TY - JOUR
T1 - A methodology for optimal operation of pumping stations in urban drainage systems
AU - Yazdi, J.
AU - Choi, H. S.
AU - Kim, J. H.
N1 - Funding Information:
This research was supported by the National Research Foundation of Korea (NRF) grant funded by the Korean government (MSIP) ( NRF-2013R1A2A1A01013886 ), and the Advanced Water Management Research Program (AWMP) funded by the Ministry of Land, Infrastructure, and Transport of the Korean government ( 13AWMP-B066744-01 ).
Publisher Copyright:
© 2015 International Association for Hydro-environment Engineering and Research, Asia Pacific Division
PY - 2016/6
Y1 - 2016/6
N2 - Over the past two decades, flood risks have presented a significant challenge for urban areas owing to the increased peak flows resulting from urbanization and climate change. In metropolitan areas, large-scale networks of sewer pipes and pump stations are the main facilities used to mitigate flood damage. During flooding periods, when drainage gates are closed, pumping operations play a major role in efficiently reducing flood damage. To obtain an optimal policy for these operations, a novel robust approach is presented here. In this approach, a long-term operating rule is designed by coupling a mathematical model and a new hybrid harmony search algorithm, while considering the stochastic nature of rainfall events. Application of the proposed method to a real urban drainage system showed a high efficiency in terms of flood mitigation and performance of pumps compared to the current operating rule for the pump station. Compared to the traditional approach, optimal operation decreased peak water levels by an average of 40%, without increasing the number of pump switches. Based on these results, optimizing pumping operations appear to be a practical and highly effective way to reduce flood water levels and urban inundation without making changes to the actual infrastructure of the system.
AB - Over the past two decades, flood risks have presented a significant challenge for urban areas owing to the increased peak flows resulting from urbanization and climate change. In metropolitan areas, large-scale networks of sewer pipes and pump stations are the main facilities used to mitigate flood damage. During flooding periods, when drainage gates are closed, pumping operations play a major role in efficiently reducing flood damage. To obtain an optimal policy for these operations, a novel robust approach is presented here. In this approach, a long-term operating rule is designed by coupling a mathematical model and a new hybrid harmony search algorithm, while considering the stochastic nature of rainfall events. Application of the proposed method to a real urban drainage system showed a high efficiency in terms of flood mitigation and performance of pumps compared to the current operating rule for the pump station. Compared to the traditional approach, optimal operation decreased peak water levels by an average of 40%, without increasing the number of pump switches. Based on these results, optimizing pumping operations appear to be a practical and highly effective way to reduce flood water levels and urban inundation without making changes to the actual infrastructure of the system.
KW - Harmony search
KW - Operation
KW - Optimization
KW - Pump
KW - Urban flood
UR - http://www.scopus.com/inward/record.url?scp=84951304574&partnerID=8YFLogxK
U2 - 10.1016/j.jher.2015.09.001
DO - 10.1016/j.jher.2015.09.001
M3 - Article
AN - SCOPUS:84951304574
SN - 1570-6443
VL - 11
SP - 101
EP - 112
JO - Journal of Hydro-Environment Research
JF - Journal of Hydro-Environment Research
ER -