GSTDTAP  > 资源环境科学
DOI10.1002/2017WR021291
Optimization of Large-Scale Daily Hydrothermal System Operations With Multiple Objectives
Wang, Jian1,2; Cheng, Chuntian1,3; Shen, Jianjian1; Cao, Rui1; Yeh, William W. -G.2
2018-04-01
发表期刊WATER RESOURCES RESEARCH
ISSN0043-1397
EISSN1944-7973
出版年2018
卷号54期号:4页码:2834-2850
文章类型Article
语种英语
国家Peoples R China; USA
英文摘要

This paper proposes a practical procedure for optimizing the daily operation of a large-scale hydrothermal system. The overall procedure optimizes a monthly model over a period of 1 year and a daily model over a period of up to 1 month. The outputs from the monthly model are used as inputs and boundary conditions for the daily model. The models iterate and update when new information becomes available. The monthly hydrothermal model uses nonlinear programing (NLP) to minimize fuel costs, while maximizing hydropower production. The daily model consists of a hydro model, a thermal model, and a combined hydrothermal model. The hydro model and thermal model generate the initial feasible solutions for the hydrothermal model. The two competing objectives considered in the daily hydrothermal model are minimizing fuel costs and minimizing thermal emissions. We use the constraint method to develop the trade-off curve (Pareto front) between these two objectives. We apply the proposed methodology on the Yunnan hydrothermal system in China. The system consists of 163 individual hydropower plants with an installed capacity of 48,477 MW and 11 individual thermal plants with an installed capacity of 12,400 MW. We use historical operational records to verify the correctness of the model and to test the robustness of the methodology. The results demonstrate the practicability and validity of the proposed procedure.


领域资源环境
收录类别SCI-E
WOS记录号WOS:000434186400019
WOS关键词STOCHASTIC OPTIMIZATION ; RESERVOIR-SYSTEM ; ALGORITHM ; CHINA
WOS类目Environmental Sciences ; Limnology ; Water Resources
WOS研究方向Environmental Sciences & Ecology ; Marine & Freshwater Biology ; Water Resources
引用统计
文献类型期刊论文
条目标识符http://119.78.100.173/C666/handle/2XK7JSWQ/22024
专题资源环境科学
作者单位1.Dalian Univ Technol, Inst Hydropower & Hydroinformat, Sch Hydraul Engn, Dalian, Peoples R China;
2.Univ Calif Los Angeles, Dept Civil & Environm Engn, Los Angeles, CA 90095 USA;
3.Dalian Univ Technol, Key Lab Ocean Energy Utilizat & Energy Conservat, Minist Educ, Dalian, Peoples R China
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GB/T 7714
Wang, Jian,Cheng, Chuntian,Shen, Jianjian,et al. Optimization of Large-Scale Daily Hydrothermal System Operations With Multiple Objectives[J]. WATER RESOURCES RESEARCH,2018,54(4):2834-2850.
APA Wang, Jian,Cheng, Chuntian,Shen, Jianjian,Cao, Rui,&Yeh, William W. -G..(2018).Optimization of Large-Scale Daily Hydrothermal System Operations With Multiple Objectives.WATER RESOURCES RESEARCH,54(4),2834-2850.
MLA Wang, Jian,et al."Optimization of Large-Scale Daily Hydrothermal System Operations With Multiple Objectives".WATER RESOURCES RESEARCH 54.4(2018):2834-2850.
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