Research on Support Effectiveness Evaluation Method of Equipment Systems Based on PERT and ABMS

doi:10.16182/j.issn1004731x.joss.23-0457

Abstract

Abstract:

The support of an equipment system directly affects its combat effectiveness, and the support effectiveness evaluation of equipment systems has the characteristics of large scope, multiple levels, complete elements, and long process. According to the systematic combat requirements of aircraft equipment, the difficulties in evaluating the support effectiveness of aircraft equipment systems are analyzed. The PERT-based modeling method of airfield support is proposed, and the PERT-based process model of equipment system support activity is established according to the modeling requirements and sequential characteristics of aircraft equipment support tasks. The operational model framework of combinable equipment systems based on ABMS is proposed. The modeling concepts for support entity types, equipment objects, interaction relationships, and interaction objects for system effectiveness analysis are defined. Since qualitative analyses are not able to evaluate the effectiveness of equipment system support, the influence of support elements on system combat effectiveness is analyzed by the decision-tree-based quantitative analysis method, which provides a quantitative analysis means for the forward design of system-oriented combat equipment support. In the end, the effectiveness of the proposed method and model is verified by typical application cases.

Key words: system combat, support effectiveness, agent-based modelling and simulation(ABMS), program evaluation and review technique(PERT), quantitative analysis

CLC Number:

TP391.9

Ma Shanzhi, Wang Hongliang, He Hua, Lun Weicheng. Research on Support Effectiveness Evaluation Method of Equipment Systems Based on PERT and ABMS[J]. Journal of System Simulation, 2023, 35(9): 1837-1846.

