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Obtaining a quantitative index for power quality evaluation in competitive electricity market

机译:获取竞争性电力市场中电能质量评估的定量指标

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摘要

A problem of concern in the deregulated electricity market is to obtain a global power quality (PQ) index for the supply and load side to estimate the cost of PQ in order to include it in the contracts between customers and utility companies. Existing PQ indices are usually isolated and lack the cost impact of bad PQ. This study presents an intelligent method based on artificial neural network (ANN) and fuzzy logic to obtain a quantitative global index for PQ evaluation and pricing in competitive electricity market. Taking into account the cost of PQ phenomena with their relative weights in this index, it can be used as a PQ measure in electricity tariffs by utility companies. Although individual cost assignments used in this study are subject to approximation, once the assignments are made, the calculation is consistent and gives a useful and unique measure of quality of electricity for both supply side and customer side. The proposed algorithm has been implemented on real measured data of a distribution network. The results show the capability of this method to obtain an accurate measure for PQ evaluation and pricing.
机译:在放松管制的电力市场中,一个令人关注的问题是获取供需双方的全球电能质量(PQ)指数,以估算PQ的成本,以便将其纳入客户与公用事业公司之间的合同中。现有的PQ索引通常是孤立的,并且没有不良PQ的成本影响。这项研究提出了一种基于人工神经网络(ANN)和模糊逻辑的智能方法,以获得竞争性电力市场中PQ评估和定价的定量全球指标。考虑到PQ现象的成本及其相对权重,可以将其用作公用事业公司电价的PQ度量。尽管本研究中使用的单个成本分配是近似值,但一旦进行了分配,计算便是一致的,并为供电侧和用户侧提供了有用且独特的电能质量度量。所提出的算法已经在配电网的实际测量数据上实现。结果表明,该方法能够为PQ评估和定价获得准确的度量。

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