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Updated: Jun 19, 2026

Mesocosm-Scale Constructed Wetland Design for Wastewater Treatment
Published on: May 2, 2025
Cost and effluent quality controllers design based on the relative gain array for a nutrient removal WWTP
Vinicius Cunha Machado1, David Gabriel, Javier Lafuente
1Departament d'Enginyeria Química, Escola d'Enginyeria, Universitat Autònoma de Barcelona, 08193 Cerdanyola del Vallès, Barcelona, Spain. vinicius.cunhamachado@gmail.com
This study designed advanced controllers for wastewater treatment plants (WWTPs), achieving significant cost savings. Implementing effluent quality and cost controllers reduced operating expenses by up to 13%.
Area of Science:
- Environmental Engineering
- Process Control
- Wastewater Treatment Technologies
Background:
- Wastewater treatment plants (WWTPs) require efficient control systems for optimal performance.
- Combined removal of organic matter, nitrogen, and phosphorus in A(2)/O configurations presents complex control challenges.
Purpose of the Study:
- To design decentralized effluent quality controllers and an automated cost controller for a simulated WWTP.
- To optimize operational costs while maintaining effluent quality standards.
Main Methods:
- Relative Gain Array (RGA) analysis was used to determine optimal pairings for control variables.
- Proportional-integral (PI) controllers were designed for ammonium, nitrate, and phosphate.
- A cost controller was developed to find the most economical setpoints for effluent quality controllers.
Main Results:
- RGA analysis facilitated the design of low-order, decentralized controllers.
- Effluent quality controllers alone reduced operating costs by 2.5% (€42,000/year).
- Combined effluent quality and cost controllers achieved a 13% cost reduction (€225,000/year).
Conclusions:
- Decentralized control strategies based on RGA are effective for WWTPs.
- Automated cost control significantly enhances economic efficiency in wastewater treatment.
- The developed control system offers substantial operational cost savings.
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