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A Toolchain for Verifying Safety Properties of Hybrid Automata via Pattern Templates

Authors :
Simone Schuler
Nikolaos Kekatos
Dejan Nickovic
Matthias Woehrle
Alexander Walsch
Goran Frehse
Jens Oehlerking
Source :
ACC
Publication Year :
2018
Publisher :
IEEE, 2018.

Abstract

In this paper, we provide a toolchain that facilitates the integration of formal verification techniques into model-based design. Applying verification tools to industrially relevant models requires three main ingredients: a formal model, a formal verification method, and a set of formal specifications. Our focus is on hybrid automata as the model and on reachability analysis as the method. Much progress has been made towards developing efficient and scalable reachability algorithms tailored to hybrid automata. However, it is not easy to encode rich formal specifications such that they can be interpreted by existing tools for reachability. Herein, we consider specifications expressed in pattern templates which are predefined properties with placeholders for state predicates. Pattern templates are close to the natural language and can be easily understood by both expert and non-expert users. We provide (i) formal definitions for selected patterns in the formalism of hybrid automata and (ii) monitors which encode the properties as the reachability of an error state. By composing these monitors with the formal model under study, the property can be checked by off-the-shelf fully automated verification tools. We illustrate the workflow on an electro-mechanical brake use case.

Details

Database :
OpenAIRE
Journal :
2018 Annual American Control Conference (ACC)
Accession number :
edsair.doi...........4f790df45195b5eeafb1d3bd0d7e01d3