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Optimization algorithm for home energy management system based on artificial bee colony in smart grid
Zhang YY(张延宇); Zeng P(曾鹏); Zang CZ(臧传治)
作者部门工业控制网络与系统研究室
会议名称2015 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER)
会议日期June 8-12, 2015
会议地点Shenyang, China
会议录名称2015 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER)
出版者IEEE
出版地Piscataway, NJ, USA
2015
页码734-740
收录类别EI ; CPCI(ISTP)
EI收录号20161402187634
WOS记录号WOS:000380502300140
产权排序1
ISSN号2379-7711
ISBN号978-1-4799-8730-6
关键词Smart Grid Demand Response Home Energy Management System Artificial Bee Colony Optimization Algorithm
摘要To implement demand response in residential sector and facilitate the integration of renewable resources and plug-in electric vehicles in future smart grid, this paper proposes a framework of home energy management system (HEMS) and a optimization algorithm for it based on improved artificial bee colony. The algorithm schedules the operations of schedulable home appliances according to electricity price, forecasted outdoor temperature and renewable power output, and user preferences to minimize user's electricity cost. The effectiveness of the algorithm is verified by simulations, and the electricity cost can be reduced by 47.76%.
语种英语
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文献类型会议论文
条目标识符http://ir.sia.cn/handle/173321/17679
专题工业控制网络与系统研究室
通讯作者Zhang YY(张延宇)
作者单位1.Key Lab. of Networked Control System, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China
2.School of Computer and Information Engineering, Henan University, Kaifeng, China
3.University of Chinese Academy of Sciences, Beijing, China
推荐引用方式
GB/T 7714
Zhang YY,Zeng P,Zang CZ. Optimization algorithm for home energy management system based on artificial bee colony in smart grid[C]. Piscataway, NJ, USA:IEEE,2015:734-740.
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