Reusability Analysis and Application for Complex System Simulation Model

doi:10.16182/j.issn1004731x.joss.20-0499

Abstract

Abstract: Model reuse is an important way to improve the development efficiency of complex system simulation application. At present, there are few researches on the reusability of simulation model and its impact on the development efficiency of complex system simulation application integration by using qualitative/quantitative methods. A simulation model reusability analysis method is proposed. By introducing the simulation application integration development speedup ratio, the simulation model reusability analysis mathematical model is constructed, and the requirements of model interface, model testing and information description for improving model reusability are analyzed qualitatively. Through two typical case studies, the influence of reusable simulation model is quantitatively analyzed, and the effectiveness is proved.

Key words: complex system simulation, model reuse, reusability analysis, simulation model interface

CLC Number:

TP391.9

Zhu Feng, Yao Yiping, Tang Wenjie, Li Jin. Reusability Analysis and Application for Complex System Simulation Model[J]. Journal of System Simulation, 2021, 33(10): 2356-2362.

References

[1] 梁义芝, 张维石, 康晓予, 等. 仿真模型重用方法综述[J]. 计算机仿真, 2008, 25(8): 1-5, 13.
Liang Yizhi, Zhang Weishi, Kang Xiaoyu, et al.A Survey of Model Reuse Methods[J]. Computer Simulation, 2008, 25(8): 1-5, 13.
[2] 杜国红, 韦伟, 李路遥. 作战仿真实体组件化建模研究[J]. 系统仿真学报, 2015, 27(2): 234-239.
Du Guohong, Wei Wei, Li Luyao.Research on Component-based Modeling of Combat Simulation Entity[J]. Journal of System Simulation, 2015, 27(2): 234-239.
[3] Fujimoto R M.Research Challenges in Parallel and Distributed Simulation[J]. ACM Transaction on Modeling and Computer Simulation (S1049-3301), 2016, 26(4): 1-29.
[4] 胡晓峰. 战争复杂性与复杂体系仿真问题[J]. 军事运筹与系统工程, 2010, 24(3): 27-34.
Hu Xiaofeng.War Complexity and Issues in the SoS Simulation Research[J]. Military Operations Research and Systems Engineering, 2010, 24(3): 27-34.
[5] 刘营, 张霖, 赖李媛君. 复杂系统仿真的模型重用研究[J]. 中国科学: 信息科学, 2018, 48(7): 743-766.
Liu Ying, Zhang Lin, Lai Liyuanjun.Study on Model Reuse for Complex System Simulation[J]. SCIENTIA SINICA Informationis, 2018, 48(7): 743-766.
[6] Mariano C, Moreno M, Roberto V.Reusability and Multi-product Development Policies: a Comparison of Approaches in the Automotive, Motorcycle and Earthmoving Machinery Industries[J]. Robotics and Computer-integrated Manufacturing (S0736-5845), 1999, 15(2): 155-165.
[7] Robinson S, Nance R E, Paul R J, et al.Simulation Model Reuse: Definitions Benefits and Obstacles[J]. Simulation Modelling Practice and Theory (S1569-190X), 2004, 12(7/8): 479-494.
[8] 李文豪, 李密, 赵鹏, 等. 仿真概念模型可重用性评估[J]. 指挥控制与仿真, 2012, 34(2): 92-96.
Li Wenhao, Li Mi, Zhao Peng.et al.Reusability Assessment of Simulation Conceptual Model[J]. Command Control & Simulation, 2012, 34(2): 92-96.
[9] 雷永林. 仿真模型重用理论、方法与异构集成技术研究[D]. 长沙: 国防科技大学, 2006.
Lei Yonglin.Research on Simulation Model Reuse Theory, Method and Heterogeneous Integration Technology[D]. Changsha: University of Defense and Technology, 2006.
[10] 王洪军, 郑世明, 付雪梅. 面向服务的作战仿真模型集成框架设计研究[J]. 计算机科学与应用, 2018, 8(3): 1-11.
Wang Hongjun, Zheng Shiming, Fu Xuemei.Integrated Framework Design of Operational Simulation Model Based on Service-Oriented Architecture[J]. Computer Science and Application, 2018, 8(3): 1-11.
[11] Zhu F, Yao Y, Tang W, et al.A Hierarchical Composite Framework of Parallel Discrete Event Simulation for Modelling Complex Adaptive Systems[J]. Simulation Modelling Practice and Theory (S1569-190X), 2017, 77: 141-156.
[12] 李龙跃, 刘付显, 赵慧珍. 弹道导弹防御M/M/N排队系统建模与仿真[J]. 系统仿真学报, 2018, 30(4): 1260-1271.
Li Longyue, Liu Fuxian, Zhao Huizhen.Modeling and Simulation of Missile Defense M/M/N Queueing System[J]. Journal of System Simulation, 2018, 30(4): 1260-1271.
[13] 赵思源, 李小兵, 何阳光, 等. F-22A战机机动能力分析与航迹仿真[J]. 飞行力学, 2018, 36(6): 21-24.
Zhao Siyuan, Li Xiaobing, He Yangguang, et al.Flight Maneuvering Ability Analysis and Flight Path Simulation of the F-22A Fighter[J]. Flight Dynamics, 2018, 36(6): 21-24.