基于智能体的分布式能源电力平衡,多视角案例研究

K. Kok, Z. Derzsi, J. Gordijn, M. Hommelberg, C. Warmer, R. Kamphuis, H. Akkermans
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引用次数: 85

摘要

分布式发电(DG)在全球电力供应中所占的比重越来越大。同时,需求响应资源潜力巨大。当在一个地理区域或能源交易商的合同组合中,这些分布式能源(DER)的数量增加时,通过共同的ICT(信息和通信技术)系统对DER的集群控制可以增加价值。由于DER的细粒度和分布式特性,这样一个系统的设计需要满足很多要求,例如可扩展性和开放性。此外,这些系统需要在多参与者环境中平衡多方利益。多代理系统,特别是基于电子市场的系统已被确定为这方面的关键技术。本文以分布式存储商业集群中的失衡减少为例,从多个角度对该系统的设计、实现和性能进行了研究。这种方法的好处是通过一个实际的分布式发电集群的现场实验结果显示的,该集群具有风力发电主导的不平衡特征。这一办法大大减少了不平衡。此外,本文还对网络商业星座进行了全面的分析,并指出了如何使用商业建模技术来评估商业理念的财务可行性。
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Agent-Based Electricity Balancing with Distributed Energy Resources,  A Multiperspective Case Study
Distributed generation (DG) of electricity is providing an increasing part of the worldwide electricity supply. At the same time, there is a big potential of demand response resources. When - in a geographical area or in the contract portfolio of an energy trader - the number of these distributed energy resources (DER) increases, clustered control of DER by common ICT (information and communication technology) systems can add value. Due to the fine-grained and distributed nature of DER, the design of such a system needs to meet heavy requirements, e.g. regarding scalability and openness. Further, these systems need to balance multiple stakes in a multi-actor environment. Multiagent systems, especially those based on electronic markets have been identified as key technologies in this respect. This paper presents a multiperspective case study of the design, implementation and performance of such a system for the business case of imbalance reduction in commercial clusters of DER. The benefits of this approach are shown by field experimental results of a real-life DER cluster with an imbalance characteristic dominated by wind electricity production. The approach resulted in substantial imbalance reductions. Further, a thorough analysis of the networked business constellation is given, together with an indication how business modelling techniques can be used to assess the financial feasibility of the business idea.
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