摘要
建模与仿真服务化是提升用户体验,支撑按需访问建模与仿真能力的有效手段.本文首先从建模与仿真服务的访问、开发以及运行与管理三个层面对建模与仿真服务化的概念进行辨析;并从服务的分类、抽象层级、基本元素和状态四个角度对建模与仿真服务的特征进行阐述.然后从基于网页的仿真、基于面向服务架构(Service oriented architecture,SOA)的仿真系统开发和服务化基础设施三个维度对建模与仿真服务化的发展历程进行梳理.在此基础之上,分析了基于云的建模与仿真服务化的构建原则、基本架构和应用模式,并从访问、开发以及运行与管理三个层面给出建模与仿真服务化相关的支撑技术.最后,从理论体系、关键技术和新兴技术三个方面给出进一步发展建模与仿真服务化的建议.
ion levels,constituent elements and states of services.Then,the development and evolution of modeling and simulation servitization is summarized from three aspects,namely web-based simulation,SOA(service oriented architecture)-based simulation development as well as operation and management of simulation on service-oriented infrastructure.On this basis,the construction principle,basic architecture and application mode of cloud-based modeling and simulation servitization are analyzed,and the supporting technologies related to modeling and simulation servitization are given from the views of application,development and operation and management.Finally,suggestions for further development of M&S servitization are given from three aspects:Theoretical systems,key technologies and emerging technologies.
作者
张淼
许凯
彭勇
尹全军
ZHANG Miao;XU Kai;PENG Yong;YIN Quan-Jun(College of Systems Engineering,National University of Defense Technology,Changsha 410073)
出处
《自动化学报》
EI
CAS
CSCD
北大核心
2023年第8期1601-1620,共20页
Acta Automatica Sinica
基金
国家自然科学基金(62103420)资助。
关键词
仿真服务
建模与仿真
云仿真
面向服务架构
建模仿真即服务
Simulation service
modeling and simulation
cloud simulation
service oriented architecture(SOA)
modeling and simulation as a service(MSaaS)