DocumentCode
2679104
Title
Particle swarm algorithm applied in the layout optimization for console
Author
Xu, Yuqing ; Meng, Qingxin ; Yang, Zhi
Author_Institution
Coll. of Mech. & Electr. Eng., Harbin Eng. Univ., Harbin, China
Volume
5
fYear
2010
fDate
27-29 March 2010
Firstpage
541
Lastpage
544
Abstract
Components on console are usually arranged by manual layout according to ergonomics standards and experiences in nuclear power plant. It is hard to balance many criterions, for it depends much on designer´s judgments and preferences. This method leads to a random layout results. Particle swarm optimization is a solution to complex optimization problems with constraints, and has been applied successfully in layout and optimization fields. Fitness function was structured according to the evaluating indicators which include operation frequency and order and relationships between individuals. The optimization objective was evaluated by the hand moving distance. This method could be adopted to optimize the layout of components on human-machine interface in order to ensure safety and efficiency of the system. The troubles of subjective feelings and randomness are avoided. An example of 13 components is implemented to show the layout procedure.
Keywords
ergonomics; man-machine systems; nuclear power stations; particle swarm optimisation; console; ergonomics standards; human-machine interface; layout optimization; nuclear power plant; particle swarm algorithm; particle swarm optimization; Constraint optimization; Control systems; Ergonomics; Frequency; Interference constraints; Man machine systems; Optimization methods; Particle swarm optimization; Power generation; Safety; console; layout optimization; particle swarm algorithm;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Computer Control (ICACC), 2010 2nd International Conference on
Conference_Location
Shenyang
Print_ISBN
978-1-4244-5845-5
Type
conf
DOI
10.1109/ICACC.2010.5487115
Filename
5487115
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