An optimization model for aircraft maintenance scheduling based on ABC algorithm

被引：2
|
作者：
Jiang Ling-ping [1 ]
机构：
[1] Civil Aviat Flight Univ China, Aviat Engn Coll, Guanghan 618307, Peoples R China
来源：
MECHATRONICS AND INTELLIGENT MATERIALS II, PTS 1-6 | 2012年 / 490-495卷
关键词：
ABC algorithm; Aircraft maintenance; Optimization;
D O I：
10.4028/www.scientific.net/AMR.490-495.147
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The problem of airline maintenance scheduling is considered in this paper. A maintenance-scheduling model that can determine rational maintenance date is established, in this model, while aircraft materials as well as other factors are taken as constraints, and aircraft air-on-ground (AOG) loss is set as goal function. In order to solve the model, Artificial Bee Colony (ABC) algorithm is utilized by setting the appropriate number of the bees, which can find the optimal solution rapidly. Finally, airline's practical data is applied to validate the feasibility and practicality of the model and ABC algorithm.
引用
收藏
页码：147 / 151
页数：5
相关论文
共 50 条
  • [41] Lookahead approximate dynamic programming for stochastic aircraft maintenance check scheduling optimization
    Deng, Qichen
    Santos, Bruno F.
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2022, 299 (03) : 814 - 833
  • [42] Robust Maintenance Scheduling of Aircraft Fleet: A Hybrid Simulation-Optimization Approach
    Shahmoradi-Moghadam, Hani
    Safaei, Nima
    Sadjadi, Seyed Jafar
    IEEE ACCESS, 2021, 9 : 17854 - 17865
  • [43] The Aircraft Departure Scheduling Based on Second-order Oscillating Particle Swarm Optimization Algorithm
    Lei, Xiujuan
    Fu, Ali
    Shi, Zhongke
    2008 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-8, 2008, : 1399 - +
  • [44] Scheduling algorithm for maintenance and service support of carrier-based aircraft on flight deck with different man-aircraft matching patterns
    Su X.
    Han W.
    Zhang Y.
    Song J.
    Zhao Z.
    Han, Wei (Hanwei70cn@tom.com), 2018, Chinese Society of Astronautics (39):
  • [45] A stochastic model for aircraft line maintenance scheduling considering random delays
    Yan, Shangyao
    Sun, Ching-Sheng
    Yuan, Tang-Yao
    JOURNAL OF THE CHINESE INSTITUTE OF ENGINEERS, 2025,
  • [46] Aircraft line maintenance scheduling and optimisation
    Shaukat, Syed
    Katscher, Mathias
    Wu, Cheng-Lung
    Delgado, Felipe
    Larrain, Homero
    JOURNAL OF AIR TRANSPORT MANAGEMENT, 2020, 89
  • [47] MAINTENANCE SCHEDULING FOR CRITICAL PARTS OF AIRCRAFT
    FARD, NS
    MELACHRINOUDIS, E
    PROCEEDINGS ANNUAL RELIABILITY AND MAINTAINABILITY SYMPOSIUM, 1991, (SYM): : 44 - 47
  • [48] The Optimal Aircraft Scheduling Model Based on Network Model
    Zhao, Danling
    Tan Yuejin
    Cheng, Ran
    Yang, Fengbo
    Dou Yajie
    PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017), 2017, : 2935 - 2940
  • [49] Robust optimization model of elevator group scheduling based on genetic algorithm
    School of Electrical Engineering and Automation, Tianjin University, Tianjin 300072, China
    Tianjin Daxue Xuebao (Ziran Kexue yu Gongcheng Jishu Ban), 2007, 9 (1019-1024):
  • [50] Knowledge worker scheduling optimization model based on bacterial foraging algorithm
    Dan, Yufang
    Tao, Jianwen
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2021, 124 : 330 - 337
12345