New approach for regulation of the internal recirculation flow rate by fuzzy logic in biological wastewater treatments. (January 2022)

• Record Type: Journal Article
• Authors: Santín, I.; Vilanova, R.; Pedret, C.; Barbu, M.
• Is Part Of: ISA transactions. Volume 120(2022)
• Page Start: 167
• Page End: 189
• Publication Date: 2022-01
• Subjects: Wastewater biological treatment -- Fuzzy control -- Internal recirculation flow rate -- Benchmark simulation model no 2 -- Control strategies; Engineering instruments -- Periodicals; Engineering instruments; Periodicals; Electronic journals; 629.805
• DOI: 10.1016/j.isatra.2021.03.028
• Languages: English
• ISSNs: 0019-0578

Abstract

Abstract: The internal recirculation plays an important role on the different biological processes of wastewater treatment plants because it has a great influence on the concentration of pollutants, especially nutrients. Usually, the internal recirculation flow rate is kept fixed or manipulated by control techniques to maintain a fixed nitrate set-point in the last anoxic tank. This work proposes a new control strategy to manipulate the internal recirculation flow rate by applying a fuzzy controller. The proposed controller takes into account the effects of the internal recirculation flow rate on the inlet of the biological treatment and on the denitrification and nitrification processes with the aim of reducing violations of legally established limits of nitrogen and ammonia and also reducing operational costs. The proposed fuzzy controller is tested by simulation with the internationally known benchmark simulation model no. 2. The objective is to apply the proposed fuzzy controller in any control strategy, only replacing the manipulation of the internal recirculation flow rate, to improve the plant operation.Therefore, it has been implemented in five operation strategies from the literature, replacing their original internal recirculation flow rate control, and simulation results are compared with those of the original strategies. Results show improvements with the application of the proposed fuzzy controller of between 2.25 and 57.94% in reduction of total nitrogen limit violations, between 55.22 and 79.69% in reduction of ammonia limit violations and between 0.84 and 38.06% in cost reduction of pumping energy. Highlights: New regulation of the internal recirculation flow rate in wastewater treatments. Fuzzy logic is based on analysis of the internal recirculation effects. The proposed fuzzy controller can be applied in any operation strategy. A comparison with usual regulations have been carried out. Improvements of effluent quality and operational costs are achieved.