Adaptive stochastic and hybrid nonlinear optimization algorithms for improving the effectiveness of the biological processes at WWTP

Wastewater treatment plays an important factor in the modern world. Insufficient treatment may result in environmental pollution which can further lead to disasters and diseases. However, processes that take place inside wastewater treatment plants (WWTP) are highly complex in nature, therefore it i...

Celý popis

Uloženo v:
Podrobná bibliografie
Vydáno v:Biochemical engineering journal Ročník 193; s. 108852
Hlavní autoři: Piotrowski, Robert, Milewski, Krzysztof, Maciąg, Bartosz
Médium: Journal Article
Jazyk:angličtina
Vydáno: Elsevier B.V 01.04.2023
Témata:
Adaptive optimization
batch systems
Biological processes
chemical oxygen demand
Deterministic algorithms
Hybrid optimization
Metaheuristic algorithms
Mixed integer optimization
Nonlinear optimization
Optimal control
Poland
SBR
system optimization
total nitrogen
total phosphorus
wastewater treatment
Wastewater treatment plant
Poland
SBR
Hybrid optimization
Biological processes
Optimal control
Nonlinear optimization
Wastewater treatment plant
Mixed integer optimization
Adaptive optimization
Deterministic algorithms
Metaheuristic algorithms
ISSN:1369-703X, 1873-295X
On-line přístup:Získat plný text
Tagy: Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
Popis
Shrnutí:Wastewater treatment plays an important factor in the modern world. Insufficient treatment may result in environmental pollution which can further lead to disasters and diseases. However, processes that take place inside wastewater treatment plants (WWTP) are highly complex in nature, therefore it is difficult to design an efficient, optimal control system. The problem regarding biochemical reactions inside Sequential Batch Reactor (SBR) is analyzed in this paper and the optimization problem is defined. Next, chosen optimization methods including both deterministic and metaheuristic algorithms are carefully described. Series of simulation experiments are conducted based on a verified model of SBR from Swarzewo Wastewater Treatment Plant (WWTP) - Northern Poland. The proposed optimal control system allowed to increase the efficiency, improve the quality of outflow (reduction of Chemical Oxygen Demand (COD), total nitrogen (Ntot) and total phosphorus (Ptot)) and reduce wastewater treatment costs. •Dissolved oxygen control is very important for WWTP energy efficiency.•Hierarchical control system has been applied to the SBR and aeration system.•The optimal reference trajectory of the DO was calculated.•Simulation tests have been carried out.
Bibliografie:ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
ISSN:1369-703X
1873-295X
DOI:10.1016/j.bej.2023.108852