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Bottom-up energy supply optimization of a national building stock

机译:全国建筑物的自下而上的能源供应优化

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摘要

The installation and operation distributed energy resources (DER) and the electrification of the heat supply significantly changes the interaction of the residential building stock with the grid infrastructure. Evaluating the mass deployment of DER at the national level would require analyzing millions of individual buildings, entailing significant computational burden.To overcome this, this work proposes a novel bottom-up model that consists of an aggregation algorithm to create a spatially distributed set of typical residential buildings from census data. Each typical building is then optimized with a Mixed-Integer Linear Program to derive its cost optimal technology adoption and operation, determining its changing grid load in future scenarios.The model is validated for Germany, with 200 typical buildings considered to sufficiently represent the diversity of the residential building stock. In a future scenario for 2050, photovoltaic and heat pumps are predicted to be the most economically and ecologically robust supply solutions for the different building types. Nevertheless, their electricity generation and demand temporally do not match, resulting in a doubling of the peak electricity grid load in the rural areas during the winter. The urban areas can compensate this with efficient co-generation units, which are not cost-efficient in the rural areas. (C) 2019 Elsevier B.V. All rights reserved.
机译:安装和操作分布式能源(DER)和供热的电气化显着改变了住宅建筑物与电网基础架构的相互作用。评估国家一级的大规模部署需要分析数百万个个别建筑物,这意味着克服了重要的计算负担。这项工作提出了一种新颖的自下而上模型,包括创建空间分布式典型集的聚合算法来自人口普查数据的住宅建筑物。然后通过混合整数线性程序优化每个典型建筑物,以导出其成本最佳技术采用和操作,确定其在未来情景中的变化电压负荷。德国验证了模型,认为200个典型建筑物被认为足够代表多样性住宅楼库存。在2050年的未来情景中,预计光伏和热泵是不同建筑类型的最经济和生态的强大供应解决方案。尽管如此,它们的发电和需求暂时不匹配,导致冬季农村地区的峰值电网负荷加倍。城市地区可以通过高效的同一单位弥补这一目标,在农村地区并不具有成本效益。 (c)2019 Elsevier B.v.保留所有权利。

著录项

  • 来源
    《Energy and Buildings》 |2020年第2期|109667.1-109667.18|共18页
  • 作者单位

    Forschungszentrum Julich Inst Technoecon Syst Anal IEK 3 Wilhelm Johnen Str D-52428 Julich Germany|Univ Calif Berkeley Lawrence Berkeley Natl Lab 1 Cyclotron Rd Berkeley CA 94720 USA;

    Forschungszentrum Julich Inst Technoecon Syst Anal IEK 3 Wilhelm Johnen Str D-52428 Julich Germany;

    Forschungszentrum Julich Inst Technoecon Syst Anal IEK 3 Wilhelm Johnen Str D-52428 Julich Germany;

    Univ Calif Berkeley Lawrence Berkeley Natl Lab 1 Cyclotron Rd Berkeley CA 94720 USA;

    Forschungszentrum Julich Inst Technoecon Syst Anal IEK 3 Wilhelm Johnen Str D-52428 Julich Germany;

    Univ Calif Berkeley Lawrence Berkeley Natl Lab 1 Cyclotron Rd Berkeley CA 94720 USA;

    Forschungszentrum Julich Inst Technoecon Syst Anal IEK 3 Wilhelm Johnen Str D-52428 Julich Germany|Forschungszentrum Julich Inst Electrochem Proc Engn IEK 3 RWTH Aachen Univ Chair Fuel Cells Wilhelm Johnen Str D-52428 Julich Germany;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Energy systems; Typical buildings; Mixed Integer Linear Programming (MILP); Zero Energy Buildings (ZEB); Building stock; Aggregation;

    机译:能量系统;典型的建筑;混合整数线性规划(MILP);零能量建筑(Zeb);建筑物;聚集;

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