一种系统信息和数据减少的家用热泵灵活性估计方法的应用

Christian Baumann , Peter Kepplinger
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引用次数: 0

摘要

激活热泵灵活性是一种可行的解决方案,可以通过需求侧管理措施支持电网平衡,并满足灵活性选项的需求。聚合器作为生产消费者、分销系统运营商和平衡责任方之间的接口,由于数据隐私和技术限制,面临着将生产消费者信息转换为聚合可用灵活性以实现交易的挑战。因此,文献中缺乏一种通用、适用且被广泛接受的热泵灵活性估计方法,该方法结合了减少的传感器和系统信息、系统和需求相关行为。在本文中,我们改编并扩展了文献中的一种方法,通过结合领域知识来克服传感器和系统信息的减少。我们应用了五个真实世界热泵系统的数据,区分了运行模式,估计了每个热泵系统的功率和能量灵活性,验证了该方法的可转移性,并汇总了可用的灵活性,以展示一个小型HP池作为概念验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Application of a flexibility estimation method for domestic heat pumps with reduced system information and data

Activation of heat pump flexibilities is a viable solution to support balancing the grid via Demand Side Management measures and fulfill the need for flexibility options. Aggregators as interface between prosumers, distribution system operators and balance responsible parties face the challenge due to data privacy and technical restrictions to transform prosumer information into aggregated available flexibility to enable trading thereof. Thereby, literature lacks a generic, applicable and widely accepted flexibility estimation method for heat pumps, which incorporates reduced sensor and system information, system- and demand-dependent behaviour. In this paper, we adapt and extend a method from literature, by incorporating domain knowledge to overcome reduced sensor and system information. We apply data of five real-world heat pump systems, distinguish operation modes, estimate power and energy flexibility of each single heat pump system, proof transferability of the method, and aggregate the flexibilities available to showcase a small HP pool as a proof of concept.

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