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.accessioned2024-08-04T20:57:27Z
dc.date.available2024-08-04T20:57:27Z
dc.date.issued2016
dc.departmentİnönü Üniversitesien_US
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.en_US
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/11616/102634
dc.identifier.volume25en_US
dc.identifier.wosWOS:000379797800040en_US
dc.identifier.wosqualityQ4en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.language.isoenen_US
dc.publisherParlar Scientific Publications (P S P)en_US
dc.relation.ispartofFresenius Environmental Bulletinen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
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 PROCESSen_US
dc.typeArticleen_US

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