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DOI	10.1002/er.6991
	A new stochastic optimal smart residential energy hub management system for desert environment
	Imanloozadeh, Amir; Nazififard, Mohammad; Sadat, Seyyed Ali
通讯作者	Nazififard, M (corresponding author), Univ Kashan, Sch Mech Engn, Dept Energy Syst Engn, 6 Km Ghotbravandi Blvd, Kashan 8731753153, Iran.
来源期刊	INTERNATIONAL JOURNAL OF ENERGY RESEARCH
ISSN	0363-907X
EISSN	1099-114X
出版年	2021
英文摘要	The main purpose of this study is to develop a sustainable smart energy management system for the desert climate, which aims to reduce energy expenses, energy consumption, and greenhouse gas (GHG) emissions via finding optimum power output and smart scheduling while considering users' uncertain behaviors. Moreover, the effectiveness of five metaheuristic optimization algorithms is analyzed and reviewed for presented system, which is modeled as a multiobjective function and contains over 1000 variables. The case study is city of Kashan located at the desert area of Iran with hot and dry climate. Presented system is established based on smart residential energy hub and home energy management system. Residential loads for a modern household are appropriately categorized and modelled. Ten different uncertain scenarios for users' energy consumption are simulated within the algorithm with considering users' comfort level simultaneously. Both energy cost and users' comfort deviation for studied multi-energy system are formulated as a multiobjective function with two weighting factors. Our results present a comparison between different cases studied and the effects of uncertain power consumption on energy cost, comfort level, and computing time. Our findings indicate that the presented system with specified weighting factors is able to reduce energy expenses around 50% in different cases. Accordingly, due to a noticeable decrease in energy consumption, GHG emissions from fossil fuels are reduced remarkably considering the fact that only 1% of Iran's power supply is provided by clean energies. Results also illustrate that considering uncertainty has more effect on users' comfort level than energy cost.
英文关键词	energy hub home energy management system metaheuristic algorithms multienergy system multiobjective optimization unplanned energy consumption
类型	Article ; Early Access
语种	英语
收录类别	SCI-E
WOS记录号	WOS:000671790100001
WOS关键词	DEMAND RESPONSE PROGRAM ; OPTIMIZATION ; OPERATION ; PERFORMANCE ; BUILDINGS ; STORAGE ; POWER
WOS类目	Energy & Fuels ; Nuclear Science & Technology
WOS研究方向	Energy & Fuels ; Nuclear Science & Technology
资源类型	期刊论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/363637
作者单位	[Imanloozadeh, Amir; Nazififard, Mohammad; Sadat, Seyyed Ali] Univ Kashan, Sch Mech Engn, Dept Energy Syst Engn, 6 Km Ghotbravandi Blvd, Kashan 8731753153, Iran
推荐引用方式 GB/T 7714	Imanloozadeh, Amir,Nazififard, Mohammad,Sadat, Seyyed Ali. A new stochastic optimal smart residential energy hub management system for desert environment[J],2021.
APA	Imanloozadeh, Amir,Nazififard, Mohammad,&Sadat, Seyyed Ali.(2021).A new stochastic optimal smart residential energy hub management system for desert environment.INTERNATIONAL JOURNAL OF ENERGY RESEARCH.
MLA	Imanloozadeh, Amir,et al."A new stochastic optimal smart residential energy hub management system for desert environment".INTERNATIONAL JOURNAL OF ENERGY RESEARCH (2021).