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Evolutionary approach to coverage testing of IEC 61499 function block applications
Computer Technologies Laboratory, ITMO University, St.-Petersburg.
Computer Technologies Laboratory, ITMO University, St.-Petersburg.
Computer Technologies Laboratory, ITMO University, St.-Petersburg.
Luleå University of Technology, Department of Computer Science, Electrical and Space Engineering, Computer Science.ORCID iD: 0000-0002-9315-9920
2015 (English)In: IEEE 13th International Conference on Industrial Informatics (INDIN), 2015: Cambridge, United Kingdom, 22-24 July 2015, Piscataway, NJ: IEEE Communications Society, 2015, p. 1213-1218, article id 7281908Conference paper, Published paper (Refereed)
Abstract [en]

The paper addresses the problem of coverage testing of industrial automation software represented in the IEC 61499 standard, one of the recent standards for distributed control system design. Contrary to model-based testing (MBT), the paper focuses on implementation coverage, not model coverage. An approach based on evolutionary algorithms is presented which generates coverage test suites for both basic and composite IEC 61499 function blocks. It employs two third-party tools, FBDK and EvoSuite. The evaluation of the approach was performed on a set of control applications for two lab-scale demonstration plants. Results show that the approach is applicable and shows good performance at least on basic function blocks. The generated tests suites helped to discover several unreachable system parts, which pinpointed errors in the systems under test

Place, publisher, year, edition, pages
Piscataway, NJ: IEEE Communications Society, 2015. p. 1213-1218, article id 7281908
National Category
Computer Sciences
Research subject
Dependable Communication and Computation Systems
Identifiers
URN: urn:nbn:se:ltu:diva-33182DOI: 10.1109/INDIN.2015.7281908Scopus ID: 2-s2.0-84949493743Local ID: 7fc04095-800e-417b-8852-a703d8f6ee2aISBN: 9781479966493 (electronic)OAI: oai:DiVA.org:ltu-33182DiVA, id: diva2:1006419
Conference
IEEE International Conference on Industrial Informatics : 22/07/2015 - 24/07/2015
Note
Validerad; 2016; Nivå 1; 20151221 (andbra)Available from: 2016-09-30 Created: 2016-09-30 Last updated: 2018-07-10Bibliographically approved

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Vyatkin, Valeriy

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CiteExportLink to record
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Citation style
  • apa
  • harvard1
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