Deep learning in PHM，Deep learning in fault diagnosis，Deep learning in remaining useful life prediction
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Mar 24, 2021
#
fault-diagnosis
Here are 92 public repositories matching this topic...
[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"
machine-learning deep-learning time-series eeg transfer-learning representation-learning unsupervised-learning human-activity-recognition temporal epilepsy contextual epileptic-seizures fault-diagnosis contrastive-learning sleep-stage-classification
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Mar 31, 2024 - Python
This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning
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Oct 10, 2022 - Jupyter Notebook
智能故障诊断和寿命预测期刊（Journals of Intelligent Fault Diagnosis and Remaining Useful Life）
machine-learning deep-learning artificial-intelligence fault-diagnosis phm intelligent-fault-diagnosis prognostics-and-health-management
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Dec 15, 2024
MATLAB code for dimensionality reduction, feature extraction, fault detection, and fault diagnosis using Kernel Principal Component Analysis (KPCA).
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Feb 21, 2022 - MATLAB
This repository is for the transfer learning or domain adaptive with fault diagnosis.
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Dec 8, 2022 - Python
基于注意力机制的少量样本故障诊断 pytorch
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Sep 15, 2023 - Python
A transfer learning fault diagnosis repository covering popular algorithms
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Aug 6, 2024 - Python
[TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data
deep-learning time-series pytorch eeg transfer-learning human-activity-recognition domain-adaptation fault-detection unsupervised-domain-adaptation dann homm fault-diagnosis deep-coral sleep-stage-classification cdan dsan
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Jun 7, 2023 - Python
This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Conditions.
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May 6, 2021 - Python
This is the code for WaveletKernelNet.
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Oct 10, 2024 - Python
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
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May 16, 2023 - Python
This repository contains data and code that implement common machine learning algorithms for machinery condition monitoring task.
machine-learning deep-learning cwru condition-monitoring bearing-fault-diagnosis fault-diagnosis machinery-condition-monitoring
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Jul 16, 2023 - Jupyter Notebook
This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.
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Jun 9, 2022 - Python
Siamese network for bearing fault diagnosis
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Jan 18, 2020 - Python
Python package that provides predictive models for fault detection, soft sensing, and process condition monitoring.
machine-learning time-series scikit-learn neural-networks pca process-monitoring fault-detection process-systems-engineering soft-sensor fault-diagnosis echo-state-network
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Nov 4, 2024 - Python
A few shot learning repository for bearing fault diagnosis.
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Aug 3, 2023 - Python
Python codes “Jupyter notebooks” for the paper entitled "A Hybrid Method for Condition Monitoring and Fault Diagnosis of Rolling Bearings With Low System Delay, IEEE Trans. on Instrumentation and Measurement, Aug. 2022. Techniques used: Wavelet Packet Transform (WPT) & Fast Fourier Transform (FFT). Application: vibration-based fault diagnosis.
signal-processing industrial-automation fourier-transform wavelet-analysis industry-4 fault-detection predictive-maintenance smart-manufacturing fault-diagnosis signal-decomposition vibration-analysis
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May 16, 2024 - Jupyter Notebook
Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of Rolling Bearings pytorch
diagnosis fault fault-diagnosis wavelet-weight-initialization balanced-dynamic-adaptive-threshold normalization-activation-mapping
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May 13, 2024 - Python
An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault diagnosis
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Jul 28, 2024 - Python
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