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Design and implementation of an optimal fuzzy logic controller using egentic algorithm

Abdulazeez, Salami Femi and Adetunji, Lawal Wahab and Khan, Sheroz and Alam, A. H. M. Zahirul and Salami, Momoh Jimoh Emiyoka and Hameed, Shihab A. and Hassan Abdalla Hashim, Aisha and Islam, Md. Rafiqul (2011) Design and implementation of an optimal fuzzy logic controller using egentic algorithm. In: Principle of Transducer Devices and Components. IIUM Press, Kuala Lumpur, pp. 249-264. ISBN 978-967-418-172-7

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Abstract

Most control systems suITer from problems related to undesirable overshoot, longer settling times aoo vibrations while going from one state 10 an(){her state. Works so far reponed techniques which are on how to oveTCQme or reduce the effects of these issues for ensuring smoother and finely tuned eolltrolling proceM. The devised solution is softwllrebased which employs an algorithmic approach for programming II PICI6F877A microcontroller, thus eliminating allogether the parametric dependence issues while adding the benefits of easier modification to suit a given control system for varying operational conditions_ The approach is first simulated using MATLAB/and the simulated results are verified by programming {he PICI6I'g77A mierocontrolter with {he algorithm and using it on a temperature control system where a fan is regulated in response to variations in the ambient system temperature. The results justify the effectiveness of the approach implemented in this study and they lUnher prove toot the optimized Fuzzy Logic Controller is functioning better than the conventional PID Controller

Item Type: Book Chapter
Additional Information: 3930/21701
Uncontrolled Keywords: fuzzy logic, egentic algorithm
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button): Kulliyyah of Engineering > Department of Electrical and Computer Engineering
Depositing User: dr Sheroz Khan
Date Deposited: 07 Nov 2012 14:51
Last Modified: 07 Aug 2017 01:54
URI: http://irep.iium.edu.my/id/eprint/21701

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