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Fuzzy Hybrid Systems modeling with application in decision making and control

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dc.contributor.author Boutalis, Yiannis
dc.contributor.author Moor, Thomas
dc.contributor.author Schmidt, Klaus
dc.date.accessioned 2023-02-16T12:49:30Z
dc.date.available 2023-02-16T12:49:30Z
dc.date.issued 2012
dc.identifier.citation Boutalis, Yiannis; Moor, Thomas; Schmidt, Klaus (2012). "Fuzzy Hybrid Systems modeling with application in decision making and control", IS'2012 - 2012 6th IEEE International Conference Intelligent Systems, Proceedings, pp. 290-296. tr_TR
dc.identifier.isbn 9781467327824
dc.identifier.uri http://hdl.handle.net/20.500.12416/6258
dc.description.abstract Hybrid Systems are systems containing both discrete event and continuous variable components. Many recent contributions address crisp situations, where ambiguity or subjectivity in the measured data is absent. In this paper, we propose Fuzzy Hybrid Systems to account for inaccurate measurements and uncertain dynamics. We present a strategy to determine the most appropriate control actions in a sampled data setting. The proposed approach is based on three basic steps that are performed in each sampling period. First, the current discrete fuzzy state of the system is determined by a sensor evaluation. Next, the future discrete fuzzy state is predicted for the possible control actions and the best action, in respect to desired continuous states, is selected. Finally, the decision is cross-evaluated by a limited horizon prediction of the continuous system variables. The proposed method is explained and demonstrated for a variation of the a well-known two-tank scenario. tr_TR
dc.language.iso eng tr_TR
dc.relation.isversionof 10.1109/IS.2012.6335150 tr_TR
dc.rights info:eu-repo/semantics/closedAccess tr_TR
dc.title Fuzzy Hybrid Systems modeling with application in decision making and control tr_TR
dc.type conferenceObject tr_TR
dc.relation.journal IS'2012 - 2012 6th IEEE International Conference Intelligent Systems, Proceedings tr_TR
dc.identifier.startpage 290 tr_TR
dc.identifier.endpage 296 tr_TR
dc.contributor.department Çankaya Üniversitesi, Mühendislik Fakültesi, Mekatronik Mühendisliği Bölümü tr_TR


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