气候变化领域集成服务门户(CCPortal): Adaptation to extreme weather events using pre-conditioning: a model-based testing of novel resilience algorithms on a residential case study

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DOI	10.1080/19401493.2024.2307636
	Adaptation to extreme weather events using pre-conditioning: a model-based testing of novel resilience algorithms on a residential case study
	Rostami, Milad; Bucking, Scott
发表日期	2024
ISSN	1940-1493
EISSN	1940-1507
英文摘要	Climate change increases the frequency and intensity of extreme weather events that can be a prominent cause of power outages in North America. These events may cause buildings to experience outages for hours to days, endangering occupant well-being. Although typical adaptive strategies can offer assistance, they often demand substantial initial investments. Thus, due to the need for low-cost solutions, this paper evaluates the efficacy of the proposed pre-heating/cooling algorithm using smart thermostats. The ongoing research employs automated energy modelling through Python scripting to streamline the energy model upgrade process and the EnergyPlus Energy Management System (EMS) algorithm to incorporate pre-conditioning features during grid outages. The results indicated an average 18% improvement in peak intensity and 9% in overall performance during extreme events. Also, it offers the potential for future studies to employ this methodology in assessing the effects of other low-cost strategies for adapting to grid disruptions.
英文关键词	Thermal resilience; climate change; power outage; pre-heating; pre-cooling
语种	英语
WOS研究方向	Construction & Building Technology
WOS类目	Construction & Building Technology
WOS记录号	WOS:001152058100001
来源期刊	JOURNAL OF BUILDING PERFORMANCE SIMULATION
文献类型	期刊论文
条目标识符	http://gcip.llas.ac.cn/handle/2XKMVOVA/308060
作者单位	Carleton University
推荐引用方式 GB/T 7714	Rostami, Milad,Bucking, Scott. Adaptation to extreme weather events using pre-conditioning: a model-based testing of novel resilience algorithms on a residential case study[J],2024.
APA	Rostami, Milad,&Bucking, Scott.(2024).Adaptation to extreme weather events using pre-conditioning: a model-based testing of novel resilience algorithms on a residential case study.JOURNAL OF BUILDING PERFORMANCE SIMULATION.
MLA	Rostami, Milad,et al."Adaptation to extreme weather events using pre-conditioning: a model-based testing of novel resilience algorithms on a residential case study".JOURNAL OF BUILDING PERFORMANCE SIMULATION (2024).