A Relational Abstraction of Structure and Behavior for Cyber-Physical System Design

被引:2
作者
Wang, Chao [1 ]
Wan, Li [1 ]
Xiong, Tifan [1 ]
Xie, Yuanlong [1 ,2 ]
Wang, Shuting [1 ,2 ]
机构
[1] Huazhong Univ Sci & Technol, Sch Mech Sci & Engn, Wuhan 430074, Peoples R China
[2] Guangdong Intelligent Robot Inst, Dongguan 523808, Peoples R China
基金
国家高技术研究发展计划(863计划); 中国博士后科学基金;
关键词
Unified modeling language; Analytical models; Semantics; Mathematical model; Cyber-physical systems; Automata; Numerical models; Formal specification; cyber-physical system; cyber-physical system modeling; system design; dynamic relational system; dynamic structure and behavior;
D O I
10.1109/ACCESS.2021.3064249
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Model-based approaches are essential for designing cyber-physical systems, which adopt the formal models to simultaneously form the specifications and enable the verification at an early stage. Aimed to model the complex structure and continuous-discrete hybrid behavior of cyber-physical systems, this paper mathematically defines a dynamic relational system so that the cyber-physical system can be regarded as dynamic relational systems in a hierarchical structure and each dynamical relational system is a triple of dynamic attributes, subsystems, and hybrid relations between attributes and subsystems. Every hybrid relation contains a tuple and a predicate to govern the system behaviors. By utilizing the dynamic relational system, a parametric abstraction is then performed to specify the design requirements and schemes. It can represent the structure and behaviors of multiple cyber-physical system design schemes in an integrated manner. With a mathematical foundation, the constructed relational models are beneficial for structural analysis and behavior verification. An implementation case of a friction-driven plate conveyor is presented to illustrate the design specification with relational models, and the connectivity analysis and behavior verifications are carried out to show the effectiveness and engineering practicability of the achieved models.
引用
收藏
页码:40388 / 40401
页数:14
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