Optimal aircraft load balancing

被引:21
|
作者
Kaluzny, Bohdan L. [1 ]
Shaw, R. H. A. David [1 ]
机构
[1] Def Res & Dev Canada, Ctr Operat Res & Anal, Ottawa, ON, Canada
关键词
bin packing; load balancing; aircraft loading; integer linear program; centre of gravity;
D O I
10.1111/j.1475-3995.2009.00723.x
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
The Canadian Forces employ cargo aircraft for countless missions to deliver equipment, supplies and passengers. Maximizing the payload while maintaining a safe load balance is of high importance. This paper details a mathematical formulation, a Mixed Integer Linear Program model, to solve the problem of determining the arrangement of a set of items in a cargo hold that optimizes the load balance. Items are modelled as rectangles with specified dimensions, mass and centre of gravity offsets. The main decision variables determine the orientation and placement of a given set of items. The objective function can be chosen to minimize deviation of the centre of gravity from the target position or to maximize a function of the items loaded (cardinality, priority, etc.). The formulation models item rotation, spacing requirements, load ordering, macro items, obstacles and constrained placement. Furthermore, specialized cut and transitivity constraints are developed that limit the solution search space.
引用
收藏
页码:767 / 787
页数:21
相关论文
共 50 条
  • [31] Optimal Load Balancing in Cloud Environment of Virtual Machines
    Al-Yarimi, Fuad A. M.
    Althahabi, Sami
    Eltayeb, Majdy Mohammed
    COMPUTER SYSTEMS SCIENCE AND ENGINEERING, 2022, 41 (03): : 919 - 932
  • [32] Load balancing for wing deformation optimization in amphibious aircraft static test
    Tian W.
    Xia F.
    Song P.
    Zhang T.
    Yang P.
    Hangkong Xuebao/Acta Aeronautica et Astronautica Sinica, 2020, 41 (11):
  • [33] An Optimal Method of Task Balancing for Aircraft Subassembly under Resource Constraints
    Yan, Zhenguo
    Li, Yuan
    Zhang, Jie
    Zhou, Xiaobo
    MATERIALS PROCESSING TECHNOLOGIES, PTS 1 AND 2, 2011, 154-155 : 1530 - 1537
  • [34] A Dynamic Load Balancing Strategy For Real-Time Aircraft Collaborative Simulation
    Zhao, J. X.
    Peng, G. Z.
    Zhang, H. M.
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON ELECTRICAL, AUTOMATION AND MECHANICAL ENGINEERING (EAME 2015), 2015, 13 : 704 - 706
  • [35] Hybrid optimal control for load balancing in a cluster of computer nodes
    Moerdyk, Brian
    DeCarlo, Ray
    Birdwell, Douglas
    Zefran, Milos
    Chiasson, John
    PROCEEDINGS OF THE 2006 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS, VOLS 1-4, 2006, : 1037 - 1042
  • [36] α-Optimal User Association and Cell Load Balancing in Wireless Networks
    Kim, Hongseok
    de Veciana, Gustavo
    Yang, Xiangying
    Venkatachalam, Muthaiah
    2010 PROCEEDINGS IEEE INFOCOM, 2010,
  • [37] Optimal load balancing in tree networks using genetic algorithms
    Ramachandran, V
    Shanmuganathan, VP
    Jayabarathi, T
    4TH WORLD CONGRESS OF EXPERT SYSTEMS, VOL 1 AND 2: APPLICATION OF ADVANCED INFORMATION TECHNOLOGIES, 1998, : 893 - 897
  • [38] An Optimal Distributed Load Balancing Algorithm for Homogeneous Work Units
    Langer, Akhil
    PROCEEDINGS OF THE 28TH ACM INTERNATIONAL CONFERENCE ON SUPERCOMPUTING, (ICS'14), 2014, : 165 - 165
  • [39] OPTIMAL LOAD BALANCING AND SCHEDULING IN A DISTRIBUTED COMPUTER-SYSTEM
    ROSS, KW
    YAO, DD
    JOURNAL OF THE ACM, 1991, 38 (03) : 676 - 690
  • [40] OPTIMAL STATIC LOAD BALANCING IN DISTRIBUTED COMPUTER-SYSTEMS
    TANTAWI, AN
    TOWSLEY, D
    JOURNAL OF THE ACM, 1985, 32 (02) : 445 - 465