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Open AccessFeature PaperArticle

Quantifying the Benefit of a Dynamic Performance Assessment of WWTP

1
Department of Computer Science and Automatic, University of Salamanca, 37008 Salamanca, Spain
2
Department Telecommunications and Systems Engineering, School of Engineering, Universitat Autonoma de Barcelona, 08193 Bellaterra, Spain
*
Author to whom correspondence should be addressed.
Processes 2020, 8(2), 206; https://doi.org/10.3390/pr8020206
Received: 31 December 2019 / Revised: 29 January 2020 / Accepted: 5 February 2020 / Published: 7 February 2020
(This article belongs to the Special Issue Gas, Water and Solid Waste Treatment Technology)
In this work a comprehensive analysis of the environmental impact of the operation of a wastewater treatment plant (WWTP) using different control strategies is carried out considering the dynamic evolution of some environmental indicators and average operation costs. The selected strategies are PI (proportional integral) control schemes such as dissolved oxygen control in the aerobic zone (DO control), DO control and nitrates control in the anoxic zone (DO + NO control) and regulation of ammonium control at the end of aerobic zone (Cascade SNHSP) commonly used in WWTPs to maintain the conditions that ensure the desired effluent quality in a variable influent scenario. The main novelty of the work is the integration of potential insights into environmental impact from the analysis of dynamic evolution of environmental indicators at different time scales. The consideration of annual, bimonthly and weekly temporal windows to evaluate performance indicators makes it possible to capture seasonal effects of influent disturbances and control actions on environmental costs of wastewater treatment that are unnoticed in the annual-based performance evaluation. Then, in the case of periodic events, it is possible to find solutions to improve operation by the adjustment of the control variables in specific periods of time along the operation horizon. The analysis of the annual average and dynamic profiles (weekly and bimonthly) of environmental indicators showed that ammonium-based control (Cascade SNHSP) produce the best compromise solution between environmental and operation costs compared with DO control and DO + NO control. An alternative control strategy, named SNHSP var Qcarb var, has been defined considering a sequence of changes on ammonium set-point (SNHSP) and carbon dosage (Qcarb) on different temporal windows. It is compared with DO control considering weekly and bimonthly profiles and annual average values leading to the conclusion that both strategies, Cascade SNHSP and SNHSP var Qcarb var, produce an improvement of dynamic and annual average environmental performance and operation costs, but benefits of Cascade SNHSP strategy are associated with reduction of electricity consumption and emissions to water, while SNHSP var Qcarb var strategy reduces electricity consumption, use of chemicals (reducing external carbon dosage) and operation costs.
Keywords: wastewater treatment plants; environmental costs; PID control; dynamic assessment of performance wastewater treatment plants; environmental costs; PID control; dynamic assessment of performance
MDPI and ACS Style

Revollar, S.; Meneses, M.; Vilanova, R.; Vega, P.; Francisco, M. Quantifying the Benefit of a Dynamic Performance Assessment of WWTP. Processes 2020, 8, 206.

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