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...
| Main Authors: | , , , |
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| Format: | Proceeding Paper |
| Language: | English |
| Published: |
IEEE Explore
2011
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/15084/1/Design_and_implementation_of_fuzzy_based_controller_for_modern_elevator_group.pdf |
| _version_ | 1825645535904661504 |
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| 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 |
| collection | IIUM |
| 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 |
| first_indexed | 2024-03-05T22:49:11Z |
| format | Proceeding Paper |
| id | oai:generic.eprints.org:15084 |
| institution | International Islamic University Malaysia |
| language | English |
| last_indexed | 2024-03-05T22:49:11Z |
| publishDate | 2011 |
| publisher | IEEE Explore |
| record_format | dspace |
| spelling | oai:generic.eprints.org: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 Proceeding Paper 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 |
| 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 |
| title | 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_short | Design and implementation of fuzzy based controller for modern elevator group
|
| title_sort | design and implementation of fuzzy based controller for modern elevator group |
| topic | TA1001 Transportation engineering (General) |
| url | http://irep.iium.edu.my/15084/1/Design_and_implementation_of_fuzzy_based_controller_for_modern_elevator_group.pdf |
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