yriyazi / Enhanced-Gearbox-Fault-Diagnosis-with-Fusion-LSTM-CNN-Network-ISAV_2023Links
The Gearbox Fault Diagnosis dataset consists of vibration data recorded using SpectraQuest’s Gearbox Fault Diagnostics Simulator. The dataset captures vibrations using four sensors placed in different directions, under varying loads from 0% to 90%.
☆28Updated last year
Alternatives and similar repositories for Enhanced-Gearbox-Fault-Diagnosis-with-Fusion-LSTM-CNN-Network-ISAV_2023
Users that are interested in Enhanced-Gearbox-Fault-Diagnosis-with-Fusion-LSTM-CNN-Network-ISAV_2023 are comparing it to the libraries listed below
Sorting:
- Paper-Reproduce: (Sensors-MDPI) Remaining Useful Life Prediction Method for Bearings Based on LSTM with Uncertainty Quantification☆28Updated 2 years ago
- 一种轻量化故障诊断框架——LiConvFormer☆122Updated 10 months ago
- A few shot learning repository for bearing fault diagnosis.☆101Updated 2 years ago
- ☆39Updated last year
- ☆106Updated 2 years ago
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling (pytorch)☆45Updated 3 years ago
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆62Updated 8 months ago
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆39Updated 2 years ago
- The intelligent fault diagnosis of HNU IDG☆117Updated 3 years ago
- A Fault Diagnosis Method of Rotor System Based on Parallel Convolutional Neural Network Architecture with Attention Mechanism☆36Updated 2 years ago
- Condition Based Maintenance Fault Database for Testing of Diagnostic and Prognostics Algorithms☆18Updated 11 months ago
- Using transformer to realize Bearing Fault Diagnosis☆66Updated 2 years ago
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆66Updated last year
- 轴承故障诊断☆117Updated 3 years ago
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆84Updated 9 months ago
- [IEEE TIM] This is official code for paper "Few-Shot Bearing Fault Diagnosis via Ensembling Transformer-based Model with Mahalanobis Dist…☆124Updated 10 months ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆46Updated 8 months ago
- WT-planetary-gearbox-datasets☆81Updated last month
- ☆46Updated 3 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆92Updated 6 months ago
- Benchmark code for optimizers of bearing fault diagnosis. This code provides moduled features of data download, preprocessing, training, …☆46Updated 2 years ago
- MLFNet: Multi-level Fusion Network based on multi-source information for Mechanical Fault Diagnosis under Limited and Imbalanced Datasets☆18Updated last year
- ☆87Updated 3 years ago
- Master Thesis: Intelligent Ball Screw Fault Diagnosis Using Deep Learning Based Domain Adaptation and Transfer Learning☆41Updated 2 years ago
- 1D-CNN Vibration Signal Bearing Fault Diagnosis☆57Updated last year
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆32Updated 2 years ago
- ☆110Updated last year
- 基于可变形卷积和注意力机制的滚动轴承故障诊断☆49Updated 4 years ago
- 基于深度学习的机械故障诊断☆36Updated last year
- ☆112Updated 3 years ago