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Developing a simulation model for power demand control analysis and privacy protection in Smart Grid.

机译:为智能电网中的电力需求控制分析和隐私保护开发仿真模型。

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摘要

With the growing awareness of the need for Smart Grid, various countries are taking initiatives for developing Smart Grid. However, there is limited research on utilizing Smart Grid for Power Demand Control compared to the other areas such as Smart Grid communication network or renewable energy integration. Therefore, this study attempts to help the current Outage Management System by creating a Simulator that allows an intuitive power demand control analysis. Electrical usage is simulated by taking various inputs including the number of houses, family size, work and life patterns, electrical devices, time, etc. For accurate estimate of family and life style, US census data has been used. The graphical interface allows generating the electrical usage data, then it displays both individual and aggregate usage data over time. Through the two-way communication capability of Smart Grid, the devices can be remotely and dynamically controlled by the provider to meet the power supply condition. The simulator demonstrates that substantial amount of electric power can be reduced efficiently by selective demand control over Smart Grid. Furthermore, this study explores potential privacy issues in Smart Grid and suggests data anonymization as a viable solution. Recommendations for future studies are proposed as well.
机译:随着对智能电网需求的认识不断提高,许多国家都在采取主动行动来开发智能电网。但是,与智能电网通信网络或可再生能源集成等其他领域相比,利用智能电网进行电力需求控制的研究有限。因此,本研究试图通过创建一个可以进行直观的电力需求控制分析的模拟器来帮助当前的停电管理系统。通过使用各种输入(包括房屋数量,家庭规模,工作和生活模式,电气设备,时间等)来模拟用电情况。为准确估计家庭和生活方式,已使用美国人口普查数据。图形界面允许生成用电量数据,然后随时间显示单个使用数据和汇总使用数据。通过智能电网的双向通信功能,提供商可以对设备进行远程和动态控制,以满足供电条件。该模拟器表明,通过对智能电网进行选择性需求控制,可以有效减少大量电力。此外,本研究探讨了智能电网中潜在的隐私问题,并建议将数据匿名化作为可行的解决方案。还提出了对未来研究的建议。

著录项

  • 作者

    Lee, SungChul.;

  • 作者单位

    University of Nevada, Las Vegas.;

  • 授予单位 University of Nevada, Las Vegas.;
  • 学科 Energy.;Computer Science.
  • 学位 M.S.C.S.
  • 年度 2012
  • 页码 73 p.
  • 总页数 73
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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