Title :
Modelling of CSTR by fuzzy clustering
Author :
Banu, U.Sabura ; Uma, G.
Author_Institution :
ICE Dept., BSAR Crescent Eng. Coll., Vandalur
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;
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
DOI :
10.1109/IICPE.2006.4685400
