TCN-LSTM Motor Vibration Fault Diagnosis Model
☆42Aug 8, 2024Updated 2 years ago
Alternatives and similar repositories for TCN-LSTM
Users that are interested in TCN-LSTM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Effective Fault Diagnosis Based on Wavelet and Convolutional Attention Neural Network for Induction Motors☆23Oct 29, 2022Updated 4 years ago
- The source code (Pytorch version) of paper "Multi-modality augmented Prototypical Network for Fault Diagnosis"☆12Aug 26, 2024Updated 2 years ago
- Few-shot Metric Adversarial Adaptation for Cross-machine Fault Diagnosis☆11Apr 7, 2025Updated last year
- xLSTM: Extended Long Short-Term Memory for Intelligent Fault Diagnosis of Rolling Bearings☆38May 16, 2024Updated 2 years ago
- Bearing Fault Diagnosis By CNN、LSTM+CNN、GRU+CNN、SelfAttention+CNN☆52Nov 29, 2024Updated 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.
- for my thesis work☆19May 1, 2021Updated 5 years ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆55Feb 26, 2025Updated last year
- Matlab Variational LSTM Autoencoder and Time Series Prediction for anomaly detection. Some code of my masters thesis. Download Link: http…☆12Jan 24, 2025Updated last year
- Bearing fault diagnosis based on biphasic current☆11Jun 8, 2023Updated 3 years ago
- Implementation of the mechanical fault diagnosis method using model agnostic meta-learning (MAML)☆35Mar 27, 2023Updated 3 years ago
- Fault detection and diagnosis for dynamic system based on GAN and independent subspace reconstruction☆13Jul 21, 2026Updated 3 months ago
- An Adaptive Multi-Channel Attention Method for Fault Diagnosis☆22Dec 27, 2023Updated 2 years ago
- A simple application of Transformer for fault diagnosis on Jiangnan University bearing dataset.☆11Apr 27, 2024Updated 2 years ago
- Fault diagnosis code based on twin network☆17Jun 9, 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.
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆32Aug 26, 2024Updated 2 years ago
- 基于贝叶斯网络的故障诊断算法☆13Jul 3, 2023Updated 3 years ago
- CEEMDAN-VMD-TCN-GRU&RF model☆16May 18, 2024Updated 2 years ago
- This repository has open-sourced a dataset of motor failure, including vibration signals and audio signals.(实验室自采多模态电机故障数据，振动信号+声音信号)☆45Oct 29, 2026Updated last week
- The full inplementation of bearing fault diagnosis☆12Nov 12, 2024Updated last year
- Multi-sensor data collection gathered to expand research on anomaly detection, fault diagnosis, and predictive maintenance, mainly using …☆53Aug 7, 2025Updated last year
- 基于深度学习的机械故障诊断☆41Feb 27, 2024Updated 2 years ago
- ☆12Jun 12, 2025Updated last year
- ☆13Jun 14, 2022Updated 4 years 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.
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆78Sep 8, 2026Updated last month
- SSGC: Synergistic Similarity Graph Construction for Steel Plate Fault Diagnosis with Graph Attention Networks☆22Dec 5, 2024Updated last year
- The implementation of CycleGAN-SD for zero-shot fault diagnosis (Ongoing update)☆10Apr 30, 2025Updated last year
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆74Feb 26, 2025Updated last year
- ☆26May 5, 2024Updated 2 years ago
- code for TII paper "Intelligent Mechanical Fault Diagnosis Using Multi-Sensor Fusion and Convolution Neural Network"☆40Sep 7, 2022Updated 4 years ago
- ☆28May 6, 2025Updated last year
- Source codes for the paper "Few-shot bearing fault diagnosis based on meta-learning with discriminant space optimization" (MLDSO) which p…☆41Dec 12, 2024Updated last year
- Using Bayesian optimization to optimaze the network of CNN,which is used in fault diagnosis☆16May 15, 2022Updated 4 years 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.
- ☆10Jul 13, 2019Updated 7 years ago
- ☆18May 26, 2026Updated 5 months ago
- [2024中国软件杯国家三等奖]TCN+LSTM+MLP实时风电预测网站。Realtime windpower forecast web system.☆29Jun 1, 2025Updated last year
- A public repository containing the data and code for the paper "Explainable fault and severity classification for rolling element bearing…☆23Aug 30, 2025Updated last year
- A Bayesian Probabilistic Framework for Mechanical Fault Diagnosis☆15Mar 28, 2024Updated 2 years ago
- Detection and multi-class classification of Bearing faults using Image classification from Case Western Reserve University data of bearin…☆25Feb 9, 2022Updated 4 years ago
- The Gearbox Fault Diagnosis dataset consists of vibration data recorded using SpectraQuest’s Gearbox Fault Diagnostics Simulator. The dat…☆45Dec 1, 2025Updated 11 months ago