TY - JOUR
T1 - Applying variable dissolved oxygen set point in a two level hierarchical control structure to a wastewater treatment process
AU - Santín, I.
AU - Pedret, C.
AU - Vilanova, R.
PY - 2015/1/1
Y1 - 2015/1/1
N2 - © 2015 Elsevier Ltd. All rights reserved. This paper presents a two-level hierarchical control structure for biological wastewater treatment plants, with the goal of improving effluent quality and reducing operational costs. The Benchmark Simulation Model No. 1 is used as working scenario. The hierarchical structure allows to adjust the dissolved oxygen in the fifth tank (SO,5) according with the working conditions, instead of keeping it in a fixed value. Model Predictive Control (MPC) with inlet flow rate feedforward control (MPC + FF) is proposed for the lower level to control nitrate nitrogen concentration of the second tank and SO,5. MPC, Affine Function and fuzzy controller are tested for the higher level to adjust the SO,5 set point of the lower level based on the ammonium and ammonia nitrogen concentration in the fifth tank. Modifying the tuning parameters of the higher level, a tuning region is determined, in which the effluent quality and operational costs are simultaneously improved.
AB - © 2015 Elsevier Ltd. All rights reserved. This paper presents a two-level hierarchical control structure for biological wastewater treatment plants, with the goal of improving effluent quality and reducing operational costs. The Benchmark Simulation Model No. 1 is used as working scenario. The hierarchical structure allows to adjust the dissolved oxygen in the fifth tank (SO,5) according with the working conditions, instead of keeping it in a fixed value. Model Predictive Control (MPC) with inlet flow rate feedforward control (MPC + FF) is proposed for the lower level to control nitrate nitrogen concentration of the second tank and SO,5. MPC, Affine Function and fuzzy controller are tested for the higher level to adjust the SO,5 set point of the lower level based on the ammonium and ammonia nitrogen concentration in the fifth tank. Modifying the tuning parameters of the higher level, a tuning region is determined, in which the effluent quality and operational costs are simultaneously improved.
KW - BSM1 benchmark
KW - Fuzzy control
KW - Hierarchical control
KW - Model predictive control
KW - Wastewater treatment process
UR - https://www.scopus.com/pages/publications/84924660897
U2 - 10.1016/j.jprocont.2015.02.005
DO - 10.1016/j.jprocont.2015.02.005
M3 - Article
SN - 0959-1524
VL - 28
SP - 40
EP - 55
JO - Journal of Process Control
JF - Journal of Process Control
ER -