Online multi-model identification algorithm based on subtractive clustering

Zidonghua Xuebao/ Acta Automatica Sinica

Volumn 35, Issue 2, 2009, Pages 220-224

  Pan, Tian Hong ^a   Xue, Zhen Kuang ^b   Li, Shao Yuan ^b  

^a JIANGSU UNIVERSITY   (China)

^b SHANGHAI JIAO TONG UNIVERSITY   (China)

Author keywords

Local model networks (LMN); Multi model; Online identification; Subtractive clustering

Indexed keywords

CLUSTERING ALGORITHMS; IDENTIFICATION (CONTROL SYSTEMS); MIM DEVICES; PARAMETER ESTIMATION;

CLUSTERING RESULTS; COMPLEX SYSTEMS; CONTROLLED PROCESS; IDENTIFICATION OF THE PARAMETERS; INDUSTRIAL PROCESS; LIFE PROCESS; LOCAL MODEL NETWORKS (LMN); LOCAL MODELS; MULTI-MODEL; MULTI-MODEL SYSTEMS; NON LINEARITIES; ONLINE IDENTIFICATION; OPERATING PARAMETERS; OPERATING REGIMES; SUBTRACTIVE CLUSTERING;

MATHEMATICAL MODELS;

EID: 61749097305     PISSN: 02544156     EISSN: None     Source Type: Journal    
DOI: 10.3724/SP.J.1004.2009.00220     Document Type: Article

References (10)

1. Mohan B M, Sinha A. Analytical structure and stability analysis of a fuzzy PID controller. Applied Soft Computing, 2008, 8(1): 749-758
2. Angelov P P, Lughofer E. A comparative study of two approaches for data-driven design of evolving fuzzy systems: eTS and FLEXFIS. International Journal on General Systems, 2008, 37(1): 45-67
3. Chen Jian-Qin, Xi Yu-Geng, Zhang Zhong-Jun. On line identification of nonlinear systems using fuzzy model. Acta Automatica Sinica, 1998, 24(1): 90-94
4. Angelov P P, Filev D P. An approach to online identification of Takagi-Sugeno fuzzy models. IEEE Transactions on Systems, Man, and Cybernetics, 2004, 34(1): 484-498
5. Gregorcic G, Lightbody G. Local model network identification with Gaussian processes. IEEE Transactions on Neural Networks, 2007, 18(5): 1404-1423
6. Chiu S L. Fuzzy model identification based on cluster estimation. Journal of Intelligent and Fuzzy Systems, 1994, 2(3): 267-278
7. Xue Zhen-Kuang, Li Shao-Yuan. A multi-model identification algorithm based on weighted cost function and application in thermal process. Acta Automatica Sinica, 2005, 31(3): 470-474
8. Fang Chong-Zhi, Xiao De-Yun. Process Identification. Beijing: Tsinghua University Press, 1988
9. Ramirez R G. Overall Intelligent Hybrid Control System for a Fossil-fuel Power Unit [Ph. D. dissertation], The Pennsylvania State University, USA, 2000
10. Xue Zhen-Kuang. Multi-model Modeling and Control Approaches Based on Local Model Networks [Ph. D. dissertation], Shanghai Jiao Tong University, China, 2005