Comparison of conventional rule based flow control with control processes based on fuzzy logic in a combined sewer system.
While conventional rule based, real time flow control of sewer systems is in common use, control systems based on fuzzy logic have been used only rarely, but successfully. The intention of this study is to compare a conventional rule based control of a combined sewer system with a fuzzy logic control by using hydrodynamic simulation. The objective of both control strategies is to reduce the combined sewer overflow volume by an optimization of the utilized storage capacities of four combined sewer overflow tanks. The control systems affect the outflow of four combined sewer overflow tanks depending on the water levels inside the structures. Both systems use an identical rule base. The developed control systems are tested and optimized for a single storm event which affects heterogeneously hydraulic load conditions and local discharge. Finally the efficiencies of the two different control systems are compared for two more storm events. The results indicate that the conventional rule based control and the fuzzy control similarly reach the objective of the control strategy. In spite of the higher expense to design the fuzzy control system its use provides no advantages in this case.
Klepiszewski
K
K
Institute of Environmental Engineering, University of Kaiserslautern, Germany.
Schmitt
T G
TG
D002947:Cities; D003657:Decision Making; D017143:Fuzzy Logic; D011891:Rain; D014865:Waste Disposal, Fluid; D014872:Water Movements; D014881:Water Supply