Real-time implementation of self-tuning regulator control technique for coupled tank industrial process system

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Özet

This article presents the self-tuning regulator control technique for a coupled tank liquid level system that often used in industry. An autoregressive with exogenous model has been used as the liquid process model with the self-tuning control implementation in order to track the desired tank level trajectories with disturbances and uncertainties of the system dynamics. The designed self-tuning controller has been sensitive to parameter variations of the nonlinear coupled tank system. The parameters of the proposed controller are periodically updated themselves during the process by means of online recursive least square method with the forgetting factor algorithm. In this way, the parameter variations and unwanted disturbances of the system are eliminated in real-time application. In order to demonstrate the efficiency of the self-tuning regulator control technique, the real-time studies have been executed. The obtained experimental results demonstrated that the proposed controller gives the better trajectory tracking performance and smaller magnitude in overshot and undershot than the designed classical proportional–integral and sliding mode controllers.

Anahtar Kelimeler

RDL Kalıcı Bağlantı (PID)
https://rdlopen.rawdatalibrary.net/r/bayburt/12432Resmi atıflarda kullanılan kalıcı adres
DOI
https://doi.org/10.1177/0959651818773179Yayıncı resmi DOI adresi
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11
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5
OpenAlex
10
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Tam Kayıt
AlanDeğerDil
dc.contributor.authorAyten, Kagan Koray
dc.contributor.authorDumlu, Ahmet
dc.contributor.authorKaleli, Aliriza
dc.date.accessioned2026-10-29T19:09:34.632488310Z
dc.date.available2026-10-29T19:09:34.632488310Z
dc.date.issued2018
dc.description.abstractThis article presents the self-tuning regulator control technique for a coupled tank liquid level system that often used in industry. An autoregressive with exogenous model has been used as the liquid process model with the self-tuning control implementation in order to track the desired tank level trajectories with disturbances and uncertainties of the system dynamics. The designed self-tuning controller has been sensitive to parameter variations of the nonlinear coupled tank system. The parameters of the proposed controller are periodically updated themselves during the process by means of online recursive least square method with the forgetting factor algorithm. In this way, the parameter variations and unwanted disturbances of the system are eliminated in real-time application. In order to demonstrate the efficiency of the self-tuning regulator control technique, the real-time studies have been executed. The obtained experimental results demonstrated that the proposed controller gives the better trajectory tracking performance and smaller magnitude in overshot and undershot than the designed classical proportional–integral and sliding mode controllers.
dc.identifier.doi10.1177/0959651818773179
dc.identifier.eissn2041-3041
dc.identifier.endpage1052
dc.identifier.issn0959-6518
dc.identifier.issue8
dc.identifier.scopus2-s2.0-85047439835
dc.identifier.startpage1039
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/bayburt/12432
dc.identifier.volume232
dc.identifier.wosWOS:000442562100008
dc.language.isoen
dc.publisherSAGE Publications Ltd
dc.relation.ispartofProceedings of the Institution of Mechanical Engineers. Part I: Journal of Systems and Control Engineering
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectAdaptive control
dc.subjectprocess control
dc.subjectproportional–integral controller
dc.subjectself-tuning control
dc.subjectsliding mode controller
dc.subjectsystem identification
dc.subject.classificationAutomation & Control Systems
dc.subject.otherAdaptive control systems
dc.subject.otherControllers
dc.subject.otherIdentification (control systems)
dc.subject.otherLeast squares approximations
dc.subject.otherReal time control
dc.subject.otherSliding mode control
dc.subject.otherTanks (containers)
dc.subject.otherAdaptive Control
dc.subject.otherIntegral controllers
dc.subject.otherReal-time implementations
dc.subject.otherRecursive least square methods
dc.subject.otherSelf tuning controls
dc.subject.otherSelf tuning regulators
dc.subject.otherSelf-tuning controllers
dc.subject.otherSliding mode controller
dc.subject.otherProcess control
dc.titleReal-time implementation of self-tuning regulator control technique for coupled tank industrial process system
dc.typeArticle
rdl.citation.openalex10
rdl.citation.scopus11
rdl.citation.wos5
rdl.oa.statusclosed
rdl.scopus.quartileQ3
rdl.sdgSDG09
rdl.source.indexSCOPUS
rdl.source.indexWOS
rdl.wos.indexScience Citation Index Expanded (SCI-EXPANDED)