zbuzhang Goto Github PK
Type: User
zbuzhang's Projects
deep-learning-in-phm
Deep learning in PHM，Deep learning in fault diagnosis，Deep learning in remaining useful life prediction
fast_sasd
Source codes for the paper "Fast Sparsity-Assisted Signal Decomposition with Non-Convex Enhancement for Bearing Fault Diagnosis"
kpca-matlab
MATLAB code for dimensionality reduction, feature extraction, fault detection, and fault diagnosis using Kernel Principal Component Analysis (KPCA).
prmlt
Matlab code for machine learning algorithms in book PRML
rolling-bearing-fault-diagnosis
利用最小二乘支持向量机进行分类器建模，改进鲸鱼算法（基于冯洛伊曼拓扑的鲸鱼算法）进行超参数寻优
rv_esprit
MATLAB codes for "Frequency Estimation of Vibration Signals: An Subspace Approach for Bearing Fault Diagnosis"
tl-bearing-fault-diagnosis
Bearing Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization
tlnn
Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network
tsne-plotter
This is Matlab script for plotting 2 Dimensional and 3 Dimensional t-Distributed Stochastic Neighbor Embedding (t-SNE).
weighted_multi-scale_dictionary_learning
Source codes for paper "A weighted multi-scale dictionary learning model and its applications on bearing fault diagnosis"
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