Design of fuzzy based controller for modern elevator group with floor priority constraints

The elevator technologies are developed to serve the requested passenger’s floors with high consideration of passengers’ satisfaction and elevator optimal performance. Responding to the issue, this paper focuses on development of an elevator group controller based on fuzzy algorithm. By introducing...

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Main Authors:	Rashid, Muhammad Mahbubur, Kasemi, Banna, Faruq, Alias, Alam, A. H. M. Zahirul
Format:	Conference or Workshop Item
Language:	English
Published:	Institute of Electrical and Electronics Engineers ( IEEE ) 2011
Subjects:	TJ212 Control engineering
Online Access:	http://irep.iium.edu.my/3825/ http://irep.iium.edu.my/3825/2/05937196%5B1%5D.pdf

id	iium-3825
recordtype	eprints
spelling	iium-38252012-12-14T00:57:55Z http://irep.iium.edu.my/3825/ Design of fuzzy based controller for modern elevator group with floor priority constraints Rashid, Muhammad Mahbubur Kasemi, Banna Faruq, Alias Alam, A. H. M. Zahirul TJ212 Control engineering The elevator technologies are developed to serve the requested passenger’s floors with high consideration of passengers’ satisfaction and elevator optimal performance. Responding to the issue, this paper focuses on development of an elevator group controller based on fuzzy algorithm. By introducing a fuzzy controller in an elevator system, this project is developed to manage the required passenger traffic density keeping passenger waiting times within reasonable limits. To increase the performance of the elevator group three major linguistic variables are introduced within a set of fuzzy rules. These include the average waiting time (AWT), power consumption (PC), and floor traffic (FT). When the passenger traffic is high, the low fuzzy control values reduce the importance of priority of floors rather the estimated arrival time is to be minimized. The simulation was accomplished to check the priority of fuzzy system graphically while the actual prototype of elevator system is programmed by PIC device as a controller. As a result a set of fuzzy rules was drawn based on practical considerations; mainly minimization of waiting time and energy consumption. When a few hall requests are registered, the elevator controller will decide which one of the elevators will serve which of the incoming hall requests. In order to manifest the work with actual elevator service, a computer simulation of a four-cars-elevator controller in a twenty storied building is accomplished by using MATLABTM fuzzy logic toolbox and implements the prototype experimental model. Institute of Electrical and Electronics Engineers ( IEEE ) 2011 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/3825/2/05937196%5B1%5D.pdf Rashid, Muhammad Mahbubur and Kasemi, Banna and Faruq, Alias and Alam, A. H. M. Zahirul (2011) Design of fuzzy based controller for modern elevator group with floor priority constraints. In: 4th International Conference on Mechatronics (ICOM'11), 17-19 May 2011, Kuala Lumpur.
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	TJ212 Control engineering
spellingShingle	TJ212 Control engineering Rashid, Muhammad Mahbubur Kasemi, Banna Faruq, Alias Alam, A. H. M. Zahirul Design of fuzzy based controller for modern elevator group with floor priority constraints
description	The elevator technologies are developed to serve the requested passenger’s floors with high consideration of passengers’ satisfaction and elevator optimal performance. Responding to the issue, this paper focuses on development of an elevator group controller based on fuzzy algorithm. By introducing a fuzzy controller in an elevator system, this project is developed to manage the required passenger traffic density keeping passenger waiting times within reasonable limits. To increase the performance of the elevator group three major linguistic variables are introduced within a set of fuzzy rules. These include the average waiting time (AWT), power consumption (PC), and floor traffic (FT). When the passenger traffic is high, the low fuzzy control values reduce the importance of priority of floors rather the estimated arrival time is to be minimized. The simulation was accomplished to check the priority of fuzzy system graphically while the actual prototype of elevator system is programmed by PIC device as a controller. As a result a set of fuzzy rules was drawn based on practical considerations; mainly minimization of waiting time and energy consumption. When a few hall requests are registered, the elevator controller will decide which one of the elevators will serve which of the incoming hall requests. In order to manifest the work with actual elevator service, a computer simulation of a four-cars-elevator controller in a twenty storied building is accomplished by using MATLABTM fuzzy logic toolbox and implements the prototype experimental model.
format	Conference or Workshop Item
author	Rashid, Muhammad Mahbubur Kasemi, Banna Faruq, Alias Alam, A. H. M. Zahirul
author_facet	Rashid, Muhammad Mahbubur Kasemi, Banna Faruq, Alias Alam, A. H. M. Zahirul
author_sort	Rashid, Muhammad Mahbubur
title	Design of fuzzy based controller for modern elevator group with floor priority constraints
title_short	Design of fuzzy based controller for modern elevator group with floor priority constraints
title_full	Design of fuzzy based controller for modern elevator group with floor priority constraints
title_fullStr	Design of fuzzy based controller for modern elevator group with floor priority constraints
title_full_unstemmed	Design of fuzzy based controller for modern elevator group with floor priority constraints
title_sort	design of fuzzy based controller for modern elevator group with floor priority constraints
publisher	Institute of Electrical and Electronics Engineers ( IEEE )
publishDate	2011
url	http://irep.iium.edu.my/3825/ http://irep.iium.edu.my/3825/2/05937196%5B1%5D.pdf
first_indexed	2023-09-18T20:11:48Z
last_indexed	2023-09-18T20:11:48Z
_version_	1777407527262093312

Design of fuzzy based controller for modern elevator group with floor priority constraints

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