Integrated modelling and simulation method of hybrid systems based on X language

IF 2.5 Q2 ENGINEERING, INDUSTRIAL IET Collaborative Intelligent Manufacturing Pub Date : 2024-12-02 DOI:10.1049/cim2.70006
Kunyu Xie, Lin Zhang, Xiaohan Wang, Kunyu Wang, Yingjie Li
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Abstract

Model-based systems engineering is now leading the way in supporting the design of complex products or systems. The integration of modelling and simulation of continuous-discrete hybrid systems is the key of model-based systems engineering. But the existing languages, formalisms and tools cannot support the unified modelling and simulation of hybrid systems and therefore reduces the efficiency of complex system development. To address this issue, this paper develops a design method of complex hybrid systems, which integrates modelling and simulation of the continuous-discrete hybrid behaviour. Specifically, the authors provided a modelling method of hybrid systems based on the X language, a simulation method based on XDEVS, and a compilation algorithm to transform the hybrid model constructed with X language into XDEVS simulation files. In this way, the X language hybrid model can be automatically translated into XDEVS simulation files by a compiler. The simulation files can then be simulated by the XDEVS simulation engine. The obtained simulation results will be used to verify whether the design scheme meets the design requirements of the hybrid system. Finally, the correctness and feasibility of the proposed method are verified using a car-driving model.

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基于X语言的混合动力系统综合建模与仿真方法
基于模型的系统工程现在在支持复杂产品或系统的设计方面处于领先地位。连续离散混合系统的建模与仿真集成是基于模型的系统工程的关键。但是现有的语言、形式和工具不能支持混合系统的统一建模和仿真,从而降低了复杂系统开发的效率。为了解决这一问题,本文提出了一种复杂混合系统的设计方法,该方法将连续-离散混合行为的建模与仿真相结合。具体而言,提出了一种基于X语言的混合系统建模方法,一种基于XDEVS的仿真方法,以及一种将X语言构建的混合模型转换为XDEVS仿真文件的编译算法。这样,X语言混合模型就可以被编译器自动转换成XDEVS仿真文件。然后可以使用XDEVS仿真引擎对仿真文件进行仿真。所获得的仿真结果将用于验证设计方案是否满足混合动力系统的设计要求。最后,通过汽车驾驶模型验证了所提方法的正确性和可行性。
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来源期刊
IET Collaborative Intelligent Manufacturing
IET Collaborative Intelligent Manufacturing Engineering-Industrial and Manufacturing Engineering
CiteScore
9.10
自引率
2.40%
发文量
25
审稿时长
20 weeks
期刊介绍: IET Collaborative Intelligent Manufacturing is a Gold Open Access journal that focuses on the development of efficient and adaptive production and distribution systems. It aims to meet the ever-changing market demands by publishing original research on methodologies and techniques for the application of intelligence, data science, and emerging information and communication technologies in various aspects of manufacturing, such as design, modeling, simulation, planning, and optimization of products, processes, production, and assembly. The journal is indexed in COMPENDEX (Elsevier), Directory of Open Access Journals (DOAJ), Emerging Sources Citation Index (Clarivate Analytics), INSPEC (IET), SCOPUS (Elsevier) and Web of Science (Clarivate Analytics).
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