Nega-Watt市场中有效的激励驱动的消费削减机制

A. Anastopoulou, I. Koutsopoulos, G. Stamoulis
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引用次数: 5

摘要

在本文中,我们对Nega-Watt市场进行了建模和分析,其中公用事业运营商希望在高峰时段减少一定数量的需求负荷,以节省能源生产成本。运营商面临的问题是选择消费者以及从每个消费者那里削减需求负荷的部分。这种设置的主要新颖之处在于由于消费者不参与而产生的不确定性:即使运营商和消费者之间就减少负荷达成了先验协议,也完全取决于消费者是否消耗负荷。这个问题与其他市场不同的第二个因素是激励设计本身。操作员需要采用两个分校的动机,也就是说,为消费者提供一个奖励如果他们确实减少负载,向它们收取罚款如果他们不这样做。我们研究了运营商-消费者互动的各种实例,如通过非合作博弈的双边谈判和类似stackelberg博弈的互动。我们的研究结果揭示了消费者竞争和消费者-运营商互动对运营商和消费者预期收益的影响的有趣见解。
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Efficient incentive-driven consumption curtailment mechanisms in Nega-Watt markets
In this paper we model and analyze Nega-Watt markets, in which a utility operator wishes to curtail some amount of demand load during peak hours, in order to save energy generation costs. The problem for the operator is to select the consumers and the portions of demand load to curtail from each consumer. The major novelty in this setup stems from the arising uncertainty due to consumer non-engagement: even if an a priori agreement is reached between the operator and a consumer about the load to curtail, it is entirely up to the consumer to consume the load or not. The second element that makes the problem different from other markets is the incentive design per se. The operator needs to employ a two-branch incentive, that is, provide consumers with a reward if they actually curtail the load and charge them a fine if they do not. We study various instances of operator-consumers interaction such as bilateral negotiation through non-cooperative games and Stackelberg-game-like interactions. Our results reveal interesting insights about the impact of the arising consumer competition and the consumer-operator interaction on the expected benefits for the operator and the consumers.
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