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Comparison of Cost Allocation Strategies among Prosumers and Consumers in a Cooperative Game

机译:合作博弈中生产者和消费者之间成本分配策略的比较

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As the higher penetration of distributed generation (DG) and electrical energy storage (EES) is emerging, end-users are taking a more active role in the power grid. With an increased amount of DG and EES available, opportunities for cooperation in the operation of power exchange arises. In cooperative game theory, for all players in a game cooperate under joint benefits. Preliminary studies show such cooperation among prosumers and consumers provides reduced annual electricity cost compared to independent operation. Focusing on cost allocation among end-users equipped with rooftop PV and batteries, we want to evaluate two solution concepts from game theory; the nucleolus and the Shapley value. By changing parameters that increase the value of the battery system in terms of reduced cost, this paper aims to examine whether the deviation between the cost allocations proposed by the methods increases as the value of the battery system is changed. The simulated case is based on data from private residences in Norway. Results from our case show that both nucleolus and Shapley provide stable cost allocations under minor deviations. However, results also imply that the deviation between the methods increases with an increased battery system value.
机译:随着分布式发电(DG)和电能存储(EES)的更高普及率,最终用户在电网中扮演着更加积极的角色。随着可用的DG和EES数量的增加,出现了在电力交换操作中进行合作的机会。在合作游戏理论中,游戏中的所有玩家在共同利益下进行合作。初步研究表明,与独立运营相比,生产者和消费者之间的这种合作减少了每年的电力成本。我们着眼于在配备屋顶光伏和电池的最终用户之间进行成本分配,我们希望从博弈论中评估两个解决方案概念;核仁和Shapley值。通过改变降低成本的参数来增加电池系统的价值,本文旨在研究方法提出的成本分配之间的偏差是否随着电池系统价值的变化而增加。模拟案例基于挪威私人住宅的数据。从我们的案例中得出的结果表明,核仁和Shapley都能在较小的偏差下提供稳定的成本分配。但是,结果还暗示,方法之间的偏差会随着电池系统值的增加而增加。

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