Cabin placement layout is an important part of ship cabin layout design. A good cabin placement layout can improve the efficiency of the ship’s cabin arrangement. However, optimisation of the layout of cabin placement is not widely studied and more often relies on the experience of the staff. Thus, a novel methodology combining systematic layout planning and a genetic algorithm to optimise the cabin placement is presented in this paper. First key elements are converted by a systematic planning method that is often applied in factory layout, and a preliminary cabin placement layout model is established according to these key elements. Then the circulation strength and adjacency strength are taken as sub-objectives to establish a mathematical model, and an improved genetic algorithm is used to optimise the model. The result of the optimisation is compared with the initial schemes to verify the validity of the algorithm. Finally, the human factors are introduced according to the actual situation. The AHP method is used to select the layout scheme of the cabin that is most likely to be applied in the actual cabin layout.


    Access

    Download


    Export, share and cite



    Title :

    Cabin Placement Layout Optimisation Based on Systematic Layout Planning and Genetic Algorithm


    Contributors:
    Su Shaojuan (author) / Zheng Yasai (author) / Xu Jinan (author) / Wang Tianlin (author)


    Publication date :

    2020




    Type of media :

    Article (Journal)


    Type of material :

    Electronic Resource


    Language :

    Unknown




    Cabin Placement Layout Optimisation Based on Systematic Layout Planning and Genetic Algorithm

    Su, Shaojuan / Zheng, Yasai / Xu, Jinan et al. | Online Contents | 2020


    Systematic layout planning

    Muther, Richard | SLUB | 1961


    Optimal Design and Calculation of Cabin Layout Based on Genetic Algorithm

    Zheng, Sijuan / Xie, Fang / Ling, Liang et al. | Springer Verlag | 2023


    Optimised aircraft cabin layout

    SAINT-JALMES BRUNO / ZANEBONI JASON / RUMEAU BERNARD | European Patent Office | 2015

    Free access

    Ship Cabin Layout Optimization Design Based on the Improved Genetic Algorithm Method

    Wang, Yun-Long / Wang, Chen / Lin, Yan | Tema Archive | 2013