https://www.mdu.se/

mdu.sePublications
System disruptions
We are currently experiencing disruptions on the search portals due to high traffic. We are working to resolve the issue, you may temporarily encounter an error message.
Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
SIMPPAAL: A Framework for Statistical Model Checking of Industrial Simulink Models
Mälardalen University.
Volvo Cars, Gothenburg, Sweden.
Mälardalen University, School of Innovation, Design and Engineering, Embedded Systems.ORCID iD: 0000-0003-2870-2680
Nokia, Kfar Sava, Israel.
Show others and affiliations
2025 (English)In: Lecture Notes in Computer Science, Springer Science+Business Media B.V., 2025, p. 220-246Conference paper, Published paper (Refereed)
Abstract [en]

The evolution of automotive systems has been rapid. Nowadays, electronic brains control dozens of functions in vehicles, like braking, cruising, etc. Model-based design approaches, in environments such as MATLAB Simulink, seem to help in addressing the ever-increasing need to enhance quality, and manage complexity, by supporting functional design from predefined block libraries, which can be simulated and analyzed for hidden errors, but also used for code generation. For this reason, providing assurance that Simulink models fulfill given functional and timing requirements is desirable. In this paper, we propose formal syntax and semantics of Simulink blocks and their composition, and introduce the tool SIMPPAAL that automates a previously introduced pattern-based, execution-order preserving transformation of Simulink atomic and composite blocks into stochastic timed automata. The resulting model can then be analyzed formally with UPPAAL Statistical Model Checker. We validate the approach on an industrial prototype called the Brake-by-Wire system. This work enables the formal analysis of industrial Simulink models, by automatically generating their semantic counterpart.

Place, publisher, year, edition, pages
Springer Science+Business Media B.V., 2025. p. 220-246
Series
Lecture Notes in Computer Science, ISSN 0302-9743 ; 15221 LNCS
Keywords [en]
MATLAB, Model checking, Stochastic control systems, Automotive Systems, Block libraries, Brain controls, Electronic brains, Functional design, MATLAB/ SIMULINK, Model-based design approaches, Simulink, Simulink models, Statistical model checking, Stochastic systems
National Category
Computer Systems
Identifiers
URN: urn:nbn:se:mdh:diva-69177DOI: 10.1007/978-3-031-75380-0_13ISI: 001419014500013Scopus ID: 2-s2.0-85208558018ISBN: 9783031753794 (print)OAI: oai:DiVA.org:mdh-69177DiVA, id: diva2:1914679
Conference
12th International Symposium on Leveraging Applications of Formal Methods, Verification and Validation, ISoLA 2024, Crete, Greece, 27-31 October, 2024
Available from: 2024-11-20 Created: 2024-11-20 Last updated: 2025-03-12Bibliographically approved

Open Access in DiVA

No full text in DiVA

Other links

Publisher's full textScopus

Authority records

Filipovikj, PredragSeceleanu, Cristina

Search in DiVA

By author/editor
Filipovikj, PredragSeceleanu, Cristina
By organisation
Mälardalen UniversityEmbedded Systems
Computer Systems

Search outside of DiVA

GoogleGoogle Scholar

doi
isbn
urn-nbn

Altmetric score

doi
isbn
urn-nbn
Total: 57 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf