干旱区生态环境知识资源中心(Arid): Extracting Optimal Rule Curve of Dam Reservoir Base on Stochastic Inflow

Arid

DOI	10.1007/s11269-022-03087-3
	Extracting Optimal Rule Curve of Dam Reservoir Base on Stochastic Inflow
	Jalilian, Ali; Heydari, Majeid; Azari, Arash; Shabanlou, Saeid
通讯作者	Heydari, M
来源期刊	WATER RESOURCES MANAGEMENT
ISSN	0920-4741
EISSN	1573-1650
出版年	2022
卷号	36 期号:6 页码:1763-1782
英文摘要	Declining rainfall, development of agricultural and industrial activities, population growth as well as Iran's location in arid and semi-arid regions of the planet have led to a shortage of water resources and a lack of supply, especially in low-water years. One of the appropriate solutions in this regard is the optimal operation of available resources as well as its storage and maintenance for critical conditions. In most deterministic optimization techniques, the optimal parameters of reservoir operation are extracted based on a certain series of inflow which cannot be generalized to other series of inflow to the reservoir. In this paper, an operation model based on the Parameterization Simulation- Optimization (PSO) method is utilized in which considering stochastic conditions of inflow, the optimal parameters of rationing are determined via the link of the reservoir simulation model to the NSGA-II multi-objective optimization algorithm. In the mentioned model, the combination of the stochastic data and part of historical data (a total of 4,800 months) are used to optimize the system and extract optimal operation rules. Moreover, to verify the developed model, the combination of the stochastic data and the remaining of historical values (a total of 372 months) are utilized. Finally, the results obtained from the model are compared with those of the standard operating policy (SOP). The result reveals that compared to the SOP, the PSO model based on parameterization of the reservoir works better in managing the allocation of demands in the dry and wet months and preventing the reservoir from emptying.
英文关键词	Stochastic operation Rule curve Parameterization simulation- optimization NSGA-II WEAP
类型	Article
语种	英语
收录类别	SCI-E
WOS记录号	WOS:000784836900001
WOS关键词	MULTIOBJECTIVE OPTIMIZATION ; GENERATION ; MANAGEMENT ; SIMULATION ; OPERATION ; ALGORITHM ; MODELS ; FLOW
WOS类目	Engineering, Civil ; Water Resources
WOS研究方向	Engineering ; Water Resources
资源类型	期刊论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/394887
推荐引用方式 GB/T 7714	Jalilian, Ali,Heydari, Majeid,Azari, Arash,et al. Extracting Optimal Rule Curve of Dam Reservoir Base on Stochastic Inflow[J],2022,36(6):1763-1782.
APA	Jalilian, Ali,Heydari, Majeid,Azari, Arash,&Shabanlou, Saeid.(2022).Extracting Optimal Rule Curve of Dam Reservoir Base on Stochastic Inflow.WATER RESOURCES MANAGEMENT,36(6),1763-1782.
MLA	Jalilian, Ali,et al."Extracting Optimal Rule Curve of Dam Reservoir Base on Stochastic Inflow".WATER RESOURCES MANAGEMENT 36.6(2022):1763-1782.