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A Nash-Stackelberg game approach in regional energy market considering users' integrated demand response

机译:考虑用户综合需求响应的区域能源市场中的Nash-Stackelberg博弈方法

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Amid growing and progressive reform of incremental distribution business in China, the potential confrontation of the retailers and consumers has driven the necessity to study the transaction mechanism and interest equilibrium in the incremental distribution area. In this paper, a transaction mechanism among various retailers and consumers in the regional energy market is designed. And based on the characteristics of retailers and consumers, the revenue of these market participants are formulated considering consumers' satisfaction and integrated demand response (IDR). The problem is formulated as a two-leader and two-follower Nash-Stackelberg game among them, which is built with the strategy set of energy prices and consumption patterns. The proposed game is proved the existence and uniqueness of equilibrium under classical game theory, and solved by distributed algorithm through improved particle swarm optimization algorithm with constraints. Finally, an example study of the model is presented to verify the increase of revenue under the established market transaction mechanism, where the revenue of two kinds of retailers increases by 17.8% and 10.9% respectively as well as consumers' revenue increasing by 21.7% and 12.3%. In addition, sensibility analysis of the factors like compensation prices, market share of retailers and price elasticity of consumers are carried out. (C) 2019 Elsevier Ltd. All rights reserved.
机译:随着中国增量分销业务的不断发展和进步,零售商和消费者的潜在对抗促使研究增量分销领域的交易机制和利益均衡的必要性。本文设计了区域能源市场中各个零售商和消费者之间的交易机制。根据零售商和消费者的特征,考虑到消费者的满意度和综合需求响应(IDR),制定了这些市场参与者的收入。该问题被表述为其中包括两个领导者和两个跟随者的Nash-Stackelberg游戏,该游戏是根据能源价格和消费模式的策略集构建的。在经典博弈论的基础上,证明了所提出的博弈均衡的存在性和唯一性,并通过改进的具有约束条件的粒子群优化算法通过分布式算法进行求解。最后,以模型为例,验证了既有市场交易机制下收入的增长,两种零售商的收入分别增长了17.8%和10.9%,消费者的收入增长了21.7%, 12.3%。此外,还对补偿价格,零售商的市场份额和消费者的价格弹性等因素进行了敏感性分析。 (C)2019 Elsevier Ltd.保留所有权利。

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