Simulation of a four-car elevator operation using MATLAB

The design and simulation of a four-cars-elevator controller in a nine storey building is described in this paper. The design and simulation were accomplished using MATLABTM fuzzy logic toolbox. The logic of the controller of a multi-car elevator has to be designed in such a way that the average w...

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Main Authors: King, Saw Soon, Bouketir, Omrane
Format: Article
Language:English
Published: Canadian Center of Science and Education 2008
Subjects:
Online Access:https://eprints.nottingham.ac.uk/3054/
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author King, Saw Soon
Bouketir, Omrane
author_facet King, Saw Soon
Bouketir, Omrane
author_sort King, Saw Soon
building Nottingham Research Data Repository
collection Online Access
description The design and simulation of a four-cars-elevator controller in a nine storey building is described in this paper. The design and simulation were accomplished using MATLABTM fuzzy logic toolbox. The logic of the controller of a multi-car elevator has to be designed in such a way that the average waiting time is minimized while keeping the energy consumption of the system optimum. This is a multi-criteria optimization problem in stochastic environment and is best approached through Artificial Intelligent techniques. The work here focuses mainly on extracting the rules to minimize factors (i.e. waiting time, travelled distance and riding time) in order to minimize the energy consumed by the system. In this paper a detailed algorithm is presented to achieve the multiple objectives of minimizing the waiting time and the distance travelled simultaneously. This was accomplished by distributing different weightage to different quantities and then minimizing a combined cost. A simulator has been built with interactive GUI in Matlab to evaluate the efficacy of the algorithm.
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spelling nottingham-30542017-10-14T12:34:22Z https://eprints.nottingham.ac.uk/3054/ Simulation of a four-car elevator operation using MATLAB King, Saw Soon Bouketir, Omrane The design and simulation of a four-cars-elevator controller in a nine storey building is described in this paper. The design and simulation were accomplished using MATLABTM fuzzy logic toolbox. The logic of the controller of a multi-car elevator has to be designed in such a way that the average waiting time is minimized while keeping the energy consumption of the system optimum. This is a multi-criteria optimization problem in stochastic environment and is best approached through Artificial Intelligent techniques. The work here focuses mainly on extracting the rules to minimize factors (i.e. waiting time, travelled distance and riding time) in order to minimize the energy consumed by the system. In this paper a detailed algorithm is presented to achieve the multiple objectives of minimizing the waiting time and the distance travelled simultaneously. This was accomplished by distributing different weightage to different quantities and then minimizing a combined cost. A simulator has been built with interactive GUI in Matlab to evaluate the efficacy of the algorithm. Canadian Center of Science and Education 2008-11 Article PeerReviewed application/pdf en cc_by https://eprints.nottingham.ac.uk/3054/1/2128-6452-1-PB.pdf King, Saw Soon and Bouketir, Omrane (2008) Simulation of a four-car elevator operation using MATLAB. Modern Applied Science, 2 (6). pp. 100-109. ISSN 1913-1844 Elevator Fuzzy logic Membership function Optimization Simulator http://ccsenet.org/journal/index.php/mas/article/view/2128
spellingShingle Elevator
Fuzzy logic
Membership function
Optimization
Simulator
King, Saw Soon
Bouketir, Omrane
Simulation of a four-car elevator operation using MATLAB
title Simulation of a four-car elevator operation using MATLAB
title_full Simulation of a four-car elevator operation using MATLAB
title_fullStr Simulation of a four-car elevator operation using MATLAB
title_full_unstemmed Simulation of a four-car elevator operation using MATLAB
title_short Simulation of a four-car elevator operation using MATLAB
title_sort simulation of a four-car elevator operation using matlab
topic Elevator
Fuzzy logic
Membership function
Optimization
Simulator
url https://eprints.nottingham.ac.uk/3054/
https://eprints.nottingham.ac.uk/3054/