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An Integrated Simulation-Optimization Approach for Dynamic Design of the Urban Wastewater Collection Systems

Cilt: 34 Sayı: 1 1 Ocak 2023
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An Integrated Simulation-Optimization Approach for Dynamic Design of the Urban Wastewater Collection Systems

Öz

In this study, a simulation-optimization approach is proposed for dynamic design of the urban wastewater collection systems. The proposed approach consists of the mutual integration of the Storm Water Management Model (SWMM), developed by the U.S. Environmental Protection Agency (US-EPA) and the heuristic Harmony Search (HS) optimization approach. Unlike the previous approaches developed to solve wastewater collection system design problems, the proposed approach simulates the hydraulic flow process by considering unsteady state flow conditions based on the dynamic wave model. The objective of the HS-based optimization model is to determine the pipe slopes so that the total system cost is minimized. After determining the pipe slopes, the corresponding pipe diameters were determined by developing an internal solution approach. All the physical and managerial constraints that should be considered during the search process have been considered by means of the penalty function approach. The applicability of the proposed approach was evaluated by solving two example problems. Identified results indicated that the proposed approach can effectively solve the dynamic design problems of the wastewater collection systems.

Anahtar Kelimeler

Kaynakça

  1. Tan, E., Sadak, D., Ayvaz, M. T. Kanalizasyon Sistemlerinin Diferansiyel Evrim Algoritması Kullanılarak Optimum Tasarımı. Teknik Dergi, 31, 5, 10229-10250, 2020 (In Turkish).
  2. Afshar, M. H., Rebirthing Genetic Algorithm for Storm Sewer Network Design. Scientica Iranica Transactions A: Civil Engineering, 19, 1, 11-19, 2012.
  3. Mays, L. W., Wenzel, H. G., Optimal Design of Multilevel Branching Sewer Systems. Water Resources Research, 12, 5, 913-917, 1976.
  4. Robinson, D. K., Labadie, J. W., Optimal Design of Urban Storm Water Drainage System. Int. Symposium on Urban Hydrology, Hydraulics and Sediment Control, University of Kentucky, Lexington, KY, USA, 145-156, 1981.
  5. Kulkarin, V. S., Khanna, P., Pumped Wastewater Collection Systems Optimization. Jorunal of Environmental Engineering, 111, 5, 589-601, 1985.
  6. Li, G., Matthew, R. G. S., New Approach for Optimization of Urban Drainage Systems. Journal of Environmental Engineering, 116, 5, 927-944, 1990.
  7. Elimam, A. A., Charalambous, C., Ghobrial, F. H., Optimum Design of Large Sewer Networks. Journal of Environmental Engineering, 115, 6, 1171-1190, 1989.
  8. Swamee, P. K., Sharma, A. K., Optimal Design of A Sewer Line Using Linear Programming. Applied Mathematical Modelling, 37, 4430-4439, 2012.

Ayrıntılar

Birincil Dil

İngilizce

Konular

İnşaat Mühendisliği

Bölüm

Araştırma Makalesi

Yayımlanma Tarihi

1 Ocak 2023

Gönderilme Tarihi

29 Mart 2022

Kabul Tarihi

10 Ekim 2022

Yayımlandığı Sayı

Yıl 2023 Cilt: 34 Sayı: 1

Kaynak Göster

APA
Gholami, A., Durgut, P. G., & Ayvaz, M. T. (2023). An Integrated Simulation-Optimization Approach for Dynamic Design of the Urban Wastewater Collection Systems. Turkish Journal of Civil Engineering, 34(1), 105-134. https://doi.org/10.18400/tjce.1209180
AMA
1.Gholami A, Durgut PG, Ayvaz MT. An Integrated Simulation-Optimization Approach for Dynamic Design of the Urban Wastewater Collection Systems. tjce. 2023;34(1):105-134. doi:10.18400/tjce.1209180
Chicago
Gholami, Abbas, Pınar Gökçe Durgut, ve M. Tamer Ayvaz. 2023. “An Integrated Simulation-Optimization Approach for Dynamic Design of the Urban Wastewater Collection Systems”. Turkish Journal of Civil Engineering 34 (1): 105-34. https://doi.org/10.18400/tjce.1209180.
EndNote
Gholami A, Durgut PG, Ayvaz MT (01 Ocak 2023) An Integrated Simulation-Optimization Approach for Dynamic Design of the Urban Wastewater Collection Systems. Turkish Journal of Civil Engineering 34 1 105–134.
IEEE
[1]A. Gholami, P. G. Durgut, ve M. T. Ayvaz, “An Integrated Simulation-Optimization Approach for Dynamic Design of the Urban Wastewater Collection Systems”, tjce, c. 34, sy 1, ss. 105–134, Oca. 2023, doi: 10.18400/tjce.1209180.
ISNAD
Gholami, Abbas - Durgut, Pınar Gökçe - Ayvaz, M. Tamer. “An Integrated Simulation-Optimization Approach for Dynamic Design of the Urban Wastewater Collection Systems”. Turkish Journal of Civil Engineering 34/1 (01 Ocak 2023): 105-134. https://doi.org/10.18400/tjce.1209180.
JAMA
1.Gholami A, Durgut PG, Ayvaz MT. An Integrated Simulation-Optimization Approach for Dynamic Design of the Urban Wastewater Collection Systems. tjce. 2023;34:105–134.
MLA
Gholami, Abbas, vd. “An Integrated Simulation-Optimization Approach for Dynamic Design of the Urban Wastewater Collection Systems”. Turkish Journal of Civil Engineering, c. 34, sy 1, Ocak 2023, ss. 105-34, doi:10.18400/tjce.1209180.
Vancouver
1.Abbas Gholami, Pınar Gökçe Durgut, M. Tamer Ayvaz. An Integrated Simulation-Optimization Approach for Dynamic Design of the Urban Wastewater Collection Systems. tjce. 01 Ocak 2023;34(1):105-34. doi:10.18400/tjce.1209180