住宅用户需求自动响应中的利他主义效应

Marilena Minou, G. Stamoulis, Thanasis G. Papaioannou
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引用次数: 1

摘要

自动化需求响应(ADR)方案通过自动化(预签约)方式减轻电力系统运行的不确定性,在缓解供需不平衡方面发挥着关键作用。通常用户被认为是完全理性的。然而,行为经济学认为,他们的决定取决于一系列个人非经济因素,比如利他主义。在这项工作中,我们拓宽了参与ADR合同的方式,用户表现出不同程度的利他主义,并有效地激励他们最终优化能源的整体使用。我们调查了利他主义对提供者提供的总激励和社会福利的影响,并确定了在这些人群中执行ADR的最佳需求减少和用户定位策略。基于真实数据和综合数据的实验,我们发现利用利他主义有利于系统的社会福利和提供者的激励成本。然而,利用利他主义者应该谨慎行事,因为给他们施加很大的权力削减,尽管产生较低的总激励,但对系统的社会福利来说可能是低效的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The effect of altruism in automated demand response for residential users
Automated demand response (ADR) programs play key role in alleviating the supply and demand imbalances by mitigating the uncertainties on power system operations in an automated (pre-contracted) way. Usually users are taken as fully rational. However, behavioural economics contend that their decisions depend on a suite of individual non-economic factors, such as altruism. In this work we broaden the ways of engaging in ADR contracts users exhibiting different degrees of altruism and motivate them effectively to ultimately optimize the overall use of energy. We investigate the impact of altruism on the total incentives to be offered by the provider and the social welfare, and identify the optimal demand reduction and user targeting strategies for performing ADR in such populations. Based on experiments with real and synthetic data, we find that exploiting altruism can be beneficial for the social welfare of the system and the incentive costs of the provider. However, leveraging altruists should be performed carefully, since saddling them with high power reductions, although yielding lower total incentives, can prove inefficient for the social welfare of the system.
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