全部 标题 作者
关键词 摘要

OALib Journal期刊
ISSN: 2333-9721
费用:99美元

查看量下载量

相关文章

更多...

智能电网弹性响应时间业务需求的接入控制

DOI: 10.13195/j.kzyjc.2013.0438, PP. 1311-1315

Keywords: 智能电网,需求负荷控制,Markov,控制过程,策略迭代,接入控制

Full-Text   Cite this paper   Add to My Lib

Abstract:

考虑智能电网多种类型业务需求的接入控制,通过利用响应时间的弹性来平缓业务负荷的波动,使得电网运行的长期平均代价最小.针对业务需求和用户行为的随机分布特性,建立连续时间Markov控制过程的系统分析模型;结合性能势基于样本轨道的估计,提出一种基于仿真的策略迭代优化算法,有效缓解了系统大状态空间导致的维数灾问题,具有较快的收敛速度和良好的应用效果.仿真实验结果验证了所提出方法的有效性.

References

[1]  Moslehi K, Kumar R. A reliability perspective of the smart grid[J]. IEEE Trans on Smart Grid, 2010, 1(1): 57-64.
[2]  Gkatzikis L, Salonidis T, Hegde N, et al. Electricity markets meet the home through demand response[C]. Proc of the 51st IEEE Conf on Decision & Control. Maui HI, 2012: 5846-5851.
[3]  Chen S, Sinha P, Shroff N B. Scheduling heterogeneous delay tolerant tasks in smart grid with renewable energy[C]. Proc of the 51st IEEE Conf on Decision & Control. Maui HI, 2012: 1130-1135.
[4]  Rotering N, Ilic M. Optimal charge control of plug-in hybrid electric vehicles in deregulated electricity markets[J]. IEEE Trans on Power Systems, 2011, 26(3): 1021-1029.
[5]  Koutsopoulos I, Hatzi V, Tassiulas L. Optimal energy storage control policies for the smart power grid[C]. Proc of the 2011 IEEE Int Conf on Smart Grid Communications. Brussels, 2011: 475-480.
[6]  Koutsopoulos I, Tassiulas L. Optimal control policies for power demand scheduling in the smart grid[J]. IEEE J on Selected Areas in Communications, 2012, 30(6): 1049-1060.
[7]  Gungor V C, Sahin D, Kocak T. A survey on smart grid potential applications and communication requirements[J]. IEEE Trans on Industrial Informatics, 2013, 9(1): 28-42.
[8]  Puterman M L. Markov decision processes: Discrete stochastic dynamic programming[M]. New York: John Wiley & Sons, 1994: 377-385.
[9]  Cao X R. The potential structure of sample paths and performance sensitivities of Markov systems[J]. IEEE Trans on Automatic Control, 2004, 49(12): 2129-2142.

Full-Text

Contact Us

service@oalib.com

QQ:3279437679

WhatsApp +8615387084133