Hierarchical Multiscale Convolutional Neural Network (HMSCNN) for Fault Diagnosis in Rotating Machinery
☆10Oct 19, 2023Updated 2 years ago
Alternatives and similar repositories for HMSCNN
Users that are interested in HMSCNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Physical-knowledge-Guided and Explainable CNNs for Gear Fault Severity Level Diagnosis☆20Feb 6, 2026Updated 2 months ago
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆20Nov 24, 2023Updated 2 years ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆35Oct 19, 2023Updated 2 years ago
- This is our implemented source code for the paper "A Bearing Fault Diagnosis Framework Based on Few-Shot Learning with Distribution Consi…☆13Jan 7, 2025Updated last year
- The source code (Pytorch version) of paper "Multi-modality augmented Prototypical Network for Fault Diagnosis"☆11Aug 26, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆53Feb 26, 2025Updated last year
- An Adaptive Multi-Channel Attention Method for Fault Diagnosis☆21Dec 27, 2023Updated 2 years ago
- MLFNet: Multi-level Fusion Network based on multi-source information for Mechanical Fault Diagnosis under Limited and Imbalanced Datasets☆18Feb 29, 2024Updated 2 years ago
- A Bayesian Probabilistic Framework for Mechanical Fault Diagnosis☆15Mar 28, 2024Updated 2 years ago
- 论文《基于机理模型的旋转机械领域自适应故障诊断》验证案例的代码和数据☆10Jan 5, 2021Updated 5 years ago
- Multiscale reduction clustering of vibration signals for unsupervised diagnosis of machine faults☆17Nov 27, 2024Updated last year
- Graph Convolutional Network for RUL prediction with multi-sensor signals☆20Feb 12, 2023Updated 3 years ago
- This repository contains Python code for analyzing and processing the Case Western Reserve University Bearing Dataset. The code includes …☆16Jul 17, 2024Updated last year
- MATLAB codes for "Frequency Estimation of Vibration Signals: A Subspace Approach for Bearing Fault Diagnosis"☆30Jan 5, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- The source code of the model: Multi-Scale Graph Convolutional Network with Contrastive-Learning enhanced Self-attention Pooling (MSGCN-CS…☆18Apr 10, 2024Updated 2 years ago
- PyTorch Implementation of "Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diag…☆33Sep 26, 2023Updated 2 years ago
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆70Feb 26, 2025Updated last year
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆33Jun 4, 2024Updated last year
- This repository contains the implementation of the model for bearing fault diagnosis,also includes five comparison models for performance…☆24Mar 7, 2025Updated last year
- ☆22Nov 23, 2022Updated 3 years ago
- This code repository is the source code of the paper "Deep Long-Range Spatiotemporal Dependency Synthetic Minority Oversampling Technique…☆14Nov 21, 2025Updated 4 months ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆45Jul 27, 2023Updated 2 years ago
- Compound Fault Diagnosis Dataset of Rotating Machinery☆44Sep 13, 2024Updated last year
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis (故障诊断)☆45May 13, 2024Updated last year
- 一种轻量化故障诊断框架——LiConvFormer☆18Aug 29, 2023Updated 2 years ago
- Code sharing of fault diagnosis papers.☆60Dec 30, 2023Updated 2 years ago
- Wide Kernel Time-Frequency Fusion (WTFF)--Multi-Domain Time-Frequency Fusion Feature Contrastive Learning for Machinery Fault Diagnosis☆14Mar 21, 2025Updated last year
- Repository containing the code for the experiments and examples of my Bachelor Thesis: Cross Domain Fault Detection through Optimal Trans…☆27Aug 3, 2023Updated 2 years ago
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆110Apr 27, 2025Updated 11 months ago
- This repository has open-sourced a dataset of motor failure, including vibration signals and audio signals.(实验室自采多模态电机故障数据,振动信号+声音信号)☆37Jan 30, 2026Updated 2 months ago
- [IEEE TIM] This is official code for paper "Few-Shot Bearing Fault Diagnosis via Ensembling Transformer-based Model with Mahalanobis Dist…☆139Jan 15, 2025Updated last year
- Multi-sensor and Multi-scale data fusion through Convolutional Neural Networks☆10Feb 23, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Multi-sensor and Multi-scale data fusion through Convolutional Neural Networks☆13Aug 28, 2020Updated 5 years ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆35Feb 16, 2025Updated last year
- This is a implemention of paper:Federated Temporal-Context Contrastive Learning for Fault Diagnosis using Multiple Datasets with Insuffic…☆16Mar 25, 2024Updated 2 years ago
- Bandit Optimization Aglorithms and Envelope Analysis based Methods for Machinery Fault Diagnosis☆15Jan 6, 2025Updated last year
- Demo code release for TPTLN: Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer☆47Jan 12, 2023Updated 3 years ago
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆13Dec 14, 2024Updated last year
- code for TII paper "Intelligent Mechanical Fault Diagnosis Using Multi-Sensor Fusion and Convolution Neural Network"☆40Sep 7, 2022Updated 3 years ago