Effects of Load Forecast Deviation on the Specification of Energy Storage Systems

Q2 Engineering Designs Pub Date : 2023-09-11 DOI:10.3390/designs7050107
Alexander Emde, Lisa Märkle, Benedikt Kratzer, Felix Schnell, Lukas Baur, Alexander Sauer
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Abstract

The liberalization of the German energy market has created opportunities for end-consumers, including industrial companies, to actively participate in the electricity market. By making their energy loads more flexible, consumers can generate additional income and thus save money. Energy storage systems can be utilized to achieve the required flexibility by temporarily storing excess electrical energy in the form of heat, cold, or electricity for later use. This publication focuses on how the dimensionality of energy storage is influenced by load forecasting. The results show that inaccuracies in load forecasting lead to a direct over-dimensioning and thus, a deterioration of the economics of energy storage technologies. Using two scenario cases, it shows on the one hand how important good forecasts are and on the other hand that buffers must be included in the conceptual design in order to be able to compensate for forecast errors.
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负荷预测偏差对储能系统性能的影响
德国能源市场的自由化为包括工业企业在内的终端消费者积极参与电力市场创造了机会。通过使他们的能源负荷更加灵活,消费者可以产生额外的收入,从而节省资金。储能系统可以通过以热、冷或电的形式临时存储多余的电能以供以后使用,从而实现所需的灵活性。本出版物着重于负荷预测如何影响储能的维数。结果表明,负荷预测的不准确性会直接导致量纲过大,从而导致储能技术的经济性恶化。通过两个场景案例,它一方面显示了好的预测是多么重要,另一方面显示了缓冲必须包含在概念设计中,以便能够补偿预测错误。
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来源期刊
Designs
Designs Engineering-Engineering (miscellaneous)
CiteScore
3.90
自引率
0.00%
发文量
0
审稿时长
11 weeks
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