Knowledge Commons of Institute of Automation,CAS
Optimal Home Energy Management Under Dynamic Electrical and Thermal Constraints | |
De Angelis, Francesco1; Boaro, Matteo1; Fuselli, Danilo1; Squartini, Stefano1; Piazza, Francesco1; 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 | |
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. |
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