On the Optimized Management of Activated Distributed Storage Systems: A Novel Approach to Flood Mitigation
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作者:
Post, Riley
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Univ Iowa, IIHR Hydrosci & Engn, 207-4 C Maxwell Stanley Hydraul Lab, Iowa City, IA 52242 USAUniv Iowa, IIHR Hydrosci & Engn, 207-4 C Maxwell Stanley Hydraul Lab, Iowa City, IA 52242 USA
Post, Riley
[1
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Quintero, Felipe
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Univ Iowa, IIHR Hydrosci & Engn, 523B Maxwell Stanley Hydraul Lab, Iowa City, IA 52242 USAUniv Iowa, IIHR Hydrosci & Engn, 207-4 C Maxwell Stanley Hydraul Lab, Iowa City, IA 52242 USA
Quintero, Felipe
[2
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Krajewski, Witold F.
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Univ Iowa, IIHR Hydrosci & Engn, 523D Maxwell Stanley Hydraul Lab, Iowa City, IA 52242 USAUniv Iowa, IIHR Hydrosci & Engn, 207-4 C Maxwell Stanley Hydraul Lab, Iowa City, IA 52242 USA
Krajewski, Witold F.
[3
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机构:
[1] Univ Iowa, IIHR Hydrosci & Engn, 207-4 C Maxwell Stanley Hydraul Lab, Iowa City, IA 52242 USA
[2] Univ Iowa, IIHR Hydrosci & Engn, 523B Maxwell Stanley Hydraul Lab, Iowa City, IA 52242 USA
[3] Univ Iowa, IIHR Hydrosci & Engn, 523D Maxwell Stanley Hydraul Lab, Iowa City, IA 52242 USA
New flood records are being set across the world as precipitation patterns change due to a warming climate. Despite the presence of longstanding water management infrastructure like levees and reservoirs, this rise in flooding has been met with property damage, loss of life, and hundreds of billions in economic impact, suggesting the need for new solutions. In this work, the authors suggest the active management of distributed networks of ponds, wetlands and retention basins that already exist across watersheds for the mitigation of flood damages. As an example of this approach, we investigate optimal control of the gated outlets of 130 such locations within a small watershed using linear programming, genetic algorithms, and particle swarm optimization, with the objective of reducing downstream flow and maximizing basin storage. When compared with passive operation (i.e., no gated outlets) and a uniformly applied active management scheme designed to store water during heavy rainfall, the optimal control techniques (1) reduce the magnitudes of peak flow events by up to 10%, (2) reduce the duration of flood crests for up to several days, and (3) preserve additional storage across the watershed for future rainfall events when compared with active management. Combined, these findings provide both a better understanding of dynamically controlled distributed storage as a flood fighting technique and a springboard for future work aimed at its use for reducing flood impacts.
机构:
Duy Tan Univ, Inst Res & Dev, Da Nang 550000, VietnamDuy Tan Univ, Inst Res & Dev, Da Nang 550000, Vietnam
Dieu Tien Bui
Phuong-Thao Thi Ngo
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Hanoi Univ Min & Geol, Fac Informat Technol, 18 Pho Vien, Hanoi, VietnamDuy Tan Univ, Inst Res & Dev, Da Nang 550000, Vietnam
Phuong-Thao Thi Ngo
Tien Dat Pham
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RIKEN, Ctr AIP, Geoinformat Unit, Chuo Ku, Mitsui Bldg,15th Floor,1-4-1 Nihonbashi, Tokyo 1030027, JapanDuy Tan Univ, Inst Res & Dev, Da Nang 550000, Vietnam
Tien Dat Pham
Jaafari, Abolfazl
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AREEO, Res Inst Forests & Rangelands, Tehran, IranDuy Tan Univ, Inst Res & Dev, Da Nang 550000, Vietnam
Jaafari, Abolfazl
Nguyen Quang Minh
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Hanoi Univ Min & Geol, Fac Geomat & Land Adm, 18 Pho Vien, Hanoi 10000, VietnamDuy Tan Univ, Inst Res & Dev, Da Nang 550000, Vietnam
Nguyen Quang Minh
Pham Viet Hoa
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Vietnam Acad Sci & Technol, Ho Chi Minh City Inst Resources Geog, Mac Dinh Chi 1,1 Dist, Ho Chi Minh City, VietnamDuy Tan Univ, Inst Res & Dev, Da Nang 550000, Vietnam
Pham Viet Hoa
Samui, Pijush
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机构:
Ton Duc Thang Univ, Geog Informat Sci Res Grp, Ho Chi Minh City, Vietnam
Ton Duc Thang Univ, Fac Environm & Labour Safety, Ho Chi Minh City, VietnamDuy Tan Univ, Inst Res & Dev, Da Nang 550000, Vietnam
机构:
North China Elect Power Univ, Sch Econ & Management, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Econ & Management, Beijing 102206, Peoples R China
Li, Genzhu
Zhang, Zhongming
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Xinjiang Power Exchange Ctr Co Ltd, Urumqi 830002, Peoples R ChinaNorth China Elect Power Univ, Sch Econ & Management, Beijing 102206, Peoples R China
Zhang, Zhongming
Li, Ji
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Guowang Xinjiang Elect Power Res Inst Co Ltd, Urumqi 830006, Peoples R ChinaNorth China Elect Power Univ, Sch Econ & Management, Beijing 102206, Peoples R China
Li, Ji
Liu, Dunnan
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North China Elect Power Univ, Sch Econ & Management, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Econ & Management, Beijing 102206, Peoples R China