Optimize multi-objective transformation rules of water-sediment regulation for cascade reservoirs in the Upper Yellow River of China

被引:50
作者
Bai, Tao [1 ]
Wei, Jian [1 ]
Chang, Fi-John [2 ]
Yang, Wangwang [3 ]
Huang, Qiang [1 ]
机构
[1] Xian Univ Technol, State Key Lab Ecohydraul Northwest Arid Reg China, Jinhua Rd 5, Xian 710048, Shaanxi, Peoples R China
[2] Natl Taiwan Univ, Dept Bioenvironm Syst Engn, 1,Sec 4,Roosevelt Rd, Taipei 10617, Taiwan
[3] CCCC Tianjin Ecoenvironm Protect Design & Res Ins, Tianjin 300641, Peoples R China
基金
国家重点研发计划; 中国博士后科学基金;
关键词
Water-sediment regulation; Multi-objective optimization; Feasible Search Space-Multi-Objective Particle; Swarm Optimization (FSS-MOPSO); Transformation rules; The Upper Yellow River; PARTICLE SWARM OPTIMIZATION; CLIMATE-CHANGE; GENETIC ALGORITHMS; OPTIMAL OPERATION; REGULATION SCHEME; RESOURCES; TRANSPORT; IMPACTS; SIMULATION; GENERATION;
D O I
10.1016/j.jhydrol.2019.123987
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Frequent occurrence of flood and ice disasters caused by river channel sedimentation in the Upper Yellow River of China has seriously threatened the lives and property of downstream residents, which has become the most challenging issues in harnessing the Yellow River. In this paper, we aim at optimizing water-sediment regulation that considers two cascade reservoirs (Longyangxia and Liujiaxia) as the regulatory bodies using one multi-objective model (sediment transport and hydropower generation) and two single-objective models (sediment transport only, and hydropower generation only). We propose an innovative approach (FSS-MOPSO) that hybrids the Feasible Search Space (FSS) with the Multi-Objective Particle Swarm Optimization (MOPSO) algorithm to search the optimal solutions for the multi-objective joint operation of cascade reservoirs. We analyze the transformation rules of water-sediment regulation among five objectives (hydropower generation, sediment transport, water supply, flood control and ice control) under various optimization schemes. The results indicate that the conflict between the hydropower generation objective and the sediment transport objective is prominent. An extreme case indicates that an increase in hydropower output by 2.31 billion kWh (17.6% increase) would greatly reduce the amount of sediment transport (73.5% decrease) while only makes little effects on the other three objectives. The results demonstrate that the optimal water-sediment regulation not only can ensure to meet water demands in the future (2030) but can provide an important guideline to safely operate cascade reservoirs during ice and flood periods. The research findings contribute to the identification of the relationship among objectives and strategy recommendations on water-sediment regulation for efficient cascade reservoirs operation in the Upper Yellow River.
引用
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页数:14
相关论文
共 59 条
[1]   Reservoir Optimization in Water Resources: a Review [J].
Ahmad, Asmadi ;
El-Shafie, Ahmed ;
Razali, Siti Fatin Mohd ;
Mohamad, Zawawi Samba .
WATER RESOURCES MANAGEMENT, 2014, 28 (11) :3391-3405
[2]   Estimates of sediment trapping rates for two reservoirs in the Lake Erie watershed: Past and present scenarios [J].
Alighalehbabakhani, Fatemeh ;
Miller, Carol J. ;
Selegean, James P. ;
Barkach, John ;
Abkenar, Seyed Mohsen Sadatiyan ;
Dahl, Travis ;
Baskaran, Mark .
JOURNAL OF HYDROLOGY, 2017, 544 :147-155
[3]  
Azadeh A., 2017, J CLEANER PROD, V152
[4]   Fusing feasible search space into PSO for multi-objective cascade reservoir optimization [J].
Bai, Tao ;
Kan, Yan-bin ;
Chang, Jian-xia ;
Huang, Qiang ;
Chang, Fi-John .
APPLIED SOFT COMPUTING, 2017, 51 :328-340
[5]  
[白涛 Bai Tao], 2016, [水科学进展, Advances in Water Science], V27, P116
[6]   Synergistic gains from the multi-objective optimal operation of cascade reservoirs in the Upper Yellow River basin [J].
Bai, Tao ;
Chang, Jian-xia ;
Chang, Fi-John ;
Huang, Qiang ;
Wang, Yi-min ;
Chen, Guang-sheng .
JOURNAL OF HYDROLOGY, 2015, 523 :758-767
[7]   Use of multiobjective particle swarm optimization in water resources management [J].
Baltar, Alexandre M. ;
Fontane, Darrell G. .
JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT, 2008, 134 (03) :257-265
[8]   The role of hydropower installations for sustainable energy development in Turkey and the world [J].
Bilgili, Mehmet ;
Bilirgen, Harun ;
Ozbek, Arif ;
Ekinci, Firat ;
Demirdelen, Tugce .
RENEWABLE ENERGY, 2018, 126 :755-764
[9]   Modelling Intelligent Water Resources Allocation for Multi-users [J].
Chang, Fi-John ;
Wang, Yu-Chung ;
Tsai, Wen-Ping .
WATER RESOURCES MANAGEMENT, 2016, 30 (04) :1395-1413
[10]   Constrained genetic algorithms for optimizing multi-use reservoir operation [J].
Chang, Li-Chiu ;
Chang, Fi-John ;
Wang, Kuo-Wei ;
Dai, Shin-Yi .
JOURNAL OF HYDROLOGY, 2010, 390 (1-2) :66-74