Fault diagnosis of some critical and non-critical faults in electric drives using anomaly detection.
☆13May 21, 2023Updated 2 years ago
Alternatives and similar repositories for Machine-Learning-Based-Fault-Diagnosis-of-Electric-Drives
Users that are interested in Machine-Learning-Based-Fault-Diagnosis-of-Electric-Drives are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This project focuses on developing a machine learning model to classify various electrical fault types in a transmission line. The model …☆15Apr 9, 2024Updated last year
- Wide Kernel Time-Frequency Fusion （WTFF）--Multi-Domain Time-Frequency Fusion Feature Contrastive Learning for Machinery Fault Diagnosis☆14Mar 21, 2025Updated last year
- The source code (Pytorch version) of paper "Multi-modality augmented Prototypical Network for Fault Diagnosis"☆11Aug 26, 2024Updated last year
- A comprehensive gear eccentricity dataset with multiple fault severity levels: Description, characteristics analysis, and fault diagnosis…☆12Feb 6, 2026Updated last month
- Physical-knowledge-Guided and Explainable CNNs for Gear Fault Severity Level Diagnosis☆20Feb 6, 2026Updated last month
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆24Jul 30, 2022Updated 3 years ago
- ANN based electrical fault detection and classification using line and phase currents and voltages.☆14Dec 2, 2022Updated 3 years ago
- FDS-MOMEDA: Optimization-Blind Deconvolution in Finite High-Dimensional Spaces for Extracting Pulse Signal in Rolling Bearing Fault Diagn…☆11May 29, 2024Updated last year
- A system to recognize hand gestures by applying feature extraction, feature selection (PCA) and classification (SVM, decision tree, Neura…☆15Mar 17, 2019Updated 7 years ago
- Motor Current Signature Analysis ML Scripts☆17Jun 6, 2018Updated 7 years ago
- ☆17Sep 12, 2025Updated 6 months ago
- A Large-scale annotated dataset for Energy Anomaly Detection in commercial buildings☆10Jun 28, 2022Updated 3 years ago
- Code for paper being submitted☆14Jul 9, 2025Updated 8 months ago
- The open-source code of "CS-SHAP: Extending SHAP to Cyclic-Spectral Domain for Better Interpretability of Intelligent Fault Diagnosis".☆20Jul 12, 2025Updated 8 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14May 14, 2025Updated 10 months ago
- ☆20Aug 16, 2021Updated 4 years ago
- Python code for TCTL method☆13Jun 22, 2024Updated last year
- A Bayesian Probabilistic Framework for Mechanical Fault Diagnosis☆15Mar 28, 2024Updated 2 years ago
- 用于求解薛定谔方程的数值解☆12Jun 21, 2024Updated last year
- Bandit Optimization Aglorithms and Envelope Analysis based Methods for Machinery Fault Diagnosis☆15Jan 6, 2025Updated last year
- This is an official pytorch implementation for paper "Temporal-Frequency Co-training for Time Series Semi-supervised Learning" (AAAI-23)…☆15May 17, 2024Updated last year
- DMsrTTLN code☆18Aug 25, 2024Updated last year
- [IEEE TII] Balancing Discrepancy and Consistency: Adversarial Single Domain Generalization in Fault Diagnosis☆29Nov 26, 2025Updated 4 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ACAN: A Plug-and-Play Adaptive Center-Aligned Network for Unsupervised Domain Adaptation☆21Sep 12, 2024Updated last year
- ☆24Aug 21, 2025Updated 7 months ago
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆22May 17, 2024Updated last year
- Official implementations of "Frequency-masked Embedding Inference: A Non-Contrastive Approach for Time Series Representation Learning (AA…☆22Jul 10, 2025Updated 8 months ago
- ☆10Jun 4, 2024Updated last year
- Network statistics collection and graphing in Python☆17Sep 30, 2020Updated 5 years ago
- ☆13Mar 1, 2026Updated 3 weeks ago
- This is an official pytorch implementation for paper "Learning Soft Sparse Shapes for Efficient Time-Series Classification" (ICML-25, Spo…☆23Jun 9, 2025Updated 9 months ago
- [NeurIPS 2024] Spiking Graph Neural Networks on Riemannian Manifolds☆20Oct 22, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- This project is a part of ICT730 Hardware Designs for Embedded Systems☆13May 14, 2020Updated 5 years ago
- Extreme Learning Machine (ELM) with Scikit-Learn compatibility☆33Mar 2, 2025Updated last year
- ☆30Jan 17, 2024Updated 2 years ago
- ☆35Nov 20, 2023Updated 2 years ago
- Benchmarking fault detection and diagnosis methods☆32Feb 2, 2025Updated last year
- Line Following and Obstacle Avoiding Robot - Built a line-following and obstacle-avoiding robot using Arduino Microcontroller programmed …☆32May 26, 2024Updated last year
- This code repository is the source code of the paper "Deep Long-Range Spatiotemporal Dependency Synthetic Minority Oversampling Technique…☆13Nov 21, 2025Updated 4 months ago