CASIA OpenIR  > 复杂系统管理与控制国家重点实验室  > 智能化团队
Optimal Home Energy Management Under Dynamic Electrical and Thermal Constraints
De Angelis, Francesco1; Boaro, Matteo1; Fuselli, Danilo1; Squartini, Stefano1; Piazza, Francesco1; Wei, Qinglai2
Source PublicationIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
2013-08-01
Volume9Issue:3Pages:1518-1527
SubtypeArticle
AbstractThe 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.
KeywordDynamic Residential Scenarios Energy And Task Scheduling Mixed-integer Linear Programming (Milp) Optimal Home Energy Management Smart Grid Thermal Comfort
WOS HeadingsScience & Technology ; Technology
WOS KeywordPARTICLE SWARM OPTIMIZATION ; SUSTAINABLE ENERGY ; SMART ; SYSTEMS ; OPPORTUNITIES ; TECHNOLOGIES ; CHALLENGES ; FUTURE ; WIND
Indexed BySCI
Language英语
WOS Research AreaAutomation & Control Systems ; Computer Science ; Engineering
WOS SubjectAutomation & Control Systems ; Computer Science, Interdisciplinary Applications ; Engineering, Industrial
WOS IDWOS:000323569900032
Citation statistics
Cited Times:135[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/3838
Collection复杂系统管理与控制国家重点实验室_智能化团队
Affiliation1.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
Recommended Citation
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.
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