensemble-Method-and-Deep-LearningView on GitHub
This is a induction motor faults detection project implemented with Tensorflow. We use Stacking Ensembles method (with Random Forest, Support Vector Machine, Deep Neural Network and Logistic Regression) and Machinery Fault Dataset dataset available on kaggle.
☆28May 8, 2022Updated 3 years ago
Alternatives and similar repositories for Induction-Motor-Faults-Detection-with-Stacking-Ensemble-Method-and-Deep-Learning
Users that are interested in Induction-Motor-Faults-Detection-with-Stacking-Ensemble-Method-and-Deep-Learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 🧠 A model for early detection of multiple faults in induction motors based on the use of PCA and multilabel decision-trees☆34Jun 2, 2021Updated 4 years ago
- Improving on NASA's work with induction motor bearing fault detection using RNN-powered smart sensors.☆31Aug 26, 2019Updated 6 years ago
- CNN and LSTM have been trained on CWRU Bearing Dataset and results tested on Simulink Data☆18Oct 5, 2024Updated last year
- Multi-sensor data collection gathered to expand research on anomaly detection, fault diagnosis, and predictive maintenance, mainly using …☆47Aug 7, 2025Updated 8 months ago
- Machine Learning Based Unbalance Detection of a Rotating Shaft Using Vibration Data☆45Aug 5, 2022Updated 3 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.
- ☆16Jun 27, 2022Updated 3 years ago
- Vibration analysis tool, Signal processing tool☆14Apr 11, 2023Updated 3 years ago
- Unsupervised anomaly detection in vibration signal using PyCaret vs BiLSTM☆15Mar 12, 2026Updated last month
- ☆14Nov 15, 2022Updated 3 years ago
- ☆13Sep 11, 2022Updated 3 years ago
- Effective Fault Diagnosis Based on Wavelet and Convolutional Attention Neural Network for Induction Motors☆24Oct 29, 2022Updated 3 years ago
- Detection and multi-class classification of Bearing faults using Image classification from Case Western Reserve University data of bearin…☆24Feb 9, 2022Updated 4 years ago
- An LPTN informed LSTM for real-time multi-temperature estimation in PMSMs☆13Jun 5, 2024Updated last year
- 传感器故障检测,多输入输出神经网络模型☆12Mar 9, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Based on C89, 3 methods☆15Apr 11, 2023Updated 3 years ago
- A repository of AI and machine learning pre-built models for the data scientist.☆14Apr 26, 2022Updated 4 years ago
- With the advent of Industry 4.0, manufacturing industries are competing to adopt intelligent machining systems into their processes to ge…☆13May 22, 2020Updated 5 years ago
- A rewrite of the Assembly Line Game made in Unity☆12Dec 27, 2022Updated 3 years ago
- ☆12Dec 14, 2021Updated 4 years ago
- The following is a machine learning project to classify induction motor fault modes.☆34Oct 24, 2021Updated 4 years ago
- Based on the IRB120 robotic arm model provided by ABB's official website, use Maya to integrate the model and import it into Unity; use R…☆19Mar 29, 2023Updated 3 years ago
- Estimate intrinsic Permanent Magnet Synchronous Motor temperatures with deep recurrent and convolutional neural networks.☆18Oct 8, 2019Updated 6 years ago
- ☆17Aug 6, 2025Updated 8 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Abdulhamid97Mousa / Bearing-Fault-Diagnosis-Method-Based-on-Spectrum-Map-Information-Fusion-and-CNNsReproduce Published Article "Bearing Fault Diagnosis Method Based on Spectrum Map Information Fusion and Convolutional Neural Network""☆25Nov 20, 2022Updated 3 years ago
- ☆12Jul 4, 2024Updated last year
- Fault Diagnosis of Interturn short circuit of Permanent Magnet Synchronous Motor based on Depth Learning☆20Sep 13, 2018Updated 7 years ago
- This repository contains data and code that implement common machine learning algorithms for machinery condition monitoring task.☆97Jan 5, 2025Updated last year
- AASPortal is a Node.js based web portal for the visualization and management of Asset Administration Shells (AAS).☆14Updated this week
- A training code for data fusion. States (world frame): position, orientation(Euler angles, ZXY), velocity, gyroscope bais, acceleration …☆22Jan 24, 2017Updated 9 years ago
- ViMag: A Visual Vibration Toolbox☆19Jan 24, 2025Updated last year
- for my thesis work☆18May 1, 2021Updated 4 years ago
- Source code and study data for the TOG 2021 paper: Mid-Air Drawing of Curves on 3D Surfaces in Virtual Reality.☆23Mar 22, 2022Updated 4 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.
- Plant disease detection and remedy suggestions using Deep Learning, Server Computing and Android.☆29Apr 4, 2020Updated 6 years ago
- Repository linked to "Anomaly detection in Smart-manufacturing era: A review"☆20Aug 20, 2023Updated 2 years ago
- ☆36Aug 8, 2023Updated 2 years ago
- Platform agnostic Rust driver for the CCS811 ultra-low power digital gas sensor for monitoring indoor air quality☆15Mar 5, 2025Updated last year
- CHEERBOT is a special chatbot with whom you can text-chat, voice chat. It will cheer you up if you're sad and make you happier if you're …☆11Apr 29, 2021Updated 5 years ago
- 整理35篇期刊所使用的benchmark function(2007-2021),並且統計各benchmark function的出現次數☆19Nov 4, 2021Updated 4 years ago
- An Augmented Reality Application that helps you test tiles on your floor, before buying from shops.☆15Aug 14, 2022Updated 3 years ago