COMPARISON OF CONTROL STRATEGIES FOR DISSOLVED OXYGEN CONCENTRATION IN ACTIVATED SLUDGE PROCESS

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dc.authoridGoz, Eda / 0000-0002-3111-9042
dc.authoridYuceer, Mehmet / 0000-0002-2648-3931
dc.authorwosidGoz, Eda / AAH-3388-2020
dc.authorwosidYuceer, Mehmet / E-5110-2012
dc.contributor.authorAkyurek, Evrim
dc.contributor.authorKaradurmus, Erdal
dc.contributor.authorYuceer, Mehmet
dc.contributor.authorGoz, Eda
dc.contributor.authorAtasoy, Ilknur
dc.contributor.authorBerber, Ridvan
dc.date.accessioned2021-11-01T14:58:20Z
dc.date.available2021-11-01T14:58:20Z
dc.date.issued2016
dc.department[Belirlenecek]
dc.description.abstractDifferent control algorithms were compared and tested for activated sludge wastewater treatment process. Proportional-integral-derivative control (PID), Model Predictive Control (MPC) with linear model, MPC with non-linear model, Nonlinear Autoregressive-Moving Average (NARMA-L2) control, Neural Network Model Predictive Control (NN-MPC) and optimal control with Sequential Quadratic Programming (SQP) algorithm were evaluated via simulation of activated sludge model. Controlled and manipulated variables were selected as dissolved oxygen level and aeration rate, respectively. Rise time, overshoot, Integral Absolute Error (IAE) and Integral Square Error (ISE) were calculated for each controller. It was concluded that NARMA-L2 controller and optimal control with SQP would outperform the other control strategies.
dc.identifier.endpage2112en_US
dc.identifier.issn1018-4619
dc.identifier.issn1610-2304
dc.identifier.issue6en_US
dc.identifier.startpage2099en_US
dc.identifier.urihttps://hdl.handle.net/11491/6600
dc.identifier.volume25en_US
dc.identifier.wosWOS:000379797800040
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.institutionauthor[Belirlenecek]
dc.language.isoen
dc.publisherParlar Scientific Publications (P S P)
dc.relation.ispartofFresenius Environmental Bulletin
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectWaste water treatment planten_US
dc.subjectASM modelen_US
dc.subjectcontrol studiesen_US
dc.titleCOMPARISON OF CONTROL STRATEGIES FOR DISSOLVED OXYGEN CONCENTRATION IN ACTIVATED SLUDGE PROCESS
dc.typeArticle

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