Figures/Tables 8

Fig. 1

Fig. 2

Fig. 3

Fig. 4

Fig. 5

Fig. 6

Fig. 7

Fig. 8

References 17

1	丛继平, 崔利杰, 丁刚, 等. 基于目标驱动的航空维修保障体系仿真研究[J]. 系统仿真学报, 2021, 33(9): 2157-2165.
	Cong Jiping, Cui Lijie, Ding Gang, et al. Simulation on Aviation Maintenance Support System Based on Goal-driven[J]. Journal of System Simulation, 2021, 33(9): 2157-2165.
2	奉祁林, 陶西贵, 冯进技. 基于需求满足度的军用机场体系作战保障效能评估方法[J]. 军事运筹与系统工程, 2021, 35(2): 31-35, 47.
	Feng Qilin, Tao Xigui, Feng Jinji. Evaluation Method of System Operational Support Efficiency for Military Airfield Based on Requirement Satisfaction[J]. Military Operations Research and Systems Engineering, 2021, 35(2): 31-35, 47.
3	蔡忠义, 陈云翔, 李规正. 主战飞机维修保障效能评估方法[J]. 火力与指挥控制, 2016, 41(9): 57-60.
	Cai Zhongyi, Chen Yunxiang, Li Guizheng. Method on Maintenance Support Effectiveness Evaluation of Main-battle Aircraft[J]. Fire Control & Command Control, 2016, 41(9): 57-60.
4	涂刚, 郭基联, 周义蛟. 基于PSO-ELM的军用飞机维修保障系统效能评估研究[J]. 航空工程进展, 2018, 9(3): 418-423.
	Tu Gang, Guo Jilian, Zhou Yijiao. A Study on Effectiveness Evaluation of Military Aircraft Maintenance Support System Based on PSO-ELM[J]. Advances in Aeronautical Science and Engineering, 2018, 9(3): 418-423.
5	徐吉朋, 蔡良才, 王观虎, 等. 机场飞行区设施保障效能准确评估仿真[J]. 计算机仿真, 2017, 34(9): 70-73, 87.
	Xu Jipeng, Cai Liangcai, Wang Guanhu, et al. Accurate Evaluation Simulation of Airport Flight Area Facility Support Effectiveness[J]. Computer Simulation, 2017, 34(9): 70-73, 87.
6	何亚群, 韩俊骞, 王涛. 两级维修体制下的航材保障效能评估研究[J]. 兵器装备工程学报, 2019, 40(10): 156-160.
	He Yaqun, Han Junqian, Wang Tao. Research on Aircraft Material Support Efficiency Evaluation Under the Two-level Maintenance System[J]. Journal of Ordnance Equipment Engineering, 2019, 40(10): 156-160.
7	祝华远, 马乃苍, 崔亚君. 基于ADC的军用飞机保障效能模型[J]. 兵工自动化, 2014(11): 17-19.
	Zhu Huayuan, Ma Naicang, Cui Yajun. Research on Support Effectiveness Model of Battle Plane Based on ADC[J]. Ordnance Industry Automation, 2014(11): 17-19.
8	王珏, 宋海靖, 吕宝. 基于再次出动流程优化的保障效能评估[J]. 中国新技术新产品, 2020(4): 5-8.
9	李廷鹏, 李岳, 徐永成, 等. 基于改进 PERT 的装备使用保障过程建模分析[J]. 系统工程与电子技术, 2015, 37(7): 1575-1580.
	Li Tingpeng, Li Yue, Xu Yongcheng, et al. Modeling and Analysis of Operation Support Progress of Equipment Based on Improved PERT[J]. Systems Engineering and Electronics, 2015, 37(7): 1575-1580.
10	郭小威, 马登武, 邓力. 基于PERT网络的航空弹药保障人员优化配置[J]. 北京航空航天大学学报, 2014, 40(1): 69-74.
	Guo Xiaowei, Ma Dengwu, Deng Li. Optimal Allocation of Air Ammunition Support Crew Based on PERT Networks[J]. Journal of Beijing University of Aeronautics and Astronautics, 2014, 40(1): 69-74.
11	崔建锋, 牟伟兴, 鄢淑婷, 等. 基于S3000L标准的飞机保障性分析系统建设与应用[J]. 航空维修与工程, 2021(7): 38-41.
	Cui Jianfeng, Mu Weixing, Yan Shuting, et al. Construction and Application of Aircraft LSA System Based on ASD S3000L Standard[J]. Aviation Maintenance & Engineering, 2021(7): 38-41.
12	崔建国, 周鹏甲, 于明月, 等. 飞机再次出动保障活动设计方法[J]. 火力与指挥控制, 2016, 41(9): 136-141.
	Cui Jianguo, Zhou Pengjia, Yu Mingyue, et al. Research on Method of Aircraft Turnaround Security Activity Procedure[J]. Fire Control & Command Control, 2016, 41(9): 136-141.
13	唐建, 严骏, 凌海风, 等. 基于随机PERT网络Monte-Carlo仿真的任务可靠性分析[J]. 计算机应用研究, 2012, 29(8): 2948-2951.
	Tang Jian, Yan Jun, Ling Haifeng, et al. Mission Reliability Analysis Based on Monte-Carlo Simulation of Stochastic PERT Network[J]. Application Research of Computers, 2012, 29(8): 2948-2951.
14	贾华杰, 刘建, 鲜明, 等. 一种基于作用域分解的综合信息对抗体系效能评估方法[J]. 电子对抗, 2011(5): 32-37.
	Jia Huajie, Liu Jian, Xian Ming, et al. An Effectiveness Evaluation Method of the Comprehensive IW Based on Decomposing of the Domains[J]. Electronic Warfare, 2011(5): 32-37.
15	Jamshidi M. Theme of the IEEE SMC 2005[EB/OL]. [2023-02-21]. .
16	Jamshidi M. System of Systems Engineering: Innovations for the 21st Century[M]. Hoboken, NJ: Wiley, 2008.
17	Jamshidi M. Systems of Systems Engineering: Principles and Applications[M]. Boca Raton: CRC Press, 2009.

[1]	Baiyuan Ding, Fuling Mu, Yunpeng Li, Zhongkuan Chen, Chengyu Liu. Design of System Combat Simulation Platform for Complex Electromagnetic Environment [J]. Journal of System Simulation, 2023, 35(2): 330-338.
[2]	Shao Songshi, Ruan Minzhi, Zhang Zhihua. Model of Initial Spare Parts Configuration and Ordering Policy Optimization Based on Inventory State [J]. Journal of System Simulation, 2020, 32(3): 509-517.
[3]	Zhu Lin, Fang Shengliang, Wang Jinsong, Wu Fuxiang. Space Communication Network Cascading Failure Model Oriented System Combat [J]. Journal of System Simulation, 2018, 30(6): 2144-2152.
[4]	Zhao Xinjun, Wang Quanmin, Zou Yongxian, Jia Yufei. Research of Radio Frequency Environment Algorithms for Radar System of System Combat Simulation [J]. Journal of System Simulation, 2015, 27(1): 63-68.