An Agent-Based Model for Simulating Smart Grid Innovations

Philippe Schädler, H. Wache, E. Merelli
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引用次数: 1

Abstract

In order to derive indicators for the future grid and market stability, in this paper an agent-based model is introduced, to simulate various scenarios. This includes new market designs, market mixes, emerging technological inventions and new regulations. Consumers demand energy based on seasonal variations or changing prices. The suppliers' production might also depend on seasonal variations, on the local solar irradiation or its flexibility; the a bility to react to the market requests. The model introduced in this paper has been used to describe an example scenario of the year 2035, representing a market mix that includes a variety different consumers and suppliers. Eventually it shows, how the model can be applied to model various scenarios and how the resulting grids frequency, the market prices and suppliers profit can be used as indicators for the grid and market stability.
基于agent的智能电网创新仿真模型
为了得出未来电网和市场稳定性的指标,本文引入了一个基于智能体的模型来模拟各种场景。这包括新的市场设计、市场组合、新兴技术发明和新法规。消费者对能源的需求取决于季节变化或价格变化。供应商的生产也可能取决于季节变化、当地太阳辐照或其灵活性;对市场需求作出反应的能力。本文中引入的模型已用于描述2035年的示例场景,该场景代表了包括各种不同消费者和供应商的市场组合。最后,它展示了如何将该模型应用于模拟各种场景,以及如何将由此产生的电网频率、市场价格和供应商利润用作电网和市场稳定性的指标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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