智能故障诊断中一维类梯度激活映射可视化展示 1D-Grad-CAM for interpretable intelligent fault diagnosis
☆119May 16, 2023Updated 3 years ago
Alternatives and similar repositories for 1D-Grad-CAM-for-interpretable-intelligent-fault-diagnosis
Users that are interested in 1D-Grad-CAM-for-interpretable-intelligent-fault-diagnosis are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆110May 25, 2026Updated last month
- This is the code for WaveletKernelNet.☆145Oct 10, 2024Updated last year
- 基于注意力机制的少量样本故障诊断 pytorch☆291May 25, 2026Updated last month
- Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative …☆538Mar 1, 2022Updated 4 years ago
- this is the open code of paper entitled "TFN: An Interpretable Neural Network With Time Frequency Transform Embedded for Intelligent Faul…☆162Mar 28, 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.
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆22May 17, 2024Updated 2 years ago
- 一种数字孪生辅助的高度不平衡故障诊断新框架☆114Mar 17, 2024Updated 2 years ago
- ☆26Nov 21, 2022Updated 3 years ago
- 智能故障诊断和寿命预测期刊（Journals of Intelligent Fault Diagnosis and Remaining Useful Life）☆476Jun 21, 2026Updated 2 weeks ago
- ☆77Jan 9, 2024Updated 2 years ago
- Code for our paper "Domain adaptive transfer learning for fault diagnosis." 2019 Prognostics and System Health Management Conference (PHM…☆23Apr 11, 2022Updated 4 years ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆45Jul 27, 2023Updated 2 years ago
- ☆16Nov 29, 2024Updated last year
- ☆47Apr 25, 2022Updated 4 years ago
- 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.
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆122Apr 27, 2025Updated last year
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆136Jul 13, 2020Updated 5 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
- A Semi-supervised Gaussian Mixture Variational Autoencoder method for few-shot fine-grained fault diagnosis☆46Jun 24, 2024Updated 2 years ago
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆34Jul 10, 2023Updated 2 years ago
- Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization☆589Oct 10, 2024Updated last year
- An Explainable Neural Network for Fault Diagnosis With a Frequency Activation Map☆15Dec 30, 2021Updated 4 years ago
- ☆18Jan 13, 2026Updated 5 months ago
- The PyTorch implementation for multi-task attention guided network (MTAGN) in End to End Multi-task learning with Attention for Multi-obj…☆25Dec 6, 2023Updated 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.
- Imporved AdamP called AMSGradP is suitable for intelligent fault diagnosis (故障诊断)☆11Oct 21, 2022Updated 3 years ago
- Capsule network for fault diagnosis （胶囊网络用于故障诊断）☆35May 16, 2023Updated 3 years ago
- 基于Laplace小波卷积和BiGRU的少量样本故障诊断方法 (Small sample fault diagnosis based on Laplace wavelet convolution and BiGRU)☆71May 25, 2026Updated last month
- Python code for TCTL method☆13Jun 22, 2024Updated 2 years ago
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆72Feb 26, 2025Updated last year
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆35Oct 19, 2023Updated 2 years ago
- Interpretable modulated differentiable STFT and physics-informed balanced spectrum metric for freight train wheelset bearing cross-machin…☆20May 25, 2026Updated last month
- Single-Source Domain Generalization for Bearing Fault Diagnosis Using Feature-Augmented Adaptive Neuro-Fuzzy Inference System☆12Apr 13, 2024Updated 2 years ago
- Code sharing of fault diagnosis papers.☆60Dec 30, 2023Updated 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.
- Innovative bearing fault diagnosis using SST algorithm for time-frequency images. Accurately transform signals into efficient time-freque…☆24Aug 14, 2023Updated 2 years ago
- 一种轻量化故障诊断框架——LiConvFormer☆164Dec 24, 2024Updated 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 code of Interpretable Convolutional Neural Network with Multilayer Wavelet for Noise-Robust Machinery Fault Diagnosis☆55Jul 6, 2022Updated 4 years ago
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling （pytorch)☆46Oct 31, 2022Updated 3 years ago
- The source codes of Meta-learning for few-shot cross-domain fault diagnosis.☆191Feb 16, 2025Updated last year
- Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"☆768Nov 20, 2021Updated 4 years ago