吉林大学学报(信息科学版) ›› 2025, Vol. 43 ›› Issue (2): 327-337.

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基于系统动力学的无人机集群空战效能评估

赵贝贝1a, 王方博2, 马红侠2, 于鸿达2, 刘立芳1b, 齐小刚1a   

  1. 1. 西安电子科技大学 a. 数学与统计学院; b. 计算机科学与技术学院, 西安 710071;2. 中国航空工业集团 沈阳飞机设计研究所, 沈阳 110034
  • 收稿日期:2024-01-29 出版日期:2025-04-08 发布日期:2025-04-10
  • 通讯作者: 王方博(1984— ), 女, 黑龙江五常人, 中国航空工业集团高级工程师, 北京航空航天大学博士研究生, 主要从事无人协同与体系建模研究, (Tel)86-18640065191(E-mail)fbwang@ 126. com。 E-mail:fbwang@ 126. com。
  • 作者简介:赵贝贝(1997— ), 女, 河南驻马店人, 西安电子科技大学硕士研究生, 主要从事复杂系统建模与仿真研究, (Tel)86-18202949786(E-mail)2292807087@ qq. com
  • 基金资助:
    国家自然科学基金资助项目(62373291; 62372354)

Evaluation of Air Combat Effectiveness Based on System Dynamics

ZHAO Beibei1a, WANG Fangbo2, MA Hongxia2, YU Hongda2, LIU Lifang1b, QI Xiaogang1a   

  1. 1a. School of Mathematics and Statistics; 1b. School of Computer Science and Technology, Xidian University, Xi'an 710071, China;2. Shenyang Aircraft Design and Research Institute, Aviation Industry Corporation of China, Shenyang 110034, China
  • Received:2024-01-29 Online:2025-04-08 Published:2025-04-10

摘要: 针对无人机集群空战效能评估准确性不高的问题, 提出一种基于系统动力学( SD: System Dynamics)的空战效能评估方法。以红方编队执行侦察打击任务为背景, 分析无人机空战系统内部各因素之间的相互作用关系, 建立因果关系模型和存量流量模型。基于作战效果、战斗效率和作战代价 3 个方面构建作战效能评估指标: 任务完成度、战斗效率和作战损失率。同时对空战系统的影响因素和不同装备方案下的作战效能进行研究, 最后通过仿真验证所提方法的可行性和有效性, 结果表明该方法较好地解决了评估过程中出现的复杂性和不确定性问题。

关键词: 无人机, 系统动力学, 作战效能评估, 兰彻斯特方程, 灵敏度分析

Abstract: Air combat is an intense, complex, and continuous process, filled with many influencing factors,complex interactions, and uncertainties. Aiming at the problem of low accuracy of UAV ( Unmanned Aerial Vehicle) cluster air combat effectiveness assessment, a method based on System Dynamics is proposed. The interactions between various factors is analyzed in the UAV air combat system during a reconnaissance and strike mission carried out by the red formation. A causal relationship model and a stock flow model are established.The evaluation indicators of combat effectiveness are constructed based on three aspects: combat effect, combat
efficiency, and combat cost. These indicators include mission completion, combat efficiency, and combat loss rate. Then, the influencing factors of the air combat system and the combat effectiveness under different equipment schemes are studied. finally the feasibility and effectiveness of the proposed method are verified through simulation, which solves the complexity and uncertainty problems arising in the assessment process.

Key words: unmanned aerial vehicle ( UAV ), system dynamics, operational effectiveness evaluation, lanchester equation, sensitivity analysis

中图分类号: 

  • TP391. 9