iqiukp / KPCA-MATLABLinks
MATLAB code for dimensionality reduction, feature extraction, fault detection, and fault diagnosis using Kernel Principal Component Analysis (KPCA).
☆254Updated 3 years ago
Alternatives and similar repositories for KPCA-MATLAB
Users that are interested in KPCA-MATLAB are comparing it to the libraries listed below
Sorting:
- MATLAB Code for abnormal detection using Support Vector Data Description (SVDD).☆81Updated 3 years ago
- Bearing fault diagnosis is important in condition monitoring of any rotating machine. Early fault detection in machinery can save million…☆98Updated 5 years ago
- This is a case of bearing fault intelligent diagnosis. The program is written in MATLAB. The main techniques used are feature detection a…☆52Updated 4 years ago
- Source codes for paper "Enhanced sparse period-group lasso for bearing fault diagnosis"☆18Updated 5 years ago
- ☆94Updated 4 years ago
- These codes realize data transformation and simple data processing for fault diagnosis.☆91Updated 7 years ago
- TensorFlow implementation of a CNN based mechanical science paper☆46Updated 7 years ago
- A simple program to implement the Symplectic geometry mode decomposition (SGMD), including python and matlab versions.☆25Updated 2 years ago
- ☆54Updated 7 years ago
- Using Bayesian optimization to optimaze the network of CNN,which is used in fault diagnosis☆15Updated 3 years ago
- CNN applied to bearing signals for analysis☆90Updated 5 years ago
- 轴承故障检测 训练赛第30名代码☆131Updated 6 years ago
- MATLAB code for Relevance Vector Machine using SB2_Release_200.☆56Updated 3 years ago
- Data set for Wind Turbine High-Speed Bearing Prognosis example in Predictive Maintenance Toolbox☆53Updated 3 years ago
- Siamese network for bearing fault diagnosis☆89Updated 5 years ago
- Study Notes☆22Updated 4 years ago
- The code of Joint Learning CNN for Vibration Signal Denoising and Bearing Fault Diagnosis under Unknown Noise Condition.☆23Updated 4 years ago
- ☆109Updated 2 years ago
- using WGAN to generate fault bearing vibration signals☆51Updated 7 years ago
- An integrated software package for Industrial process monitoring and fault detection☆14Updated 6 years ago
- Variational Mode Decomposition for Python☆58Updated 5 years ago
- TE data diagnosis using pytorch☆20Updated 6 years ago
- with LSTM method to solve bearing fault diagnosis classification☆61Updated 7 years ago
- Source codes for the paper "Fast Sparsity-Assisted Signal Decomposition with Non-Convex Enhancement for Bearing Fault Diagnosis"☆44Updated 4 years ago
- 使用遗传算法优化支持向量机/Optimization of support vector machine using genetic algorithm☆38Updated 3 years ago
- Source codes for paper "A weighted multi-scale dictionary learning model and its applications on bearing fault diagnosis"☆43Updated 5 years ago
- Subband averaging kurtogram (SAK), incorporating with dual-tree complex wavelet packet transform (DTCWPT), to improve performance of the …☆11Updated 4 years ago
- 利用深度学习自编码器进行故障诊断的程序☆11Updated 7 years ago
- 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☆42Updated 5 years ago
- Weighted LSSVM for regression☆38Updated 6 years ago