The cargo loading optimization problem of the aircraft under multiple constraints is studied in this paper, which is of great significance to aircraft safety as well as operational efficiency and profit. Firstly, a multi-objective mixed integer programming model is established to maximize the assembly loads and minimize the center of gravity deviation by considering the constraints of the cargo aircraft center of gravity, the cargo aircraft weight, the cargo hold structure, the isolation of dangerous goods, and the oversized cargo loading. Secondly, a new improved genetic algorithm is designed to solve the model, which adopts strategies such as elite preservation and exponential fitness function to speed up the convergence and guarantee stability. Finally, numerical simulations are carried out considering the Boeing 777 freighter. The results show the feasibility and effectiveness of the proposed model and method, and can provide a reference for future airline stowage work.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Optimal Method of Air Cargo Loading Under Multi-constraint Conditions


    Additional title:

    Lect. Notes Electrical Eng.


    Contributors:
    Wang, Yue (editor) / Liu, Yuyang (editor) / Zou, Jiaqi (editor) / Huo, Mengyao (editor) / Lu, Yuheng (author) / Dong, Chunyun (author) / Nan, Meng (author) / Chen, Xiaolong (author) / Wei, Yufan (author)

    Conference:

    International Conference On Signal And Information Processing, Networking And Computers ; 2022 September 06, 2022 - September 06, 2022



    Publication date :

    2023-02-24


    Size :

    9 pages





    Type of media :

    Article/Chapter (Book)


    Type of material :

    Electronic Resource


    Language :

    English




    CARGO LOADING DEVICE AND CARGO LOADING METHOD

    SHIMAZU TOSHIHARU / NAKAMURA YASUAKI / SHIGETANI KAZUHIRO et al. | European Patent Office | 2022

    Free access

    SHIP LOADING CARGO AND METHOD OF LOADING CARGO

    IM HONG IL / LEE DO HYUNG / KIM WHA SOO et al. | European Patent Office | 2015

    Free access

    SHIP LOADING CARGO AND METHOD OF LOADING CARGO

    IM HONG IL / LEE DO HYUNG / KIM WHA SOO et al. | European Patent Office | 2015

    Free access

    SHIP LOADING CARGO AND METHOD OF LOADING CARGO

    European Patent Office | 2016

    Free access

    CARGO LOADING SHIP AND METHOD OF LOADING CARGO

    IM HONG IL / LEE DO HYUNG / LEE BYEONG ROK | European Patent Office | 2015

    Free access