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A Distribution-class Locational Marginal Price (DLMP) Index for Enhanced Distribution Systems.

机译:增强型分配系统的分配类位置边际价格(DLMP)指数。

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摘要

The smart grid initiative is the impetus behind changes that are expected to culminate into an enhanced distribution system with the communication and control infrastructure to support advanced distribution system applications and resources such as distributed generation, energy storage systems, and price responsive loads. This research proposes a distribution-class analog of the transmission LMP (DLMP) as an enabler of the advanced applications of the enhanced distribution system. The DLMP is envisioned as a control signal that can incentivize distribution system resources to behave optimally in a manner that benefits economic efficiency and system reliability and that can optimally couple the transmission and the distribution systems.;The DLMP is calculated from a two-stage optimization problem; a transmission system OPF and a distribution system OPF. An iterative framework that ensures accurate representation of the distribution system's price sensitive resources for the transmission system problem and vice versa is developed and its convergence problem is discussed. As part of the DLMP calculation framework, a DCOPF formulation that endogenously captures the effect of real power losses is discussed. The formulation uses piecewise linear functions to approximate losses. This thesis explores, with theoretical proofs, the breakdown of the loss approximation technique when non-positive DLMPs/LMPs occur and discusses a mixed integer linear programming formulation that corrects the breakdown.;The DLMP is numerically illustrated in traditional and enhanced distribution systems and its superiority to contemporary pricing mechanisms is demonstrated using price responsive loads. Results show that the impact of the inaccuracy of contemporary pricing schemes becomes significant as flexible resources increase. At high elasticity, aggregate load consumption deviated from the optimal consumption by up to about 45 percent when using a flat or time-of-use rate. Individual load consumption deviated by up to 25 percent when using a real-time price. The superiority of the DLMP is more pronounced when important distribution network conditions are not reflected by contemporary prices. The individual load consumption incentivized by the real-time price deviated by up to 90 percent from the optimal consumption in a congested distribution network. While the DLMP internalizes congestion management, the consumption incentivized by the real-time price caused overloads.
机译:智能电网计划是推动变革的动力,这些变革有望最终形成具有通信和控制基础架构的增强型配电系统,以支持先进的配电系统应用程序和资源,例如分布式发电,储能系统和价格响应负载。这项研究提出了传输LMP(DLMP)的配电级模拟,以作为增强型配电系统的高级应用的使能器。 DLMP被设想为一种控制信号,可以激励配电系统资源以最佳方式运行,从而有利于经济效益和系统可靠性,并且可以最佳地耦合传输和配电系统。DLMP是通过两阶段优化计算得出的问题;传输系统OPF和分配系统OPF。建立了一个迭代框架,该框架可以确保配电系统的价格敏感资源能够准确表示输电系统的问题,反之亦然,并讨论了其收敛问题。作为DLMP计算框架的一部分,讨论了一种DCOPF公式,该公式内生地捕获了有功功率损耗的影响。该公式使用分段线性函数来近似损失。本文利用理论证据探索了非正DLMP / LMP出现时损耗近似技术的细化,并讨论了一种纠正该细化的混合整数线性规划公式。使用价格响应负载可以证明其对当代定价机制的优越性。结果表明,随着灵活资源的增加,当代定价方案不准确的影响变得十分明显。在高弹性下,当使用固定或使用时间速率时,总负载消耗与最佳消耗之间的偏差最多约为45%。使用实时价格时,单个负载消耗最多可偏差25%。当重要的分销网络条件没有被当代价格所反映时,DLMP的优势就更加明显。实时价格激励的单个负载消耗与拥挤的配电网络中的最佳消耗相差多达90%。 DLMP内部化了拥塞管理,而实时价格激励的消费却导致了过载。

著录项

  • 作者

    Akinbode, Oluwaseyi Wemimo.;

  • 作者单位

    Arizona State University.;

  • 授予单位 Arizona State University.;
  • 学科 Electrical engineering.;Energy.
  • 学位 M.S.
  • 年度 2013
  • 页码 179 p.
  • 总页数 179
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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