Optimal Home Energy Management Under Dynamic Electrical and Thermal Constraints
文献类型：期刊论文
| 作者 | De Angelis, Francesco1; Boaro, Matteo1; Fuselli, Danilo1; Squartini, Stefano1; Piazza, Francesco1; Wei, Qinglai2
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| 刊名 | IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
 |
| 出版日期 | 2013-08-01 |
| 卷号 | 9期号:3页码:1518-1527 |
| 关键词 | Dynamic residential scenarios energy and task scheduling mixed-integer linear programming (MILP) optimal home energy management smart grid thermal comfort |
| 英文摘要 | 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. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Automation & Control Systems ; Computer Science, Interdisciplinary Applications ; Engineering, Industrial |
| 研究领域[WOS] | Automation & Control Systems ; Computer Science ; Engineering |
| 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记录号 | WOS:000323569900032 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/3838]  |
| 专题 | 自动化研究所_复杂系统管理与控制国家重点实验室_智能化团队 |
| 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. |
入库方式： OAI收割
来源：自动化研究所
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