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THE MINIMUM COST OPTIMAL POWER FLOW PROBLEM SOLVED VIA THE RESTART HOMOTOPY CONTINUATION METHOD.

机译:通过重新启动同态连续法解决了最低成本的最优潮流问题。

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摘要

This thesis is the result of an investigation to assess the potential of the continuation method to solve the minimum cost optimal power flow problem. For this purpose, a restart homotopy continuation method algorithm is developed, which contains in essence two phases.;The solution in step (3) is used as an initial starting point in a continuation process, designed to track this solution to the optimal solution of the sub-problem defined in step (1). The tracking is accomplished via a predictor-corrector path following algorithm embodying certain special features, such that the solution accuracy can be improved to any desired degree through a flexible restart feature developed in this study. Within the tracking process only a subset (identified in step 2 above) of the whole set of controls require specific monitoring for break-points. This feature greatly reduces the computational burden. Termination of the first phase marks an operating point in which all controls are strictly feasible.;If, following the termination of the first phase, functional variables previously ignored prove to be within their respective bounds, the solution to the sub-problem becomes the solution to the complete optimal power flow problem. However, should functional variables violate their bounds the second phase of the algorithm is invoked, which in essence creates a new sub-problem by changing the roles of the control and violated dependent variables, such that the newly modified sub-problem maintains the same basic structure as its predecessor.;Phase I is invoked again at this juncture to solve the modified sub-problem. This process is repeated in cycles until the Kuhn-Tucker optimality conditions are satisfied. Simulations suggest that convergence is usually achieved within two or three Phase I/II cycles.;The pertinent steps of the first phase are as follows: (1) Create a sub-problem of the complete optimal power flow problem by relaxing boundary limits on all functional variables, namely voltages at load buses, line flows and reactive generations. (2) Parameterize a subset of the whole set of controls which comprises initially of tap-changers, phase-shifters, shunt controllers, and the voltages at generation buses. (3) Optimize the resulting problem.;This being a method unique to the minimum cost optimal power flow problem, numerous examples (up to 118 buses) have been tested and compared against the commercial code MINOS. The newly proposed algorithm appears to be faster and more reliable.
机译:本论文是评估连续方法解决最小成本最优潮流问题潜力的研究结果。为此目的,开发了一种重启同伦连续方法算法,该算法本质上包含两个阶段。;步骤(3)中的解决方案被用作延续过程的初始起点,旨在将此解决方案跟踪到最优解决方案步骤(1)中定义的子问题。通过遵循体现某些特殊功能的预测器-校正器路径的算法来完成跟踪,从而可以通过本研究开发的灵活重启功能将解决方案的精度提高到任何所需的程度。在跟踪过程中,仅整个控件集的一个子集(在上面的步骤2中标识)需要特定的断点监视。此功能大大减轻了计算负担。第一阶段的终止标志着所有控制措施都严格可行的工作点;;如果在第一阶段终止后,先前被忽略的功能变量证明在各自的范围之内,则子问题的解决方案变为解决方案完全解决最优潮流问题。但是,如果功能变量超出其范围,则将调用算法的第二阶段,实质上是通过更改控件的角色和违反的因变量来创建新的子问题,从而使新修改的子问题保持相同的基本状态。阶段I在此刻再次被调用以解决修改后的子问题。循环重复此过程,直到满足Kuhn-Tucker最优性条件为止。仿真表明,收敛通常在两个或三个阶段I / II周期内完成。第一阶段的相关步骤如下:(1)通过放宽所有边界的边界来创建完全最优潮流问题的子问题功能变量,即负载母线上的电压,线路流量和无功发电量。 (2)参数化整个控制组的一个子集,该子集最初包括分接开关,移相器,并联控制器和发电母线的电压。 (3)优化结果问题;这是最小成本最优潮流问题的独特方法,已经测试了许多示例(多达118条总线)并将其与商业代码MINOS进行了比较。新提出的算法似乎更快,更可靠。

著录项

  • 作者

    PONRAJAH, RANENDRA ANTHONY.;

  • 作者单位

    McGill University (Canada).;

  • 授予单位 McGill University (Canada).;
  • 学科 Electrical engineering.
  • 学位 Ph.D.
  • 年度 1987
  • 页码 1 p.
  • 总页数 1
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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