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:
- ☆26May 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
- The source code (Pytorch version) of paper "Multi-modality augmented Prototypical Network for Fault Diagnosis"☆11Aug 26, 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
- This code repository is the source code of the paper "Deep Long-Range Spatiotemporal Dependency Synthetic Minority Oversampling Technique…☆15Nov 21, 2025Updated 8 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.
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆34Jun 4, 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
- An information fusion-based meta transfer learning method for few-shot fault diagnosis under varying operating conditions☆26Aug 21, 2024Updated last year
- 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
- This repository contains the implementation of the model for bearing fault diagnosis，also includes five comparison models for performance…☆27Mar 7, 2025Updated last year
- ☆14Mar 30, 2026Updated 3 months ago
- ☆23Aug 11, 2025Updated 11 months ago
- Physical-knowledge-Guided and Explainable CNNs for Gear Fault Severity Level Diagnosis☆22Feb 6, 2026Updated 5 months ago
- Multi-scale Quaternion CNN and BiGRU with Cross Self-attention Feature Fusion for Fault Diagnosis of Bearing☆56May 28, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆72Feb 26, 2025Updated last year
- Fault Diagnosis of Aero-engine Inter-shaft Bearings Using a Parallel SE-Depthwise Separable Convolutional Neural Network and Transforme…☆17Aug 21, 2025Updated 11 months ago
- Code for "Calibrated Adaptive Teacher for Domain Adaptive Intelligent Fault Diagnosis" (Sensors 2024)☆11Nov 27, 2024Updated last year
- Code sharing of fault diagnosis papers.☆60Dec 30, 2023Updated 2 years ago
- Few-shot Metric Adversarial Adaptation for Cross-machine Fault Diagnosis☆11Apr 7, 2025Updated last year
- Fault detection and diagnosis for dynamic system based on GAN and independent subspace reconstruction☆12Jun 12, 2023Updated 3 years ago
- ☆37Nov 29, 2022Updated 3 years ago
- A Multi-source Cross-speed Bearing Fault Diagnosis Method☆13Jan 7, 2025Updated last year
- This is official code for paper "Few-Shot Bearing Fault Diagnosis via Ensembling Transformer-based Model with Mahalanobis Distance Metric…☆12Mar 2, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆15Jan 25, 2025Updated last year
- code for TII paper "Intelligent Mechanical Fault Diagnosis Using Multi-Sensor Fusion and Convolution Neural Network"☆40Sep 7, 2022Updated 3 years ago
- xLSTM: Extended Long Short-Term Memory for Intelligent Fault Diagnosis of Rolling Bearings☆39May 16, 2024Updated 2 years ago
- A supervised contrastive learning method based on online complement strategy for long-tailed fine-grained fault diagnosis☆10Jan 5, 2025Updated last year
- [MSSP] Dual Disentanglement Domain Generalization Method for Rotating Machinery Fault Diagnosis☆36Jul 6, 2025Updated last year
- Effective Fault Diagnosis Based on Wavelet and Convolutional Attention Neural Network for Induction Motors☆24Oct 29, 2022Updated 3 years ago
- An integrated software package for Industrial process monitoring and fault detection☆14Dec 22, 2018Updated 7 years ago
- Interpretable modulated differentiable STFT and physics-informed balanced spectrum metric for freight train wheelset bearing cross-machin…☆20May 25, 2026Updated last month
- Multi-sensor data collection gathered to expand research on anomaly detection, fault diagnosis, and predictive maintenance, mainly using …☆49Aug 7, 2025Updated 11 months 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.
- ☆22Nov 23, 2022Updated 3 years ago
- An Adaptive Multi-Channel Attention Method for Fault Diagnosis☆22Dec 27, 2023Updated 2 years ago
- Scientific software written in Python 3 for the creation of Recurrence Plot (RP), Cross Recurrence Plot (CRP), and Joint Recurrence Plot …☆30Mar 27, 2021Updated 5 years ago
- ☆18Jan 13, 2026Updated 6 months ago
- ☆23Mar 28, 2023Updated 3 years ago
- Python library for training, evaluating, using deep learning for industrial monitoring tasks.☆10Sep 26, 2024Updated last year
- ☆26Nov 21, 2022Updated 3 years ago