TY - JOUR
T1 - New Considerations for a Reservoir Capacity Optimizer That Accounts for Failure Risks
AU - Celeste, Alcigeimes B.
AU - Cai, Ximing
AU - Ponnambalam, Kumaraswamy
AU - Zhao, Qiankun
N1 - Funding Information:
The corresponding author acknowledges the Fulbright Commission for granting him a Fulbright Visiting Professor award for a research stay at the Ven Te Chow Hydrosystems Laboratory, University of Illinois at Urbana-Champaign (United States).
Publisher Copyright:
© 2020 American Society of Civil Engineers.
PY - 2020/5/1
Y1 - 2020/5/1
N2 - In this technical note, new considerations and modifications are introduced to a recent design optimization model, developed by the first author, that is able to find the optimal active capacity for a water supply reservoir admitting a predefined minimum number of failure periods, a maximum failure magnitude, or both. It is shown that this model actually finds the best capacity to implement; however, to keep failure indexes within accept limits, the reservoir should also be operated optimally. A simulation-optimization approach is then formulated to find the best capacity even if the reservoir is to be operated by the standard operation policy (SOP), as in typical design procedures that take failure probabilities into account. Applications of both current and modified strategies are carried out and their results compared and commented on.
AB - In this technical note, new considerations and modifications are introduced to a recent design optimization model, developed by the first author, that is able to find the optimal active capacity for a water supply reservoir admitting a predefined minimum number of failure periods, a maximum failure magnitude, or both. It is shown that this model actually finds the best capacity to implement; however, to keep failure indexes within accept limits, the reservoir should also be operated optimally. A simulation-optimization approach is then formulated to find the best capacity even if the reservoir is to be operated by the standard operation policy (SOP), as in typical design procedures that take failure probabilities into account. Applications of both current and modified strategies are carried out and their results compared and commented on.
KW - Optimization
KW - Reliability
KW - Reservoir design
KW - Vulnerability
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U2 - 10.1061/(ASCE)WR.1943-5452.0001199
DO - 10.1061/(ASCE)WR.1943-5452.0001199
M3 - Article
AN - SCOPUS:85081133220
SN - 0733-9496
VL - 146
JO - Journal of Water Resources Planning and Management
JF - Journal of Water Resources Planning and Management
IS - 5
M1 - 06020003
ER -