title: Effect of sensor location on controller performance in a wastewater treatment plant.
abstract: Complete mixing is hard to achieve in large bioreactors in wastewater treatment plants. This often leads to a non-uniform distribution of components such as dissolved oxygen and, hence, the process rates depend on them. Furthermore, when these components are used as input for a controller, the location of the sensor can potentially affect the control action. In this contribution, the effect of sensor location and the choice of setpoint on the controller performance were examined for a non-homogeneously mixed pilot bioreactor described by a compartmental model. The impacts on effluent quality and aeration cost were evaluated. It was shown that a dissolved oxygen controller with a fixed setpoint performs differently as a function of the location of the sensor. When placed in a poorly mixed location, the controller increases the aeration intensity to its maximum capacity leading to higher aeration costs. When placed just above the aerated zone, the controller decreases the aeration rate resulting in lower dissolved oxygen concentrations in the remainder of the system, compromising effluent quality. In addition to the location of the sensor, the selection of an appropriate setpoint also impacts controller behavior. This suggests that mixing behavior of bioreactors should be better quantified for proper sensor location and controller design.
authors.affiliation: Biomath, Department of Mathematical Modelling, Statistics and Bioinformatics, Coupure Links 653, Gent 9000, Belgium E-mail: usman.rehman@ugent.be.
authors.forename: U
authors.initials: U
authors.lastname: Rehman
authors.affiliation: Biomath, Department of Mathematical Modelling, Statistics and Bioinformatics, Coupure Links 653, Gent 9000, Belgium E-mail: usman.rehman@ugent.be.
authors.forename: M
authors.initials: M
authors.lastname: Vesvikar
authors.affiliation: Biomath, Department of Mathematical Modelling, Statistics and Bioinformatics, Coupure Links 653, Gent 9000, Belgium E-mail: usman.rehman@ugent.be.
authors.forename: T
authors.initials: T
authors.lastname: Maere
authors.affiliation: modelEAU, Département de Génie Civil et de Génie des Eaux, Université Laval, Québec, QC G1V 0A6, Canada.
authors.forename: L
authors.initials: L
authors.lastname: Guo
authors.affiliation: modelEAU, Département de Génie Civil et de Génie des Eaux, Université Laval, Québec, QC G1V 0A6, Canada.
authors.forename: P A
authors.initials: PA
authors.lastname: Vanrolleghem
authors.affiliation: Biomath, Department of Mathematical Modelling, Statistics and Bioinformatics, Coupure Links 653, Gent 9000, Belgium E-mail: usman.rehman@ugent.be.
authors.forename: I
authors.initials: I
authors.lastname: Nopens
mesh_terms: D019149:Bioreactors; D008962:Models, Theoretical; D010100:Oxygen / Q000032:analysis*; D014865:Waste Disposal, Fluid / Q000295:instrumentation / Q000379:methods*; D062065:Wastewater
chemical_list: D010100:Oxygen; D062065:Wastewater