基于深度学习的机械故障诊断
☆39Feb 27, 2024Updated 2 years ago
Alternatives and similar repositories for Deep_Learning_For_Fault_Diagnosis
Users that are interested in Deep_Learning_For_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:
- 基于机器学习的机械故障诊断☆18Feb 27, 2024Updated 2 years ago
- 机械故障诊断公开数据集☆77Nov 29, 2023Updated 2 years ago
- Fault diagnosis code based on twin network☆15Jun 9, 2024Updated last year
- ☆25May 6, 2025Updated 10 months ago
- The source code (Pytorch version) of paper "Multi-modality augmented Prototypical Network for Fault Diagnosis"☆11Aug 26, 2024Updated 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.
- 基于深度学习的机械设备故障诊断方法研究☆50Jun 6, 2022Updated 3 years ago
- ☆16May 20, 2024Updated last year
- An Adaptive Multi-Channel Attention Method for Fault Diagnosis☆19Dec 27, 2023Updated 2 years ago
- A Digital Twin prototype for aircraft engine health management in order to identify possible faults and to predict its remaining useful l…☆13Feb 9, 2025Updated last year
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆52Feb 26, 2025Updated last year
- Interpretable modulated differentiable STFT and physics-informed balanced spectrum metric for freight train wheelset bearing cross-machin…☆18Jul 30, 2024Updated last year
- ☆17Sep 12, 2025Updated 6 months 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
- xLSTM: Extended Long Short-Term Memory for Intelligent Fault Diagnosis of Rolling Bearings☆39May 16, 2024Updated last year
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- MSTDA☆11Oct 16, 2024Updated last year
- PDA场景下的旋转机械故障诊断,☆12Mar 29, 2024Updated last year
- BG-CNN: A Hybrid Fault Diagnosis Method for Improved Fault Isolation. This repository presents the BG-CNN method, a novel approach that …☆12Jun 25, 2024Updated last year
- Python code for TCTL method☆13Jun 22, 2024Updated last year
- ☆14Jan 25, 2025Updated last year
- ☆18Jan 13, 2026Updated 2 months ago
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆73Jul 28, 2024Updated last year
- 基于深度学习的风电机组机械故障智能识别方法研究☆13Apr 13, 2024Updated last year
- Source-free domain adaptation based on label reliability for cross-domain bearing fault diagnosis☆30Sep 30, 2025Updated 5 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Variance discrepancy representation☆15May 25, 2024Updated last year
- 基于图神经网络的机械故障诊断☆109Feb 27, 2024Updated 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
- Sensor Fault Diagnosis with Physics Informed Transfer Learning☆13Jan 26, 2022Updated 4 years ago
- A comprehensive gear eccentricity dataset with multiple fault severity levels: Description, characteristics analysis, and fault diagnosis…☆12Feb 6, 2026Updated last month
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆99Feb 14, 2025Updated last year
- 机器学习背景下旋转机械振动信号故障诊断是否需要信号预处理——使用CWRU数据的一次尝试 Whether signal preprocessing is needed for fault diagnosis of rotating machinery vibration s…☆28Feb 26, 2024Updated 2 years ago
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆13Dec 14, 2024Updated last year
- 利用深度学习自编码器进行故障诊断的程序☆10May 27, 2018Updated 7 years ago
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆35Feb 16, 2025Updated last year
- 1 提出了一种新的相似度损失(SimL),用于增大类间差异同时减小类内差异;2 SimL+CE优化CNN;3 基于电信号诊断轴承故障☆15Jun 4, 2024Updated last year
- MSGPT: LLM-based Semantic Prompt Framework under Multi-sensor Data for Mechanical Fault Diagnosis☆23Mar 15, 2025Updated last year
- Inspired by the idea of transfer learning, a combined approach is proposed. In the method, Deep Convolutional Neural Networks with Wide …☆150Feb 28, 2025Updated last year
- this is the open code of paper entitled "TFN: An Interpretable Neural Network With Time Frequency Transform Embedded for Intelligent Faul…☆152Mar 28, 2025Updated last year
- ☆16Aug 30, 2023Updated 2 years ago
- Multi-source information fusion deep self-attention reinforcement learning framework for multi-label compound fault recognition☆21Nov 23, 2022Updated 3 years ago