智能电网有源滤波器多目标优化配置的决策理论方法

G. Carpinelli, F. Mottola, D. Proto, A. Russo
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引用次数: 3

摘要

波形畸变是最普遍的电能质量干扰之一,目前正受到现代智能电网研究人员越来越多的关注,在分布式能源和先进智能计量系统中大量存在新技术。并联有源电力滤波器被认为是一种高性能的解决方案,可以限制这种干扰对智能电网设备的影响,但它们在多转换器智能电网中的位置和大小需要一种优化方法,该方法应该同时考虑不同的,有时是相互冲突的目标。本文建立了求解该问题的多目标优化模型,并提出了一种新的不确定性条件下求解该模型的简化方法。该方法应用了阶序质心权值法和不确定性下决策理论的一个准则,假设完全知道未来概率。对测试网络的数值应用表明,所提出的方法易于应用,得到的结果令人感兴趣。
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A Decision Theory Approach for the Multi-objective Optimal Allocation of Active Filters in Smart Grids
Waveform distortions are one of the most diffused Power Quality disturbances and are nowadays gaining a growing interest by the researchers of modern smart grids where a massive presence of new technologies in distributed energy resources and in advanced smart metering systems is expected. Shunt active power filters are considered a high performing solution to limit the impact of this disturbance on the smart grid equipment, but their location and size in a multi-converter smart grid requires an optimization approach that should contemporaneously consider different and, sometimes, conflicting objectives. In this paper, a multi-objective optimization model is formulated to solve the problem and a new simplified approach is proposed to solve the model under non-certainty. The proposed approach applies the Rank-order centroid weights method and a criterion of the Decision Theory under non-certainty, assuming a complete knowledge of the future probabilities. Numerical applications to a test network permit to highlight the ease of application of the proposed method and the interest in the obtained results.
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