系统仿真学报 ›› 2020, Vol. 32 ›› Issue (12): 2475-2484.doi: 10.16182/j.issn1004731x.joss.20-FZ0497

• 仿真模型/系统置信度评估技术 • 上一篇    下一篇

复杂仿真系统重用模型可信度评估方法

叶梓珩, 张富震, 朱耀琴, 李蔚清   

  1. 南京理工大学计算机科学与工程学院,江苏 南京 210094
  • 收稿日期:2020-03-28 修回日期:2020-07-16 出版日期:2020-12-18 发布日期:2020-12-16
  • 作者简介:叶梓珩(1995-),男,江苏,硕士,研究方向为仿真可信验证、机器学习等;张富震(1997-),男,山东,硕士生,研究方向为不确定性仿真建模。
  • 基金资助:
    国家自然科学基金(61400010205,61400010109)

Reliability Evaluation Method for Reuse Model of Complex Simulation System

Ye Ziheng, Zhang Fuzhen, Zhu Yaoqin, Li Weiqing   

  1. Nanjing University of Science and Technology,Nanjing 210094,China
  • Received:2020-03-28 Revised:2020-07-16 Online:2020-12-18 Published:2020-12-16

摘要: 在资源高度共享的今天,模型重用可增强仿真应用的灵活性和可扩展性,是复杂仿真系统构建的必然选择。然而,评估多模型组合仿真下的可信性是模型能否实现有效重用的基本问题。针对面向实物和面向数值解算两个不同应用环境的仿真模型重用,提出基于偏差传播的仿真重用模型可信度评估方法,详细介绍了各自建模方式及评估方法。以无人机复杂仿真系统为例,通过与经典可信度评估方法对比,说明了该方法可降低在重用模型可信度方面的评估难度,验证了方法的可行性。

关键词: 复杂仿真系统, 仿真重用模型, 可信度评估, 偏差传播

Abstract: Model reuse can enhance the flexibility and scalability of simulation applications,and is necessary in the construction of complex simulation systems.Assessing credibility in multi-model combination simulation is the basic question of whether the model can be effectively reused.Aiming at the two simulation model reuse,in different application environments of physical model-oriented and numerical settlement-oriented,the credibility evaluation method for simulation reuse models based on bias propagation is proposed,and the respective modeling methods and evaluation methods are introduced in detail. Taking UAV as an example,the comparison result with the classic credibility evaluation method shows that the method can reduce the difficulty of credibility evaluation and verifies the feasibility of the method.

Key words: complex simulation system, simulation reuse model, credibility evaluation, bias propagation

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