Optimal Home Energy Management Under Dynamic Electrical and Thermal Constraints

CASIA OpenIR > 多模态人工智能系统全国重点实验室 > 复杂系统智能机理与平行控制团队

	Optimal Home Energy Management Under Dynamic Electrical and Thermal Constraints
	De Angelis, Francesco 1; Boaro, Matteo 1; Fuselli, Danilo 1; Squartini, Stefano 1; Piazza, Francesco 1; Wei, Qinglai2
发表期刊	IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
	2013-08-01
卷号	9 期号:3 页码:1518-1527
文章类型	Article
摘要	The optimization of energy consumption, with consequent costs reduction, is one of the main challenges in present and future smart grids. Of course, this has to occur keeping the living comfort for the end-user unchanged. In this work, an approach based on the mixed-integer linear programming paradigm, which is able to provide an optimal solution in terms of tasks power consumption and management of renewable resources, is developed. The proposed algorithm yields an optimal task scheduling under dynamic electrical constraints, while simultaneously ensuring the thermal comfort according to the user needs. On purpose, a suitable thermal model based on heat-pump usage has been considered in the framework. Some computer simulations using real data have been performed, and obtained results confirm the efficiency and robustness of the algorithm, also in terms of achievable cost savings.
关键词	Dynamic Residential Scenarios Energy And Task Scheduling Mixed-integer Linear Programming (Milp) Optimal Home Energy Management Smart Grid Thermal Comfort
WOS标题词	Science & Technology ; Technology
关键词[WOS]	PARTICLE SWARM OPTIMIZATION ; SUSTAINABLE ENERGY ; SMART ; SYSTEMS ; OPPORTUNITIES ; TECHNOLOGIES ; CHALLENGES ; FUTURE ; WIND
收录类别	SCI
语种	英语
WOS研究方向	Automation & Control Systems ; Computer Science ; Engineering
WOS类目	Automation & Control Systems ; Computer Science, Interdisciplinary Applications ; Engineering, Industrial
WOS记录号	WOS:000323569900032
引用统计	被引频次：187[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/3838
专题	多模态人工智能系统全国重点实验室_复杂系统智能机理与平行控制团队
作者单位	1.Univ Politecn Marche, Dipartimento Ingn Informaz, I-60131 Ancona, Italy 2.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	De Angelis, Francesco,Boaro, Matteo,Fuselli, Danilo,et al. Optimal Home Energy Management Under Dynamic Electrical and Thermal Constraints[J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS,2013,9(3):1518-1527.
APA	De Angelis, Francesco,Boaro, Matteo,Fuselli, Danilo,Squartini, Stefano,Piazza, Francesco,&Wei, Qinglai.(2013).Optimal Home Energy Management Under Dynamic Electrical and Thermal Constraints.IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS,9(3),1518-1527.
MLA	De Angelis, Francesco,et al."Optimal Home Energy Management Under Dynamic Electrical and Thermal Constraints".IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 9.3(2013):1518-1527.