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Updated: Jul 5, 2026

A Novel Bioreactor for High Density Cultivation of Diverse Microbial Communities
Published on: December 25, 2015
Two-stage robust control of substrate concentration for an activated sludge process.
F N Koumboulis1, N D Kouvakas, R E King
1Department of Automation, Halkis Institute of Technology, Psahna Evias, Halkis, Greece. koumboulis@teihal.gr
A novel two-stage robust control scheme enhances Activated Sludge Process (ASP) performance. This method accurately controls effluent substrate concentration without direct measurement, improving wastewater treatment efficiency.
Area of Science:
- Environmental Engineering
- Process Control
- Wastewater Treatment
Background:
- Activated Sludge Process (ASP) is crucial for wastewater treatment.
- Controlling substrate and dissolved oxygen concentrations in ASP is complex.
- Existing control methods may lack robustness and accuracy.
Purpose of the Study:
- To propose a two-stage robust control scheme for ASP.
- To improve substrate concentration tracking and dissolved oxygen stability.
- To develop a controller that does not require effluent substrate measurement.
Main Methods:
- Development of a linearized generic model for ASP.
- Design of a two-stage control strategy: a dynamic controller followed by a PID controller.
- Extensive simulation experiments on a nonlinear ASP model.
Main Results:
- An accurate, linearized generic model of the ASP was derived.
- The proposed robust controller accurately tracks effluent substrate concentration.
- Simultaneous attenuation of dissolved oxygen fluctuations was achieved.
- Effective control was demonstrated across a wide range of inputs and disturbances.
Conclusions:
- The two-stage robust control scheme significantly enhances ASP performance.
- The derived ASP model provides a reliable basis for control design.
- The controller's ability to operate without effluent substrate measurements is a key advancement.
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