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	Home Energy Management with PSO in Smart Grid
	Zhou, Yimin; Chen, Yanfeng; Xu, Guoqing; Zhang, Qi; Krundel, Ludovic
	2014
会议名称	2014 IEEE 23rd International Symposium on Industrial Electronics, ISIE 2014
会议地点	土耳其
英文摘要	In this paper, a real-time optimal appliance usage strategy is proposed based on binary particle swarm algorithm, participated by both energy suppliers and end users. Under the multi end-users and time-of-use electricity prices circumstances, the total electricity bills can be generated with different appliance usage pattern: random, single optimal objective and double optimal objectives, resulting in different load curves. Considering the characteristics of the appliances and living habits, the appliances are classified into three categories. Matlab is used as the simulation tool to perform the experiments to prove that the load shifting, energy saving and energy supply efficiency enhancement can be achieved with multi-objectives with particle swarm optimization.
收录类别	EI
语种	英语
内容类型	会议论文
源URL	[http://ir.siat.ac.cn:8080/handle/172644/5553]
专题	深圳先进技术研究院_集成所
作者单位	2014
推荐引用方式 GB/T 7714	Zhou, Yimin,Chen, Yanfeng,Xu, Guoqing,et al. Home Energy Management with PSO in Smart Grid[C]. 见:2014 IEEE 23rd International Symposium on Industrial Electronics, ISIE 2014. 土耳其.

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