基于再规划和再分配算法的智能灌溉建模

R. Pereira, S. Lopes, Maria Fernanda Gentil Costa, N. Haie, F. Fontes
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引用次数: 4

摘要

开发智能灌溉系统以节约用水是当务之急。使用最优控制配方和技术,可以使用水量更密切地遵循作物的水文需求,同时考虑到当前的天气条件。在此,对作者在以前的出版物中提出的数学模型进行了改进。这个新模型结合了一些新特征,比如土壤坡度,可能包括径流造成的一定比例的水损失,如果土壤达到了场地容量,就会有一定比例的水损失。考虑到水分传感器测量的数据,采用了一种新的有效的重新规划策略,以确保满足作物的水分需求。提出了一种处理多灌溉点的新方法。如果一个灌溉点不能提供所需的水,它可以重新分配可用的水。
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Modelling of smart irrigation with replan and redistribution algorithms
It is a priority to develop intelligent irrigation systems to save water. Using optimal control formulations and techniques, one can make water consumption follow more closely the hydrological needs of the crop, taking into account current weather conditions. Here, the mathematical model presented by the authors in previous publications is improved. This new model incorporates new features like the soil slope, the possibility to include a percentage of water losses due to runoff, and a percentage of water losses if the soil is on the field capacity. A new and efficient replan strategy is applied, taking into account the data measured from moisture sensors to ensure that the hydric needs of the crop are fulfilled. A new approach to deal with multiple irrigation points is also proposed. It allows redistributing the available water if an irrigation point cannot provide the water needed.
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来源期刊
CiteScore
5.40
自引率
9.50%
发文量
59
审稿时长
20 weeks
期刊介绍: The Journal of Sustainable Development of Energy, Water and Environment Systems – JSDEWES is an international journal dedicated to the improvement and dissemination of knowledge on methods, policies and technologies for increasing the sustainability of development by de-coupling growth from natural resources and replacing them with knowledge based economy, taking into account its economic, environmental and social pillars, as well as methods for assessing and measuring sustainability of development, regarding energy, transport, water, environment and food production systems and their many combinations.
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