Matches in SemOpenAlex for { <https://semopenalex.org/work/W2054607175> ?p ?o ?g. }
- W2054607175 endingPage "938" @default.
- W2054607175 startingPage "923" @default.
- W2054607175 abstract "Unknown nonstationary processes require modeling and control design to be done in real time using streams of data collected from the process. The purpose is to stabilize the closed-loop system under changes of the operating conditions and process parameters. This paper introduces a model-based evolving granular fuzzy control approach as a step toward the development of a general framework for online modeling and control of unknown nonstationary processes with no human intervention. An incremental learning algorithm is introduced to develop and adapt the structure and parameters of the process model and controller based on information extracted from uncertain data streams. State feedback control laws and closed-loop stability are obtained from the solution of relaxed linear matrix inequalities derived from a fuzzy Lyapunov function. Bounded control inputs are also taken into account in the control system design. We explain the role of fuzzy granular data and the use of parallel distributed compensation. Fuzzy granular computation provides a way to handle data uncertainty and facilitates incorporation of domain knowledge. Although the evolving granular approach is oriented to control systems whose dynamics is complex and unknown, for expositional clarity, we consider online modeling and stabilization of the well-known Lorenz chaos as an illustrative example." @default.
- W2054607175 created "2016-06-24" @default.
- W2054607175 creator A5006068613 @default.
- W2054607175 creator A5007802064 @default.
- W2054607175 creator A5009222136 @default.
- W2054607175 creator A5036934193 @default.
- W2054607175 date "2015-08-01" @default.
- W2054607175 modified "2023-10-03" @default.
- W2054607175 title "Evolving Granular Fuzzy Model-Based Control of Nonlinear Dynamic Systems" @default.
- W2054607175 cites W1508255035 @default.
- W2054607175 cites W1515119244 @default.
- W2054607175 cites W1967073510 @default.
- W2054607175 cites W1970104171 @default.
- W2054607175 cites W1978799464 @default.
- W2054607175 cites W1994039679 @default.
- W2054607175 cites W2004000008 @default.
- W2054607175 cites W2006159600 @default.
- W2054607175 cites W2013955970 @default.
- W2054607175 cites W2040197058 @default.
- W2054607175 cites W2047202798 @default.
- W2054607175 cites W2060091375 @default.
- W2054607175 cites W2062670490 @default.
- W2054607175 cites W2066159588 @default.
- W2054607175 cites W2079325629 @default.
- W2054607175 cites W2079509134 @default.
- W2054607175 cites W2082373725 @default.
- W2054607175 cites W2084573121 @default.
- W2054607175 cites W2088866250 @default.
- W2054607175 cites W2107577395 @default.
- W2054607175 cites W2110178402 @default.
- W2054607175 cites W2114651920 @default.
- W2054607175 cites W2115512691 @default.
- W2054607175 cites W2129616157 @default.
- W2054607175 cites W2133321814 @default.
- W2054607175 cites W2136838997 @default.
- W2054607175 cites W2139133559 @default.
- W2054607175 cites W2141394518 @default.
- W2054607175 cites W2141868325 @default.
- W2054607175 cites W2144695462 @default.
- W2054607175 cites W2148885430 @default.
- W2054607175 cites W2153587688 @default.
- W2054607175 cites W2153676086 @default.
- W2054607175 cites W2154182239 @default.
- W2054607175 cites W2156513118 @default.
- W2054607175 cites W2156661644 @default.
- W2054607175 cites W2162635690 @default.
- W2054607175 cites W2500340515 @default.
- W2054607175 cites W2536620281 @default.
- W2054607175 cites W3210839039 @default.
- W2054607175 cites W322952782 @default.
- W2054607175 cites W4213345774 @default.
- W2054607175 cites W4245586188 @default.
- W2054607175 cites W4246604800 @default.
- W2054607175 cites W4246808543 @default.
- W2054607175 cites W43637044 @default.
- W2054607175 cites W648594167 @default.
- W2054607175 cites W90286923 @default.
- W2054607175 doi "https://doi.org/10.1109/tfuzz.2014.2333774" @default.
- W2054607175 hasPublicationYear "2015" @default.
- W2054607175 type Work @default.
- W2054607175 sameAs 2054607175 @default.
- W2054607175 citedByCount "81" @default.
- W2054607175 countsByYear W20546071752015 @default.
- W2054607175 countsByYear W20546071752016 @default.
- W2054607175 countsByYear W20546071752017 @default.
- W2054607175 countsByYear W20546071752018 @default.
- W2054607175 countsByYear W20546071752019 @default.
- W2054607175 countsByYear W20546071752020 @default.
- W2054607175 countsByYear W20546071752021 @default.
- W2054607175 countsByYear W20546071752022 @default.
- W2054607175 countsByYear W20546071752023 @default.
- W2054607175 crossrefType "journal-article" @default.
- W2054607175 hasAuthorship W2054607175A5006068613 @default.
- W2054607175 hasAuthorship W2054607175A5007802064 @default.
- W2054607175 hasAuthorship W2054607175A5009222136 @default.
- W2054607175 hasAuthorship W2054607175A5036934193 @default.
- W2054607175 hasConcept C119599485 @default.
- W2054607175 hasConcept C127413603 @default.
- W2054607175 hasConcept C133731056 @default.
- W2054607175 hasConcept C154945302 @default.
- W2054607175 hasConcept C17500928 @default.
- W2054607175 hasConcept C195975749 @default.
- W2054607175 hasConcept C203479927 @default.
- W2054607175 hasConcept C2775924081 @default.
- W2054607175 hasConcept C31531917 @default.
- W2054607175 hasConcept C41008148 @default.
- W2054607175 hasConcept C47446073 @default.
- W2054607175 hasConcept C58166 @default.
- W2054607175 hasConcept C6557445 @default.
- W2054607175 hasConcept C86803240 @default.
- W2054607175 hasConceptScore W2054607175C119599485 @default.
- W2054607175 hasConceptScore W2054607175C127413603 @default.
- W2054607175 hasConceptScore W2054607175C133731056 @default.
- W2054607175 hasConceptScore W2054607175C154945302 @default.
- W2054607175 hasConceptScore W2054607175C17500928 @default.
- W2054607175 hasConceptScore W2054607175C195975749 @default.
- W2054607175 hasConceptScore W2054607175C203479927 @default.
- W2054607175 hasConceptScore W2054607175C2775924081 @default.