iqiukp / KPCA-MATLAB
MATLAB code for dimensionality reduction, feature extraction, fault detection, and fault diagnosis using Kernel Principal Component Analysis (KPCA).
☆235Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for KPCA-MATLAB
- MATLAB Code for abnormal detection using Support Vector Data Description (SVDD).☆78Updated 2 years ago
- Bearing fault diagnosis is important in condition monitoring of any rotating machine. Early fault detection in machinery can save million…☆91Updated 4 years ago
- An integrated software package for Industrial process monitoring and fault detection☆12Updated 5 years ago
- 轴承故障检测 训练赛第30名代码☆123Updated 5 years ago
- ☆53Updated 6 years ago
- for de-noising☆30Updated 7 years ago
- 在matlab App Designer中设计了一款航空发动机气路故障智能诊断软件,通过训练航空发动机气路数据,分别实现航空发动机故障判断、故障部件定位和故障模式识别。☆10Updated 2 years ago
- These codes realize data transformation and simple data processing for fault diagnosis.☆82Updated 7 years ago
- ☆92Updated 2 years ago
- Satellite parameter Interval Prediction☆10Updated 7 years ago
- ☆59Updated 5 years ago
- TensorFlow implementation of a CNN based mechanical science paper☆46Updated 6 years ago
- Source codes for paper "Enhanced sparse period-group lasso for bearing fault diagnosis"☆19Updated 4 years ago
- ☆93Updated 3 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…☆49Updated 3 years ago
- MATLAB Kernel PCA: PCA with training data , projection of new data☆22Updated 2 years ago
- with LSTM method to solve bearing fault diagnosis classification☆62Updated 7 years ago
- 由于CSDN博客里面不能直接上代码链接,涉嫌营销推广,因此建一个github仓库用于整理这些代码链接☆152Updated last year
- 基于迁移学习的离心泵滚动轴承故障自动识别方法研究☆16Updated 4 years ago
- Siamese network for bearing fault diagnosis☆84Updated 4 years ago
- Implementation of an online sequential extreme learning machine with kernels for nonstationary time series prediction.☆12Updated 3 years ago
- ☆136Updated 7 years ago
- MATLAB code for Relevance Vector Machine using SB2_Release_200.☆54Updated 2 years ago
- LSTM和SVM实现设备故障诊断☆48Updated 5 years ago
- This is a MATLAB project which can calculate EMD/EEMD☆74Updated 7 years ago
- 使用遗传算法优化支持向量机/Optimization of support vector machine using genetic algorithm☆36Updated 2 years ago
- CNN applied to bearing signals for analysis☆87Updated 4 years ago
- variational mode decomposition and its variants☆50Updated 4 years ago