Fuzzy clustering algorithm-based classification of daily electrical load patterns

2015 ◽  
Author(s):  
Yi Sun ◽  
Wei Gu ◽  
Jun Lu ◽  
Zenghui Yang
Keyword(s):  
Fuzzy Clustering ◽  
Clustering Algorithm ◽  
Electrical Load ◽  
Fuzzy Clustering Algorithm

Classification of Ship’ Magnetic Field and Feature Selection Based on the Improved Weighted Fuzzy Clustering Algorithm

2013 ◽  
Vol 401-403 ◽  
pp. 1353-1357
Author(s):  
Wu Di Wen ◽  
Zhong Le Liu ◽  
Zhi Qiang Zhang
Keyword(s):  
Magnetic Field ◽  
Feature Selection ◽  
Objective Function ◽  
Fuzzy Clustering ◽  
Field Data ◽  
Clustering Algorithm ◽  
Magnetic Field Data ◽  
Fuzzy Clustering Algorithm ◽  
Improved Algorithm

Magnetic field data of ship has three-component,and traditional weighted fuzzy clustering algorithm(FCA) can’t deal with the three-component data. We improve the traditional FCA by changing the objective function and added weights calculation of three-component of magnetic field in the function.Give the equation to compute the weights of three-component.Put forward new steps for improved algorithm.Use ships’ data to test the improved algorithm and giving the conclusion.

Transfer of knowledge in chemical equipment reliability

1989 ◽  
Vol 54 (10) ◽  
pp. 2692-2710 ◽  
Author(s):  
František Babinec ◽  
Mirko Dohnal
Keyword(s):  
Fuzzy Clustering ◽  
Clustering Algorithm ◽  
Chemical Equipment ◽  
Transfer Of Knowledge ◽  
Equipment Reliability ◽  
Fuzzy Clustering Algorithm

The problem of transformation of data on the reliability of chemical equipment obtained in particular conditions to other equipment in other conditions is treated. A fuzzy clustering algorithm is defined for this problem. The method is illustrated on a case study.

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