Gas Turbine Modeling Based on Fuzzy Clustering Algorithm Using Experimental Data

被引：36

作者：

Benyounes, Abdelhafid ^{[1
]}

Hafaifa, Ahmed ^{[1
]}

Guemana, Mouloud ^{[2
]}

机构：

[1] Univ Djelfa, Fac Sci & Technol, Appl Automat & Ind Diagnost Lab, Bloc 73 20 W, Djelfa, Algeria

[2] Univ Medea, Fac Sci & Technol, Medea, Algeria

来源：

APPLIED ARTIFICIAL INTELLIGENCE | 2016年 / 30卷 / 01期

关键词：

SYSTEMS; IDENTIFICATION; PARTITIONS; NETWORKS;

D O I：

10.1080/08839514.2016.1138808

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

The development of reliable mathematical models for nonlinear systems has been a primary topic in several industrial applications. This work proposes to examine the application of fuzzy logic to represent the control parameters of a gas turbine based on the fuzzy clustering method using Gustafson-Kessel algorithms. The results obtained from data classification of construction with associated models indicate applications in modeling the examined system.

引用

页码：29 / 51

页数：23

共 50 条

[31] Fuzzy distance based hierarchical clustering calculated using the A* algorithm
Gedda, Magnus
Svensson, Stina
COMBINATORIAL IMAGE ANALYSIS, PROCEEDINGS, 2006, 4040 : 101 - 115
[32] Fuzzy C-means clustering algorithm based on incomplete data
Jia, Zhiping
Yu, Zhiqiang
Zhang, Chenghui
2006 IEEE INTERNATIONAL CONFERENCE ON INFORMATION ACQUISITION, VOLS 1 AND 2, CONFERENCE PROCEEDINGS, 2006, : 600 - 604
[33] Fast data association algorithm based on maximum entropy fuzzy clustering
School of Electronic Engineering, Xidian Univ., Xi'an 710071, China
Xi'an Dianzi Keji Daxue Xuebao, 2006, 2 (251-256):
[34] A Fuzzy Threshold Based Modified Clustering Algorithm for Natural Data Exploration
Thomas, Binu
Raju, G.
INTELLIGENCE AND SECURITY INFORMATICS, PROCEEDINGS, 2010, 6122 : 167 - +
[35] Fault Diagnosis by Data Mining Based on Focusing Fuzzy Clustering Algorithm
College of Electric Power, South China University of Technology, Guangzhou 510640, China
Dongli Gongcheng, 2006, 4 (511-515):
[36] A Quantum-Inspired Fuzzy Based Evolutionary Algorithm for Data Clustering
Patel, Om Prakash
Bharill, Neha
Tiwari, Aruna
2015 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE 2015), 2015,
[37] Fault diagnosis by data mining based on focusing fuzzy clustering algorithm
Yang Ping
PROCEEDINGS OF 2005 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1 AND 2, 2005, : 992 - 996
[38] A Fuzzy Threshold Based Unsupervised Clustering Algorithm for Natural Data Exploration
Thomas, Binu
Raju, G.
2010 INTERNATIONAL CONFERENCE ON NETWORKING AND INFORMATION TECHNOLOGY (ICNIT 2010), 2010, : 473 - 477
[39] A fuzzy clustering algorithm using cellular learning automata based evolutionary algorithm
Rastegar, R
Arasteh, AR
Hariri, A
Meybodi, MR
HIS'04: FOURTH INTERNATIONAL CONFERENCE ON HYBRID INTELLIGENT SYSTEMS, PROCEEDINGS, 2005, : 310 - 314
[40] A New Algorithm for T-S Fuzzy Modeling Based on Hierarchical Fuzzy-Clustering
Wang Heng
Jia Minping
PROCEEDINGS OF THE 29TH CHINESE CONTROL CONFERENCE, 2010, : 1261 - 1264

← 1 2 3 4 5 →