Modelling of CSTR by fuzzy clustering

Author

Banu, U.Sabura ; Uma, G.

Author_Institution

ICE Dept., BSAR Crescent Eng. Coll., Vandalur

fYear

2006

fDate

19-21 Dec. 2006

Firstpage

371

Lastpage

376

Abstract

A continuous stirred tank reactor (CSTR) characterized by three non-linear ordinary equations is modelled using fuzzy clustering. The construction of Takagi-Sugeno fuzzy model by means of Gustafson-Kessel clustering is discussed in this paper to decompose the input space. The model obtained is readily absorbed by MATLAB for analysis and design. The simulation results proved the feasibility of using fuzzy clustering for modelling CSTR. Simulation modelling provides an effective and powerful approach for capturing and analysing the complex CSTR plant. The validation of the simulation is acknowledged as an integral part of this work.

Keywords

chemical reactors; cluster tools; fuzzy control; fuzzy systems; mathematics computing; Gustafson-Kessel clustering; MATLAB; Takagi-Sugeno fuzzy model; complex CSTR plant; continuous stirred tank reactor; fuzzy clustering; nonlinear ordinary equations; Analytical models; Computational modeling; Continuous-stirred tank reactor; Control system synthesis; Mathematical model; Nonlinear equations; Power electronics; Power engineering and energy; Power system modeling; Testing;

fLanguage

English

Publisher

ieee

Conference_Titel

Power Electronics, 2006. IICPE 2006. India International Conference on

Conference_Location

Chennai

Print_ISBN

978-1-4244-3450-3

Electronic_ISBN

978-1-4244-3451-0

Type

conf

DOI

10.1109/IICPE.2006.4685400

Filename

4685400