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Automatic Design of Diagnosis Systems with Application to an Automotive Engine
Linköping University, Department of Electrical Engineering, Vehicular Systems. Linköping University, Faculty of Science & Engineering.
1999 (English)In: Control Engineering Practice, ISSN 0967-0661, E-ISSN 1873-6939, Vol. 87, no 8, 993-1005 p.Article in journal (Refereed) Published
Abstract [en]

It is highly desirable to systematize and automate the process of designing diagnosis systems. The reason is that in many applications, high diagnosis performance is required, and at the same time, the time-consuming engineering work of designing diagnosis systems must be minimized. Here, model-based diagnosis based on structured hypothesis tests is considered. Principles for evaluating diagnosis systems are developed, and a systematic and automatic design procedure is proposed. The procedure is successfully applied to the problem of designing a diagnosis system for the air-intake system of an automotive engine. The resulting diagnosis system is then experimentally validated using a real engine.

Place, publisher, year, edition, pages
1999. Vol. 87, no 8, 993-1005 p.
Keyword [en]
Non-linear Residual Generators, Diagnosis
National Category
Electrical Engineering, Electronic Engineering, Information Engineering
Identifiers
URN: urn:nbn:se:liu:diva-137252DOI: 10.1016/S0967-0661(99)00054-4OAI: oai:DiVA.org:liu-137252DiVA: diva2:1094298
Available from: 2017-05-09 Created: 2017-05-09 Last updated: 2017-05-18Bibliographically approved

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Nyberg, Mattias
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Citation style
  • apa
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