Prior knowledge-embedded first-layer interpretable paradigm for rail transit vehicle human-computer collaboration fault monitoring 嵌入先验知识的首层可解释范式在轨道交通车辆人机协同故障诊断中的应用
☆15Aug 18, 2026Updated 2 months ago
Alternatives and similar repositories for PIFCapsule
Users that are interested in PIFCapsule are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Single-Source Domain Generalization for Bearing Fault Diagnosis Using Feature-Augmented Adaptive Neuro-Fuzzy Inference System☆13Apr 13, 2024Updated 2 years ago
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14May 14, 2025Updated last year
- [IEEE TII] Balancing Discrepancy and Consistency: Adversarial Single Domain Generalization in Fault Diagnosis☆35Nov 26, 2025Updated 11 months ago
- SDUST dataset for fault diagnosis pulished by Shandong University of Science and Technology☆48Oct 15, 2024Updated 2 years ago
- [MSSP] Dual Disentanglement Domain Generalization Method for Rotating Machinery Fault Diagnosis☆43Jul 6, 2025Updated last year
- 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.
- [JAS-26] Deep Domain Adaptation for Turbofan Engine Remaining Useful Life Prediction: Methodologies, Evaluation and Future Trends☆14Jan 19, 2026Updated 9 months ago
- DMsrTTLN code☆20Aug 25, 2024Updated 2 years ago
- [AEI 2024] Imbalanced domain generalization via Semantic-Discriminative augmentation for intelligent fault diagnosis☆34Jul 10, 2024Updated 2 years ago
- Dual Adversarial and Contrastive Network for Single-Source Domain Generalization in Fault Diagnosis☆19Mar 7, 2025Updated last year
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆40Feb 16, 2025Updated last year
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis (故障诊断)☆52May 25, 2026Updated 5 months ago
- This repository is for the implementation of SGWN.☆14Oct 12, 2024Updated 2 years ago
- This library summarizes the sate-of-the-art explainable intelligent fault diagnosis methods.☆27Nov 23, 2025Updated 11 months ago
- ☆21Dec 20, 2025Updated 10 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆22May 17, 2024Updated 2 years ago
- Implementation for "Multi-modal cross-domain mixed fusion model with dual disentanglement for fault diagnosis under unseen working condit…☆22Jul 18, 2026Updated 3 months ago
- 【MSSP 2025】Discrete Wavelet Convolutional Network with Cross-Contrast Perturbation for Single Domain Generalization in Fault Diagnosis☆32Sep 19, 2025Updated last year
- The code of paper "Multiscale correntropy matrix representation-based mechanical fault diagnosis under time-varying conditions"☆16May 15, 2026Updated 5 months ago
- Python code for TCTL method☆13Jun 22, 2024Updated 2 years ago
- ☆16Nov 29, 2024Updated last year
- ☆12Jun 19, 2026Updated 4 months ago
- [RESS 2022] Code for Dual adversarial network for cross-domain open set fault diagnosis☆30Apr 1, 2024Updated 2 years ago
- ☆17May 20, 2024Updated 2 years ago
- 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 for paper 'Unsupervised Contrastive Learning Based Single Domain Generalization Method for Intelligent Bearing Fault Diagnosis'☆26Jan 14, 2025Updated last year
- ☆66Mar 28, 2025Updated last year
- the code for the paper Spectrum-envelope Attention-driven Adaptive Time-Frequency Enhancement Network and its Application in Trustworthy …☆12Jan 12, 2025Updated last year
- Source code for the paper "Evaluating calibration of deep fault diagnostic models under distribution shift" published in Journal Computer…☆24Jul 21, 2026Updated 3 months 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
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆110May 25, 2026Updated 5 months ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆55Feb 26, 2025Updated last year
- ☆18Sep 9, 2026Updated 2 months ago
- The open-source code of "CS-SHAP: Extending SHAP to Cyclic-Spectral Domain for Better Interpretability of Intelligent Fault Diagnosis".☆19Jul 12, 2025Updated 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.
- Multi-modal datasets for fault diagnosis(多模态故障诊断数据集)☆24May 25, 2026Updated 5 months ago
- Physics-Guided Counterfactual Causal Learning for Explainable Single-Source Domain Generalization Cross-Machine Bearing Fault Diagnosis☆13Oct 4, 2025Updated last year
- Variance discrepancy representation: A vibration characteristic-guided distribution alignment metric for fault transfer diagnosis☆26May 26, 2024Updated 2 years ago
- Open dataset in the field of mechanical fault diagnosis under variable speed conditions, providing benchmark for algorithm performance ev…☆36Nov 1, 2025Updated last year
- Interpretable modulated differentiable STFT and physics-informed balanced spectrum metric for freight train wheelset bearing cross-machin…☆21May 25, 2026Updated 5 months ago
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆32Aug 26, 2024Updated 2 years ago
- Asynchronous joint distribution alignment: a new domain confusion mechanism for fault transfer diagnosis☆14May 25, 2026Updated 5 months ago
Are these results useful?