通过智能建筑能源管理实现需求灵活性和成本节约潜力:美国住宅空间供暖的机遇

IF 13 Q1 ENERGY & FUELS Advances in Applied Energy Pub Date : 2024-03-06 DOI:10.1016/j.adapen.2024.100171
Shiyu Yang , H. Oliver Gao , Fengqi You
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引用次数: 0

摘要

利用需求侧灵活性资源(如建筑物)是解决电网运行和基础设施相关挑战的一项关键且具有成本效益的战略,电网正在通过高可再生能源渗透率实现深度脱碳。然而,通过新兴的建筑能源管理解决方案(即智能控制和相变材料(PCM)蓄热),美国各地的住宅空间供暖(可观的需求方灵活性资源)的需求灵活性机会和经济效益尚未得到充分了解。在本文中,我们通过对美国高供暖需求地区的 20 个城市地区进行连续五年、时间分辨率为 5 分钟的详细建筑级模拟,系统地评估了住宅空间供暖的需求灵活性和成本节约/收入潜力。结果表明,PCM 储热与智能控制之间存在高度协同效应,可为美国住宅空间供暖带来巨大的需求灵活性潜力(达到 98.5% 的峰值负荷转移)和电力成本节约/收入潜力(达到 338.3% 的电力成本削减)。通过实现这样的性能,在 50% 的测试城市地区,采用智能控制和 PCM 储热在经济上是可行的。研究结果表明,在电价波动较大的情况下,美国住宅空间供暖的需求灵活性和成本节约/收益潜力会进一步提高。与被动式 PCM 储热相比,主动式 PCM 储热的能源效率较低,但能源灵活性要高得多。根据研究结果,提出了在住宅空间供暖中整合 PCM 储热和智能控制系统的建议。
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Demand flexibility and cost-saving potentials via smart building energy management: Opportunities in residential space heating across the US

Leveraging demand-side flexibility resources (e.g., buildings) is a crucial and cost-effective strategy for addressing the operational and infrastructure-related challenges in power grids pursuing deep decarbonization with high renewable energy penetration. However, the demand flexibility opportunities and financial benefits for residential space heating, which are sizeable demand-side flexibility resources, through emerging building energy management solutions (i.e., smart control and phased change material (PCM) thermal storage) across the US are not fully understood. In this paper, we systematically assess the demand flexibility and cost-saving/revenue potentials in residential space heating through detailed building-level simulations for five consecutive years at a 5-min temporal resolution in 20 metro areas across the high-heating-demand regions of the US. The results show a high degree of synergy between PCM thermal storage and smart control, which enables substantial demand flexibility potential, reaching 98.5% of peak load shifting, and electricity cost-saving/revenue potential, reaching 338.3% of electricity cost reductions, for residential space heating in the US. By achieving such performance, adopting smart control and PCM thermal storage is financially viable in 50% of the tested metro areas. The results reveal that the demand flexibility and cost-saving/revenue potentials of residential space heating in the US are further enhanced by higher volatilities in electricity prices. Active PCM thermal storage has lower energy efficiency but much higher energy flexibility than passive PCM thermal storage. Based on the findings, recommendations for integrating PCM thermal storage and smart control systems within residential space heating are provided.

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来源期刊
Advances in Applied Energy
Advances in Applied Energy Energy-General Energy
CiteScore
23.90
自引率
0.00%
发文量
36
审稿时长
21 days
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