• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊

计算机工程与科学 ›› 2025, Vol. 47 ›› Issue (7): 1294-1302.

• 人工智能与数据挖掘 • 上一篇    下一篇

一种基于代理模型的数字资源集成方法

王斌锋,蔡利兵,孔龙星,黄少华,韩文彬   

  1. (西北核技术研究所,陕西 西安 710024) 
  • 收稿日期:2024-10-12 修回日期:2024-11-01 出版日期:2025-07-25 发布日期:2025-08-25

A digital resource integration method based on agent model

WANG Binfeng,CAI Libing,KONG Longxing,HUANG Shaohua,HAN Wenbin   

  1. (Northwest Institute of Nuclear Technology,Xi’an 710024,China)
  • Received:2024-10-12 Revised:2024-11-01 Online:2025-07-25 Published:2025-08-25

摘要: 数字化技术正在持续赋能各个行业领域,并取得了巨大的成果效益。开发和应用数字资源是数字化赋能的关键环节,但是围绕特定目标构建仿真系统所需的多种数字资源形态不尽相同,这导致了仿真系统开发复杂度的增加和运行效率的降低。通过分析数字资源基础概念,梳理了其相关的应用需求,进而提出一种基于代理模型的数字资源集成方法,该方法在屏蔽系统内各个数字模型差异性方面具有显著优势,同时从2方面对该方法展开了具体阐述:1)基于代理模型的集成框架,该框架既支持基于代理模型的数字资源集成,也支持未采用代理模型方式数字资源的集成;2)数字资源代理模型的设计,可满足代理模型对外和对内的数据传输需求,以及不同外部接口间的数据转化,最后通过卫星轨迹实时态势显示实例系统验证了基于代理模型方式进行数字资源集成的有效性和灵活性。

关键词: 数字资源, 代理模型, 异构系统, 集成开发, 互操作

Abstract: Digital technologies continue to empower various industries and have achieved remarkable results.The development and application of digital resources are key to digital empowerment.However,diverse forms of digital resources required to build simulation systems for specific objectives vary significantly,leading to increased complexity in system development and reduced operational efficiency.This paper begins by analyzing the fundamental concepts of digital resources and summarizes their associated application requirements.Subsequently,it proposes a digital resource integration method based on agent model,which demonstrates significant advantages in mitigating the heterogeneity among different digital models within a system.The method is elaborated from two perspectives:1) An agent model-based integration framework which supports the integration of both agent model-based digital resources and those not employing agent models.2) The design of agent models for digital resources which ensures data transmission requirements between agent models (both externally and internally) and facilitates data conversion across different external interfaces.Finally,the effectiveness and flexibility of agent model-based digital resources integration are validated through a real-time satellite trajectory visualization case study.

Key words: digital resource, agent model, heterogeneous system, integrated development, inter-operation