Safety verification utilizing model-based development for safety critical cyber-physical systems

Ishigooka, T. and Saissi, H. and Piper, T. and Winter, S. and Suri, Neeraj (2017) Safety verification utilizing model-based development for safety critical cyber-physical systems. Journal of Information Processing Systems, 25. pp. 797-810. ISSN 0387-5806

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Abstract

The application of cyber-physical systems (CPSs) in safety-critical application domain requires rigorous verification of their functional correctness and safety-relevant properties. We propose a practical verification process which enables to conduct safety verification of safety critical CPSs. The verification process consists of (a) a system model construction method, which generates a system model by combining software described in C and plant model code reused from model-based development, (b) a model transformation method, which transforms the plant models including differential algebraic equations (DAE) to approximate models without DAE to reduce verification complexity induced by DAE solver execution, (c) a model simplification framework, which enables the simplification of bond-graph plant models using domain-knowledge-based replacement of complex model components for further verification overhead reductions, and (d) a formal verification based on symbolic execution. We implemented the proposed methods and framework, and successfully applied the proposed verification process for safety verification of automotive brake control systems. The results of the study demonstrate that the verification detects a complex failure condition in a real-world brake control system from the generated system model and that the automated model transformations of the CPS models yield significant verification complexity reductions without impairing the ability to detect unsafe behavior. © 2017 Information Processing Society of Japan.

Item Type:
Journal Article
Journal or Publication Title:
Journal of Information Processing Systems
Uncontrolled Keywords:
/dk/atira/pure/subjectarea/asjc/1700/1710
Subjects:
ID Code:
137450
Deposited By:
Deposited On:
14 Oct 2019 14:35
Refereed?:
Yes
Published?:
Published
Last Modified:
16 Sep 2020 05:53