This study proposes a high-precision multisensor feature fusion fault diagnosis method. The method is based on the lightweight spatial enhancement convolutional module (SConv) with channel shuffling and combined with vision transformer (CSST-Net).
☆21Dec 18, 2024Updated last year
Alternatives and similar repositories for CSST-Net
Users that are interested in CSST-Net are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Wide Kernel Time-Frequency Fusion （WTFF）--Multi-Domain Time-Frequency Fusion Feature Contrastive Learning for Machinery Fault Diagnosis☆14Mar 21, 2025Updated last year
- Fault Diagnosis of Aero-engine Inter-shaft Bearings Using a Parallel SE-Depthwise Separable Convolutional Neural Network and Transforme…☆21Oct 15, 2026Updated 2 weeks ago
- ☆28May 6, 2025Updated last year
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆13Dec 14, 2024Updated last year
- An information fusion-based meta transfer learning method for few-shot fault diagnosis under varying operating conditions☆26Aug 21, 2024Updated 2 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.
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆73Feb 26, 2025Updated last year
- The source code (Pytorch version) of paper "Multi-modality augmented Prototypical Network for Fault Diagnosis"☆12Aug 26, 2024Updated 2 years ago
- This code repository is the source code of the paper "Deep Long-Range Spatiotemporal Dependency Synthetic Minority Oversampling Technique…☆15Nov 21, 2025Updated 11 months ago
- ☆17May 23, 2023Updated 3 years ago
- The full inplementation of bearing fault diagnosis☆12Nov 12, 2024Updated last year
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆34Jun 4, 2024Updated 2 years ago
- Multi-scale Quaternion CNN and BiGRU with Cross Self-attention Feature Fusion for Fault Diagnosis of Bearing☆58May 28, 2024Updated 2 years ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆54Feb 26, 2025Updated last year
- The intelligent fault diagnosis of HNU IDG☆133Nov 9, 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.
- ☆14Aug 17, 2023Updated 3 years ago
- This code repository is the official code repository of paper "Spatiotemporal-Conditional Information Fusion Classifier-Free Guidance Rec…☆13Nov 21, 2025Updated 11 months ago
- code for TII paper "Intelligent Mechanical Fault Diagnosis Using Multi-Sensor Fusion and Convolution Neural Network"☆40Sep 7, 2022Updated 4 years ago
- A comprehensive benchmark of 16 Deep Learning models (including ResNet, LSTM, Transformer, DenseNet) for CWRU Bearing Fault Diagnosis usi…☆25Aug 27, 2026Updated 2 months ago
- Effective Fault Diagnosis Based on Wavelet and Convolutional Attention Neural Network for Induction Motors☆23Oct 29, 2022Updated 4 years ago
- An Adaptive Multi-Channel Attention Method for Fault Diagnosis☆22Dec 27, 2023Updated 2 years ago
- MLFNet: Multi-level Fusion Network based on multi-source information for Mechanical Fault Diagnosis under Limited and Imbalanced Datasets☆20Feb 29, 2024Updated 2 years ago
- [JAS-26] Deep Domain Adaptation for Turbofan Engine Remaining Useful Life Prediction: Methodologies, Evaluation and Future Trends☆14Jan 19, 2026Updated 9 months ago
- Zero-shot fault diagnosis on the Tennessee–Eastman process by attribute fusion transfer. Paper: Attribute fusion transfer for zero-shot f…☆34Oct 12, 2023Updated 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.
- This is the code for the KDD'25 paper, "Toward End-to-End Bearing Fault Diagnosis for Industrial Scenarios with Spiking Neural Networks."☆13Jan 8, 2026Updated 9 months ago
- ☆17Mar 30, 2026Updated 6 months ago
- 【MSSP 2025】Discrete Wavelet Convolutional Network with Cross-Contrast Perturbation for Single Domain Generalization in Fault Diagnosis☆32Sep 19, 2025Updated last year
- Data set for Rolling Element Bearing Fault Diagnosis example in Predictive Maintenance Toolbox☆42Nov 26, 2022Updated 3 years ago
- Code for "Calibrated Adaptive Teacher for Domain Adaptive Intelligent Fault Diagnosis" (Sensors 2024)☆13Nov 27, 2024Updated last year
- Physical-knowledge-Guided and Explainable CNNs for Gear Fault Severity Level Diagnosis☆24Aug 29, 2026Updated 2 months ago
- ☆23Aug 11, 2025Updated last year
- ☆27Nov 21, 2022Updated 3 years ago
- Multi-sensor data collection gathered to expand research on anomaly detection, fault diagnosis, and predictive maintenance, mainly using …☆53Aug 7, 2025Updated last year
- 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.
- Code sharing of fault diagnosis papers.☆60Dec 30, 2023Updated 2 years ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆35Oct 19, 2023Updated 3 years ago
- This repository contains the implementation of the model for bearing fault diagnosis，also includes five comparison models for performance…☆28Mar 7, 2025Updated last year
- [CAEE 2024] SC-MambaFew: Few-shot learning based on Mamba and selective spatial-channel attention for bearing fault diagnosis☆71May 28, 2026Updated 5 months ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆40Feb 16, 2025Updated last year
- Few-shot Metric Adversarial Adaptation for Cross-machine Fault Diagnosis☆11Apr 7, 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…☆189Jun 24, 2025Updated last year