Design and implementation of fuzzy based controller for modern elevator group

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 introdu...

Full description

Bibliographic Details
Main Authors:	Muhammad , Mahbubur Rashid, Alang Md Rashid, Nahrul Khair, Faruq, Alias, Rahman, Mohammed Ataur
Format:	Conference or Workshop Item
Language:	English
Published:	IEEE Explore 2011
Subjects:	TA1001 Transportation engineering (General)
Online Access:	http://irep.iium.edu.my/15084/ http://irep.iium.edu.my/15084/ http://irep.iium.edu.my/15084/1/Design_and_implementation_of_fuzzy_based_controller_for_modern_elevator_group.pdf

id	iium-15084
recordtype	eprints
spelling	iium-150842012-04-23T04:35:45Z http://irep.iium.edu.my/15084/ Design and implementation of fuzzy based controller for modern elevator group Muhammad , Mahbubur Rashid Alang Md Rashid, Nahrul Khair Faruq, Alias Rahman, Mohammed Ataur TA1001 Transportation engineering (General) 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 system 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 MATLAB™ fuzzy logic toolbox and implements the prototype experimental model of a 3 car 4 storied IEEE Explore 2011 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/15084/1/Design_and_implementation_of_fuzzy_based_controller_for_modern_elevator_group.pdf Muhammad , Mahbubur Rashid and Alang Md Rashid, Nahrul Khair and Faruq, Alias and Rahman, Mohammed Ataur (2011) Design and implementation of fuzzy based controller for modern elevator group. In: 2011 IEEE Symposium on Industrial Electronics and Applications (ISIEA), 25-28 Sept. 2011, Langkawi. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6108794&tag=1
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	TA1001 Transportation engineering (General)
spellingShingle	TA1001 Transportation engineering (General) Muhammad , Mahbubur Rashid Alang Md Rashid, Nahrul Khair Faruq, Alias Rahman, Mohammed Ataur Design and implementation of fuzzy based controller for modern elevator group
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 system 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 MATLAB™ fuzzy logic toolbox and implements the prototype experimental model of a 3 car 4 storied
format	Conference or Workshop Item
author	Muhammad , Mahbubur Rashid Alang Md Rashid, Nahrul Khair Faruq, Alias Rahman, Mohammed Ataur
author_facet	Muhammad , Mahbubur Rashid Alang Md Rashid, Nahrul Khair Faruq, Alias Rahman, Mohammed Ataur
author_sort	Muhammad , Mahbubur Rashid
title	Design and implementation of fuzzy based controller for modern elevator group
title_short	Design and implementation of fuzzy based controller for modern elevator group
title_full	Design and implementation of fuzzy based controller for modern elevator group
title_fullStr	Design and implementation of fuzzy based controller for modern elevator group
title_full_unstemmed	Design and implementation of fuzzy based controller for modern elevator group
title_sort	design and implementation of fuzzy based controller for modern elevator group
publisher	IEEE Explore
publishDate	2011
url	http://irep.iium.edu.my/15084/ http://irep.iium.edu.my/15084/ http://irep.iium.edu.my/15084/1/Design_and_implementation_of_fuzzy_based_controller_for_modern_elevator_group.pdf
first_indexed	2023-09-18T20:24:07Z
last_indexed	2023-09-18T20:24:07Z
_version_	1777408301947944960

Design and implementation of fuzzy based controller for modern elevator group

Similar Items