Centrifugal Compressor Diagnosis Using Kernel PCA and Fuzzy Clustering

2018 ◽  
pp. 373-381
Author(s):  
X. Liang ◽  
F. Duan ◽  
D. Mba ◽  
B. Ian
Keyword(s):  
Fuzzy Clustering ◽  
Centrifugal Compressor ◽  
Kernel Pca

Fabric Sewability Prediction with Kernel PCA Based on SFC-RBFNN

2011 ◽  
Vol 332-334 ◽  
pp. 1143-1153
Author(s):  
Yong Hui Pan ◽  
Fang Bao ◽  
Mao Gang Wu
Keyword(s):  
Neural Network ◽  
Mechanical Properties ◽  
Fuzzy Clustering ◽  
Basis Function ◽  
Evaluation System ◽  
High Accuracy ◽  
Kernel Pca ◽  
Prediction System ◽  
Woolen Fabric ◽  
Seam Pucker

By extracting five kernel principal components of fabric FAST (Fabric Assurance by Simple Testing) low mechanical data, this paper proposed a supervised fuzzy clustering radial basis function neural network to construct fabric sewability prediction system. Our experimental results demonstrate that the proposed system could efficiently be used as an objective seam pucker evaluation system with high accuracy and is robust for various structures and mechanical properties of middle-thickness woolen fabric.

The Analysis of Traffic Flow State on Foggy Expressway Based on Fuzzy Clustering

ICCTP 2009 ◽  
2009 ◽  
Author(s):  
Jianjun Wang ◽  
Chenfeng Xie ◽  
Zhenwen Chang ◽  
Jingjing Zhang
Keyword(s):  
Traffic Flow ◽  
Fuzzy Clustering ◽  
Flow State

USING FUZZY CLUSTERING IN STRUCTURAL METHODS OF IMAGE CLASSIFICATION

2020 ◽  
Vol 79 (9) ◽  
pp. 781-791
Author(s):  
V. О. Gorokhovatskyi ◽  
I. S. Tvoroshenko ◽  
N. V. Vlasenko
Keyword(s):  
Image Classification ◽  
Fuzzy Clustering ◽  
Structural Methods

Adding-Point Strategy for Surrogate-Based Reduced-Order Hypersonic Aerothermodynamic Modeling Based on Fuzzy Clustering

2020 ◽  
pp. 1-10
Author(s):  
Xin Chen ◽  
Zhanwei Cao ◽  
Bin Fu ◽  
Xiaoliang Xu ◽  
Hao Yan ◽  
...  
Keyword(s):  
Fuzzy Clustering ◽  
Reduced Order
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