Using Multi-Agent Systems for Demand Response Aggregators: Analysis and Requirements for the Development

Stefan Woltmann, J. Kittel
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引用次数: 3

Abstract

Demand response is an important mechanism to support the integration of renewable energies. It helps to stabilize the power grid by controlling energy consumption and generation at strategic times. There are different demand response markets and different ways to gain access to these markets but all have one thing in common: increasing or decreasing the load of the power grid on the consumer side. In order to offer this, demand response providers must be able to offer flexibility in their energy consumption and/or generation, and also technical and market wise. Demand response providers are often accumulated in a virtual power plant and managed by demand response aggregators. These aggregators pool and manage technical units of industrial manufacturers that can provide energy flexibility and establish the connection to the demand response markets. The management of these loads is a complex task with great optimization potential. This distributed system is subject to various technical and organizational requirements, depending on the market the provider supplies. The current technical implementation has open potential for a more automated and flexible structure. The idea for a multi-agent system for virtual power plants of demand response aggregators to combine the different demand response mechanisms, to automate and optimize underlying processes and transforming them into an expandable generic architecture is proposed in this paper. It shows the requirements of the demand response markets in Germany and the implementation via aggregators. The requirements for such a multi-agent system are listed and further considerations for development are made.
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在需求响应聚合器中使用多代理系统:分析和开发要求
需求响应是支持可再生能源并网的重要机制。它有助于稳定电网通过控制能源消耗和发电在战略时期。有不同的需求响应市场和进入这些市场的不同方式,但都有一个共同点:增加或减少消费者端的电网负荷。为了提供这一点,需求响应供应商必须能够在能源消耗和/或发电方面提供灵活性,并且在技术和市场方面也很明智。需求响应提供者通常聚集在虚拟电厂中,由需求响应聚合器进行管理。这些集成商汇集和管理工业制造商的技术单位,这些技术单位可以提供能源灵活性,并建立与需求响应市场的联系。这些负载的管理是一项具有巨大优化潜力的复杂任务。这种分布式系统受到各种技术和组织要求的制约,这取决于供应商供应的市场。目前的技术实现对更加自动化和灵活的结构具有开放的潜力。提出了一种基于需求响应聚合器的虚拟电厂多智能体系统的思想,将不同的需求响应机制结合起来,实现底层流程的自动化和优化,并将其转化为可扩展的通用体系结构。它显示了德国需求响应市场的需求以及通过聚合器的实施。本文列出了这种多智能体系统的需求,并对开发进行了进一步的考虑。
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