基于多智能体系统的社区灌溉配水研究

IF 2.1 4区 综合性期刊 Q2 MULTIDISCIPLINARY SCIENCES
Journal of the Royal Society of New Zealand Pub Date : 2022-10-17 eCollection Date: 2023-01-01 DOI:10.1080/03036758.2022.2117830
Kitti Chiewchan, Patricia Anthony, Birendra Kc, Sandhya Samarasinghe
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引用次数: 0

摘要

灌溉用水不足是新西兰坎特伯雷地区的一个普遍问题。农民可以选择申请资源许可或加入社区灌溉计划来取水。在干旱季节,水供应变得更加困难,因为农民必须遵守水务局实施的用水限制。为了解决这个问题,我们开发了一个基于代理的灌溉管理系统,农民可以用它来计算每个农场的理想作物需水量,这在缺水时期特别有用。在缺水期间,大多数农场都会缺水。然而,有些农民可能会有多余的水,可以分配给需要的人。通过这样做,水资源过剩的农民可以获得更多的利润,而那些没有足够水的农民可以购买水来减少损失。在这项工作中,我们探索了在多代理环境下如何使用基于拍卖的协商来在水资源短缺期间最大化社区内的水资源共享。我们评估了各种拍卖机制,可以用来分配多余的水。此外,我们还研究了不同主体的行为对水资源分配和社区利益的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Water distribution in community irrigation using a multi-agent system.

Insufficient water for irrigation is a common problem in the Canterbury Region of New Zealand. Farmers have the option of applying for resource consent or joining a community irrigation scheme to take water. Water supply becomes more problematic during drought seasons as farmers must adhere to water restrictions imposed by the water authority. To deal with this problem, we developed an agent-based irrigation management system that can be used by farmers to calculate the ideal crop water needs on individual farms, which is particularly useful during periods of water scarcity. During water scarcity, most farms will have shortages of water. However, it is possible that there are farmers who will have excess water that could be distributed to those who need it. By doing this, farmers with excess water can make more profit and those who do not have enough water can purchase water to reduce their losses. In this work, we explore how auction-based negotiation in a multi-agent setting can be used to maximise water sharing within a community during periods of water scarcity. We evaluate various auction mechanisms that can be used to distribute excess water. In addition, we investigate the effect of various different agents' behaviours on water distribution and community profit.

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来源期刊
Journal of the Royal Society of New Zealand
Journal of the Royal Society of New Zealand 综合性期刊-综合性期刊
CiteScore
4.60
自引率
0.00%
发文量
74
审稿时长
3 months
期刊介绍: Aims: The Journal of the Royal Society of New Zealand reflects the role of Royal Society Te Aparangi in fostering research and debate across natural sciences, social sciences, and the humanities in New Zealand/Aotearoa and the surrounding Pacific. Research published in Journal of the Royal Society of New Zealand advances scientific knowledge, informs government policy, public awareness and broader society, and is read by researchers worldwide.
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