基于水位水平的运河系统的最佳水分分配模型
Ke Zhou1,2, Yu Fan3,4, Zhanyi Gao1,2
1State Key Laboratory of Simulation and Regulation of Water Cycle in River Basin, China Institute of Water Resources and Hydropower Research, Beijing, 100038, China.
Scientific reports
|April 10, 2025
概括
这项研究引入了改进的运河水分配模型,优先考虑高层运河水位,以实现高效灌. 这种方法优化了为作物生长提供水的方法,提高了灌区管理.
科学领域:
- 农业工程 农业工程
- 水资源管理 水资源管理
- 优化算法 优化算法
背景情况:
- 传统的运河水分配模型依赖于流量,忽视了关键的水位动态.
- 有效的灌需要将供水与作物生长需求相匹配.
- 准确的水分配对于农业生产力和资源管理至关重要.
研究的目的:
- 为旋转灌系统开发一个最佳的水分配模型.
- 将上层运河水位纳入水分分配战略.
- 为了比较不同通道水平的基于组和随机分布模型.
主要方法:
- 开发了用于旋转灌的最佳水分配模型.
- 建立了一个轮流灌的组模型.
- 使用非主导排序遗传算法II (NSGA-II) 进行模型优化.
- 分析了基于上层运河水位的水分分布.
主要成果:
- 拟议的模型,考虑到上层运河水位,更准确地反映了现实世界的水分配.
- 开发和解决了基于组和随机分布的模型.
- 该NSGA-II算法有效优化了水分配模型.
结论:
- 水分分配策略应考虑上层运河水位,以提高准确性.
- 开发的模型为优化各种运河系统的灌提供了宝贵的见解.
- 这项研究为更高效,更有效的灌水管理提供了基础.
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