Fuzzy Universal Model Approximator for Distributed Solar Collector Field Control

Handle URI:
http://hdl.handle.net/10754/331930
Title:
Fuzzy Universal Model Approximator for Distributed Solar Collector Field Control
Authors:
Elmetennani, Shahrazed ( 0000-0001-7608-8713 ) ; Laleg-Kirati, Taous-Meriem ( 0000-0001-5944-0121 )
Abstract:
This paper deals with the control of concentrating parabolic solar collectors by forcing the outlet oil temperature to track a set reference. A fuzzy universal approximate model is introduced in order to accurately reproduce the behavior of the system dynamics. The proposed model is a low order state space representation derived from the partial differential equation describing the oil temperature evolution using fuzzy transform theory. The resulting set of ordinary differential equations simplifies the system analysis and the control law design and is suitable for real time control implementation. Simulation results show good performance of the proposed model.
KAUST Department:
Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division
Publisher:
Institute of Electrical and Electronics Engineers (IEEE)
Journal:
2014 UKACC International Conference on Control (CONTROL)
Conference/Event name:
UKACC 10th International Conference on Control (CONTROL 2014)
Issue Date:
Jul-2014
DOI:
10.1109/CONTROL.2014.6915140
Type:
Conference Paper
Sponsors:
King Abdullah University of Science and Technology
Appears in Collections:
Conference Papers; Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division

Full metadata record

DC FieldValue Language
dc.contributor.authorElmetennani, Shahrazeden
dc.contributor.authorLaleg-Kirati, Taous-Meriemen
dc.date.accessioned2014-09-29T06:22:52Zen
dc.date.available2014-09-29T06:22:52Zen
dc.date.issued2014-07en
dc.identifier.doi10.1109/CONTROL.2014.6915140en
dc.identifier.urihttp://hdl.handle.net/10754/331930en
dc.description.abstractThis paper deals with the control of concentrating parabolic solar collectors by forcing the outlet oil temperature to track a set reference. A fuzzy universal approximate model is introduced in order to accurately reproduce the behavior of the system dynamics. The proposed model is a low order state space representation derived from the partial differential equation describing the oil temperature evolution using fuzzy transform theory. The resulting set of ordinary differential equations simplifies the system analysis and the control law design and is suitable for real time control implementation. Simulation results show good performance of the proposed model.en
dc.description.sponsorshipKing Abdullah University of Science and Technologyen
dc.language.isoenen
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)en
dc.subjectFuzzy transformen
dc.subjectLyapunov controlen
dc.subjectConcentrated solar collectorsen
dc.subjectSolar energyen
dc.subjectSpatially distributed systemsen
dc.subjectDistributed solar collectorsen
dc.titleFuzzy Universal Model Approximator for Distributed Solar Collector Field Controlen
dc.typeConference Paperen
dc.contributor.departmentComputer, Electrical and Mathematical Sciences and Engineering (CEMSE) Divisionen
dc.identifier.journal2014 UKACC International Conference on Control (CONTROL)en
dc.conference.date9th - 11th July 2014en
dc.conference.nameUKACC 10th International Conference on Control (CONTROL 2014)en
dc.conference.locationLoughborough, U.K.en
dc.eprint.versionPre-printen
kaust.authorElmetennani, Shahrazeden
kaust.authorLaleg-Kirati, Taous-Meriemen
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