title: Layout Design of Human-Machine Interaction Interface of Cabin Based on Cognitive Ergonomics and GA-ACA.
abstract: In order to consider the psychological cognitive characteristics affecting operating comfort and realize the automatic layout design, cognitive ergonomics and GA-ACA (genetic algorithm and ant colony algorithm) were introduced into the layout design of human-machine interaction interface. First, from the perspective of cognitive psychology, according to the information processing process, the cognitive model of human-machine interaction interface was established. Then, the human cognitive characteristics were analyzed, and the layout principles of human-machine interaction interface were summarized as the constraints in layout design. Again, the expression form of fitness function, pheromone, and heuristic information for the layout optimization of cabin was studied. The layout design model of human-machine interaction interface was established based on GA-ACA. At last, a layout design system was developed based on this model. For validation, the human-machine interaction interface layout design of drilling rig control room was taken as an example, and the optimization result showed the feasibility and effectiveness of the proposed method.
authors.affiliation: School of Mechatronic Engineering, Southwest Petroleum University, Chengdu 610500, China; Institute of Industrial Design, Northwestern Polytechnical University, Xi'an 710072, China.
authors.forename: Li
authors.initials: L
authors.lastname: Deng
authors.affiliation: State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation, Southwest Petroleum University, Chengdu 610500, China.
authors.forename: Guohua
authors.initials: G
authors.lastname: Wang
authors.affiliation: Institute of Industrial Design, Northwestern Polytechnical University, Xi'an 710072, China.
authors.forename: Suihuai
authors.initials: S
authors.lastname: Yu
mesh_terms: D000465:Algorithms; D000818:Animals; D001000:Ants; D003071:Cognition / Q000502:physiology*; D001330:Electronic Data Processing; D006804:Ergonomics; D006801:Humans; D008328:Man-Machine Systems; D011582:Psychological Theory