采用对偶分解/拉格朗日松弛法求解斜坡速率约束的主动/被动预调度模型

L. Nepomuceno, P. S. da Silva
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引用次数: 0

摘要

预调度模型计算电力系统的短期发电策略。在这项工作中,提出了一个PD模型,改进了文献中通常忽略的两个建模方面:发电机组的电压/无功约束和斜坡率约束。无功功率约束将PD问题转化为一个非线性问题,而斜坡速率约束在时域上是动态耦合的。当引入这些约束条件时,PD的求解变得更加困难。采用对偶分解/拉格朗日松弛技术求解动态约束。将该问题分解为一系列独立的最优潮流子问题,其中对无功功率进行了详细的描述。利用拉格朗日乘子协调独立FPO的解,迭代地满足动态约束。使用IEEE 30总线测试系统,对有匝道速率约束表示和没有匝道速率约束表示的调度策略进行了比较。研究结果指出了在发电调度策略中表示这些约束的重要性。
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An active/reactive predispatch model incorporating ramp rate constraints solved by dual decomposition/Lagrangian relaxation
The predispatch model (PD) calculates a short-term generation policy for power systems. In this work a PD model is proposed that improves two modeling aspects generally neglected in the literature: voltage/reactive power constraints and ramp rate constraints for generating units. Reactive power constraints turn the PD into a nonlinear problem and the ramp rate constraints couple the problem dynamically in time domain. The solution of the PD is turned into a harder task when such constraints are introduced. The dual decomposition/Lagrangian relaxation technique is used in the solution approach for handing dynamic constraints. As a result the PD is decomposed into a series of independent optimal power flow (FPO) subproblems, in which the reactive power is represented in detail. The solution of the independent FPO is coordinated by means of Lagrange multipliers, so that dynamic constraints are iteratively satisfied. Comparisons between dispatch policies calculated with and without the representation of ramp rate constraints are performed, using the IEEE 30 bus test system. The results point-out the importance of representing such constraints in the generation dispatch policy.
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