Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1007/s13201-023-02006-0 |
Optimal allocation model and method for parallel 'reservoir and pumping station' irrigation system under insufficient irrigation conditions | |
Wei, Cong; Ge, Hengjun; Cheng, Jilin; Zhang, Shaoqing | |
通讯作者 | Cheng, JL |
来源期刊 | APPLIED WATER SCIENCE
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ISSN | 2190-5487 |
EISSN | 2190-5495 |
出版年 | 2023 |
卷号 | 13期号:10 |
英文摘要 | The effective regulation and storage of water resources by reservoirs in arid and semi- arid areas is important for alleviating water resource shortages. In this paper, multiple irrigation reservoirs and pumping stations are evaluated, according to their special hydraulic connections and used to establish the water resources optimal allocation model of the parallel 'reservoir and pumping station' irrigation system. The mathematical model takes the maximum total income of the whole irrigation area as the objective function, the water supply and spill of the reservoir and the water replenishment of the pumping station as the decision variables, and the system water supply, agricultural water rights, reservoir operation criteria as the constraints. A new multilevel decomposition aggregation dynamic programming (MDADP) algorithm is proposed to solve the complex nonlinear model and is compared with the real-coded genetic algorithm, particle swarm optimization, cat swarm optimization and whale optimization algorithm. From the analysis of optimality and the applicability of the algorithm, MDADP was found to be more suitable than the above heuristic models for solving problems in the field of the optimal allocation of water resources. |
英文关键词 | Multi-reservoir Multi-pumping stations Joint operation Agricultural water rights Decomposition-aggregation method Dynamic programming High dimensional model |
类型 | Article |
语种 | 英语 |
开放获取类型 | gold |
收录类别 | SCI-E |
WOS记录号 | WOS:001068006300001 |
WOS关键词 | SWARM OPTIMIZATION ALGORITHM ; OPTIMAL OPERATION ; GENETIC ALGORITHM ; PROGRAMMING-MODEL ; MANAGEMENT ; DERIVATION |
WOS类目 | Water Resources |
WOS研究方向 | Water Resources |
资源类型 | 期刊论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/395405 |
推荐引用方式 GB/T 7714 | Wei, Cong,Ge, Hengjun,Cheng, Jilin,et al. Optimal allocation model and method for parallel 'reservoir and pumping station' irrigation system under insufficient irrigation conditions[J],2023,13(10). |
APA | Wei, Cong,Ge, Hengjun,Cheng, Jilin,&Zhang, Shaoqing.(2023).Optimal allocation model and method for parallel 'reservoir and pumping station' irrigation system under insufficient irrigation conditions.APPLIED WATER SCIENCE,13(10). |
MLA | Wei, Cong,et al."Optimal allocation model and method for parallel 'reservoir and pumping station' irrigation system under insufficient irrigation conditions".APPLIED WATER SCIENCE 13.10(2023). |
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