航空学报2025，Vol.46Issue(13)：26-46,21.DOI:10.7527/S1000-6893.2024.31195
基于可变作业流程的舰载机机务勤务保障作业调度
Scheduling for maintenance and service support of carrier-based aircraft based on variable operation process
摘要
Abstract
With the increasing demand for aircraft carrier combat capability in modern naval warfare,the efficiency of carrier aircraft maintenance and support operations directly affects the effectiveness of aircraft carrier combat.To opti-mize the support operation process and further improve operation efficiency,the scheduling optimization problem for maintenance and service support of carrier aircraft based on variable operation process was studied,and the corre-sponding scheduling optimization algorithm was proposed.Firstly,the characteristics of the flight deck environment and maintenance and support operations were analyzed,and a transfer path library for personnel and equipment in the deck environment was constructed.Secondly,with the optimization goal of minimizing the completion time of sup-port operations,an scheduling model for maintenance and service support of carrier aircraft based on variable opera-tion process is constructed.The model takes into account the constraints of support personnel,support equipment,and operation process,as well as the collaborative pickup and delivery process of weapons.Furthermore,the prob-lem is conceptualized as an integrated scheduling problem of resource constrained multi-project scheduling and re-source delivery scheduling based on variable process operation flow.Based on a serial scheduling generation scheme considering resource transfer and personnel transfer,an Improved Particle Swarm Optimization algorithm(IPSO)is proposed to optimize and solve the scheduling model.Finally,the effectiveness of the scheduling model and algo-rithm,as well as the efficiency and robustness of the algorithm,were verified through simulation of typical support task scenarios and algorithm comparisons.Under the same conditions,compared to the fixed process-based scheduling method,the proposed variable process-based scheduling method for maintenance and support operations can effec-tively shorten the completion time.In the scenario of flight deck operations with weapon delivery operations,the aver-age completion time can be reduced by at least 25.50%;and in the scenario with weapon pick-up and delivery,the average completion time can be reduced by at least 25.96%.关键词
舰载机/可变作业流程/机务勤务保障作业/武器转运/集成调度/资源受限多项目调度/粒子群优化算法Key words
carrier-based aircraft/variable process/maintenance and support operations/weapon transportation/integrated scheduling/resource-constrained multi-project scheduling problem/Particle Swarm Optimization(PSO)algorithm分类
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郭放,韩维,刘玉杰,刘洁,苏析超,程亮亮..基于可变作业流程的舰载机机务勤务保障作业调度[J].航空学报,2025,46(13):26-46,21.基金项目
国家自然科学基金(12102077) （12102077）
中国科协青年人才托举工程 National Natural Science Foundation of China(12102077) （12102077）
Young Elite Scientists Sponsorship Program by CAST （）
