Home Energy Management with PSO in Smart Grid
文献类型：会议论文
| 作者 | Zhou, Yimin; Chen, Yanfeng; Xu, Guoqing; Zhang, Qi; Krundel, Ludovic |
| 出版日期 | 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 |
| 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. |
入库方式： OAI收割
来源：深圳先进技术研究院
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