Simulation of a four-car elevator operation using MATLAB

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

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Abstract

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.

Item Type: Article
Keywords: Elevator, Fuzzy logic, Membership function, Optimization, Simulator
Schools/Departments: University of Nottingham, Malaysia Campus > Faculty of Engineering > Department of Electrical and Electronic Engineering
Depositing User: Wahid, Ms. Haleema
Date Deposited: 28 Apr 2014 11:56
Last Modified: 13 Sep 2016 13:59
URI: http://eprints.nottingham.ac.uk/id/eprint/3054

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