SysML-based compositional verification and safety analysis for safety-critical cyber-physical systems

被引:7
|
作者
Xie, Jian [1 ,2 ,3 ]
Tan, Wenan [1 ,2 ,3 ]
Yang, Zhibin [1 ,2 ,3 ]
Li, Shuming [1 ,2 ]
Xing, Linquan [1 ,2 ]
Huang, Zhiqiu [1 ,2 ,3 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Coll Comp Sci Technol, Nanjing, Peoples R China
[2] Nanjing Univ Aeronaut & Astronaut, Key Lab Safety Crit Software, Nanjing, Peoples R China
[3] Collaborat Innovat Ctr Novel Software Technol & I, Nanjing, Peoples R China
基金
中国国家自然科学基金;
关键词
Cyber-physical systems; SysML; compositional verification; safety analysis; OCRA;
D O I
10.1080/09540091.2021.2017853
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Safety-critical cyber-physical systems (SC-CPS) have the characteristics of distributed, heterogeneous, strong coupling of computing resources and physical resources. With the increased acceptance of Model-Driven Development (MDD) in the safety-critical domain, the SysML language has been broadly used. Increasing complexity results in the formal verification of the SysML models of SC-CPS often faces the so-called state-explosion problem. Moreover, safety analysis is also an important step to ensure the quality of SC-CPS. Thus, this article proposes an integrated SysML modelling and verification approach to cover specification of nominal behaviour and safety. First, an extension of SysML is presented, in which the contract information (i.e. Assume and Guarantee) is extended for SysML block diagrams and a Safety Profile is proposed to describe safety-related concepts. Second, the transformation from SysML to the compositional verification tool OCRA is given. Third, the safety analysis is achieved by translating the Safety Profile model into FTA (Fault Tree Analysis). Finally, the prototype tools including SysML2OCRA and SafetyProfile2FTA are represented, and the effectiveness of the method proposed in this paper is verified through actual industrial cases.
引用
收藏
页码:911 / 941
页数:31
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