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A Method to Deal With Inter-regional and Inter-provincial Transaction Settlement Deviation Quantity Based on Kernel Density–Entropy Weight

机译:基于内核密度 - 熵权的区域和省间交易结算偏差数量的方法

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摘要

The mismatch between energy distribution and power load in China can be alleviated by inter-regional and inter-provincial power transactions. However, it also brings challenges to transaction settlement. In the new round of electric power reform, the transaction settlement deviation quantity needs to be more standardized. Based on the analysis of the related work, this article used the analytical framework of the analytic hierarchy process to calculate the transaction type weight, the inter-regional, and the inter-provincial weight, respectively, and accordingly, quantifies the amount of deviation quantity allocated by the corresponding trading subjects. According to the size and volatility of the trading quantity, we further propose a comprehensive weighting method based on kernel density and entropy weight to quantify the deviation quantity of inter-regional and inter-provincial trading subjects of different trading types. Specifically, this article first used the kernel function weighting method to calculate the weights of different transaction types that measure the transaction quantity, and then the improved entropy weight method was used to calculate the weights of different transaction types that reflect the volatility of the transaction quantity. Then, the comprehensive weights were constructed by considering the influence of the above two dimensions on the distribution of the deviation electricity simultaneously. The deviation electricity responsibility determination model was used to clarify the transaction subject's deviated electricity responsibility, and the deviated electric quantity calculation model was used for quantification. At last, the validity and practicability of the method were verified through the analysis of examples using the inter-regional and inter-provincial power transaction data from China.
机译:中国的能量分配与电力负荷之间的不匹配可以通过区域间和省际电力交易来缓解。但是,它还带来了交易结算的挑战。在新一轮电力改革中,交易沉降偏差量需要更加标准化。基于相关工作的分析,本文使用分析层次处理的分析框架来计算交易类型重量,区域间和省间权重,因此,量化偏差量由相应的交易科目分配。根据交易量的规模和波动,我们进一步提出了一种基于核密度和熵权的综合加权方法,以量化不同交易类型的区域间和省级交易主题的偏差量。具体地,本文首先使用内核函数加权方法来计算测量事务数量的不同事务类型的权重,然后使用改进的熵权方法来计算反映交易量的波动率的不同交易类型的权重。然后,通过考虑上述两个维度同时对偏差电分布的影响来构建综合重量。使用偏差电责任确定模型来阐明交易受试者的偏离电力责任,并且偏离电量计算模型用于量化。最后,通过使用来自中国的区域间和省级电力交易数据的例子来验证该方法的有效性和实用性。

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