Rule-based fuzzy logic controller with adaptable reference

This paper attempts to model and design a simple fuzzy logic controller with Variable Reference. The Variable Reference (VR) is featured as an adaptability element which is obtained from two known variables – desired system-input and actual system-output. A simple fuzzy rule-based technique is sim...

Full description

Bibliographic Details
Main Authors:	Khan, Sheroz, Adam, I, Alam, A. H. M. Zahirul, Islam, Md. Rafiqul, Khalifa, Othman Omran
Format:	Article
Language:	English
Published:	World Academy of Science, Engineering and Technology (W A S E T) 2008
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://irep.iium.edu.my/26302/ http://irep.iium.edu.my/26302/ http://irep.iium.edu.my/26302/1/v3-5-42.pdf

id	iium-26302
recordtype	eprints
spelling	iium-263022013-07-24T05:23:53Z http://irep.iium.edu.my/26302/ Rule-based fuzzy logic controller with adaptable reference Khan, Sheroz Adam, I Alam, A. H. M. Zahirul Islam, Md. Rafiqul Khalifa, Othman Omran TK Electrical engineering. Electronics Nuclear engineering This paper attempts to model and design a simple fuzzy logic controller with Variable Reference. The Variable Reference (VR) is featured as an adaptability element which is obtained from two known variables – desired system-input and actual system-output. A simple fuzzy rule-based technique is simulated to show how the actual system-input is gradually tuned in to a value that closely matches the desired input. The designed controller is implemented and verified on a simple heater which is controlled by PIC Microcontroller harnessed by a code developed in embedded C. The output response of the PIC-controlled heater is analyzed and compared to the performances by conventional fuzzy logic controllers. The novelty of this work lies in the fact that it gives better performance by using less number of rules compared to conventional fuzzy logic controllers. World Academy of Science, Engineering and Technology (W A S E T) 2008 Article PeerReviewed application/pdf en http://irep.iium.edu.my/26302/1/v3-5-42.pdf Khan, Sheroz and Adam, I and Alam, A. H. M. Zahirul and Islam, Md. Rafiqul and Khalifa, Othman Omran (2008) Rule-based fuzzy logic controller with adaptable reference. International Journal of Electrical and Computer Engineering, 3 (1). pp. 7-11. ISSN 2010-3948 (P) 2010-3956 (O) http://www.waset.org
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	TK Electrical engineering. Electronics Nuclear engineering Khan, Sheroz Adam, I Alam, A. H. M. Zahirul Islam, Md. Rafiqul Khalifa, Othman Omran Rule-based fuzzy logic controller with adaptable reference
description	This paper attempts to model and design a simple fuzzy logic controller with Variable Reference. The Variable Reference (VR) is featured as an adaptability element which is obtained from two known variables – desired system-input and actual system-output. A simple fuzzy rule-based technique is simulated to show how the actual system-input is gradually tuned in to a value that closely matches the desired input. The designed controller is implemented and verified on a simple heater which is controlled by PIC Microcontroller harnessed by a code developed in embedded C. The output response of the PIC-controlled heater is analyzed and compared to the performances by conventional fuzzy logic controllers. The novelty of this work lies in the fact that it gives better performance by using less number of rules compared to conventional fuzzy logic controllers.
format	Article
author	Khan, Sheroz Adam, I Alam, A. H. M. Zahirul Islam, Md. Rafiqul Khalifa, Othman Omran
author_facet	Khan, Sheroz Adam, I Alam, A. H. M. Zahirul Islam, Md. Rafiqul Khalifa, Othman Omran
author_sort	Khan, Sheroz
title	Rule-based fuzzy logic controller with adaptable reference
title_short	Rule-based fuzzy logic controller with adaptable reference
title_full	Rule-based fuzzy logic controller with adaptable reference
title_fullStr	Rule-based fuzzy logic controller with adaptable reference
title_full_unstemmed	Rule-based fuzzy logic controller with adaptable reference
title_sort	rule-based fuzzy logic controller with adaptable reference
publisher	World Academy of Science, Engineering and Technology (W A S E T)
publishDate	2008
url	http://irep.iium.edu.my/26302/ http://irep.iium.edu.my/26302/ http://irep.iium.edu.my/26302/1/v3-5-42.pdf
first_indexed	2023-09-18T20:39:12Z
last_indexed	2023-09-18T20:39:12Z
_version_	1777409251166126080

Rule-based fuzzy logic controller with adaptable reference

Similar Items