SIA OpenIR  > 工业控制网络与系统研究室
Pricing scheme based Nash Q-learning load control in smart grids
Li X(李鑫); Qin XN(秦晓宁); Zang CZ(臧传治); Che WW(车伟伟)
作者部门工业控制网络与系统研究室
会议名称2013 25th Chinese Control and Decision Conference, CCDC 2013
会议日期May 25-27, 2013
会议地点Guiyang, China
会议录名称2013 25th Chinese Control and Decision Conference, CCDC 2013
出版者IEEE Computer Society
出版地Washington, United States
2013
页码5198-5202
收录类别EI ; CPCI(ISTP)
EI收录号20133516668955
WOS记录号WOS:000326977305050
产权排序3
ISBN号978-1-4673-5532-2
关键词Controllers Costs Electric Frequency Control Press Load Control
摘要Calls to improve customer participation as a key element of smart grids have reinvigorated interest in demand-side features such as load control for residential users. For the load control problems, a pricing scheme based Nash Q-learning load controller is proposed. It considers a game with some non-cooperative energy equipments. The energy pricing scheme is introduced to the design of the reward value in the learning process of Q-learning. Because of the uncertainties and highly time-varying, the Nash Q-learning, which is independent of mathematic model, is adopted to deal with the incomplete information for smart grid. By means of learning procedures, the proposed controller can learn to take the best actions to regulate the energy usage for equipments with the features of high comfortable for energy usage and low electric charge meanwhile. Simulation results show that the proposed load controller can promote the performance energy usage in smart grids. © 2013 IEEE.
语种英语
引用统计
文献类型会议论文
条目标识符http://ir.sia.cn/handle/173321/12429
专题工业控制网络与系统研究室
推荐引用方式
GB/T 7714
Li X,Qin XN,Zang CZ,et al. Pricing scheme based Nash Q-learning load control in smart grids[C]. Washington, United States:IEEE Computer Society,2013:5198-5202.
条目包含的文件 下载所有文件
文件名称/大小 文献类型 版本类型 开放类型 使用许可
Pricing scheme based(216KB)会议论文 开放获取CC BY-NC-SA浏览 下载
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Li X(李鑫)]的文章
[Qin XN(秦晓宁)]的文章
[Zang CZ(臧传治)]的文章
百度学术
百度学术中相似的文章
[Li X(李鑫)]的文章
[Qin XN(秦晓宁)]的文章
[Zang CZ(臧传治)]的文章
必应学术
必应学术中相似的文章
[Li X(李鑫)]的文章
[Qin XN(秦晓宁)]的文章
[Zang CZ(臧传治)]的文章
相关权益政策
暂无数据
收藏/分享
文件名: Pricing scheme based Nash Q-learning load control in smart grids.pdf
格式: Adobe PDF
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。