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Simulink to UPPAAL Statistical Model Checker: Analyzing Automotive Industrial Systems

Fulltext:


Authors:

Predrag Filipovikj, Nesredin Mahmud, Raluca Marinescu, Cristina Seceleanu, Oscar Ljungkrantz , Henrik Lönn

Research group:

Formal Modelling and Analysis of Embedded Systems

Publication Type:

Conference/Workshop Paper

Venue:

21st International Symposium on Formal Methods

Abstract

The advanced technology used for developing modern automotive systems increases their complexity, making their correctness assurance very tedious. To enable analysis, but also enhance understanding and communication, by simulation, engineers use MATLAB/Simulink modeling during system development. In this paper, we provide further analysis means to industrial Simulink models by proposing a pattern-based, execution-order preserving transformation of Simulink blocks into the input language of UPPAAL Statistical Model checker, that is, timed (hybrid) automata with stochastic semantics. The approach leads to being able to analyze complex Simulink models of automotive systems, and we report our experience with two vehicular systems, the Brake-by-Wire and the Adjustable Speed Limiter.

Bibtex

@inproceedings{Filipovikj4533,
author = {Predrag Filipovikj and Nesredin Mahmud and Raluca Marinescu and Cristina Seceleanu and Oscar Ljungkrantz and Henrik L{\"o}nn},
title = {Simulink to UPPAAL Statistical Model Checker: Analyzing Automotive Industrial Systems},
month = {November},
year = {2016},
booktitle = {21st International Symposium on Formal Methods},
url = {http://www.es.mdu.se/publications/4533-}
}