Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
A REVIEW OF WASTEWATER TREATMENT PROCESS MODELING
Modeling of Wastewater Treatment Process (WWTP) has gained much attention and a lot of research has been focused toward this area. This review paper includes a detailed discussion on different aspects of wastewater treatment process modeling considering white-box and black-box modeling techniques. Initially basic model steps are discussed for the better understanding of modeling concepts. Basic Activated Sludge Models (ASM) developed by International Water Association (IWA) task group are contributing considerablyin wastewater treatment modeling. Different factors related to the model performance like model selection, model functions and model calibration are discussed in detail. The applications of ASM1, ASM2, ASM2d, ASM3, ASM3_2N, ASM3 bio-P model etc. are also studied. The white-box modeling techniques in this area are more significant. The importance of black-box models under special conditions where white-box models are not able to predict accurate results are also investigated. It was also found that use of hybrid, linearizationand Artificial Intelligence (AI) techniques in wastewater treatment modeling can be more useful for process optimization and control.
A REVIEW OF WASTEWATER TREATMENT PROCESS MODELING
Modeling of Wastewater Treatment Process (WWTP) has gained much attention and a lot of research has been focused toward this area. This review paper includes a detailed discussion on different aspects of wastewater treatment process modeling considering white-box and black-box modeling techniques. Initially basic model steps are discussed for the better understanding of modeling concepts. Basic Activated Sludge Models (ASM) developed by International Water Association (IWA) task group are contributing considerablyin wastewater treatment modeling. Different factors related to the model performance like model selection, model functions and model calibration are discussed in detail. The applications of ASM1, ASM2, ASM2d, ASM3, ASM3_2N, ASM3 bio-P model etc. are also studied. The white-box modeling techniques in this area are more significant. The importance of black-box models under special conditions where white-box models are not able to predict accurate results are also investigated. It was also found that use of hybrid, linearizationand Artificial Intelligence (AI) techniques in wastewater treatment modeling can be more useful for process optimization and control.
A REVIEW OF WASTEWATER TREATMENT PROCESS MODELING
Ejaz, Naeem (Autor:in) / Hashmi, Hashim Nisar (Autor:in) / Durrani, M.A.Q Jahangir (Autor:in) / Ghumman, Abdul Razzaq (Autor:in)
30.06.2009
JOURNAL OF ENGINEERING AND APPLIED SCIENCES; Vol 28 No 1 (2009): Journal of Engineering and Applied Sciences (JEAS) ; 2518-4571 ; 1023-862X
Aufsatz (Zeitschrift)
Elektronische Ressource
Englisch
DDC:
690
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