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Full Probabilistic Characteristics of Power Losses in the Electrical Power System Branches 电力系统支路中功率损耗的全概率特性
Pub Date : 2020-09-01 DOI: 10.46904/eea.20.68.3.1108004
Y. Bay, V. Rudnik, I. Razzhivin, A. Kievets, M. Andreev
Stable operation of the electrical power system (EPS) is one of the main issues considered in the power industry. Current levels of electricity consumption lead to the need to increase the generated capacity, repeatedly converting and complicating the original circuit. In addition to this, given the current trend towards the use of renewable energy sources (RES), more and more uncertainties are added, that are difficult to predict. Events in the EPS, and especially in the case of RES, are deterministic, i.e. random. This leads to the fact that it is difficult to fully assess the EPS stability and the possible power loss. It is also difficult to determine the amount of permissible power generated by RES, which will not lead to subsequent mode violations. The purpose of this article is to test the developed SIBD method for obtaining the full probabilistic characteristics of power losses in each branch. This method, unlike the Monte Carlo methods, does not use a random sample of initial data, but completely covers the studied functional dependence (FD). The method is used to obtain the probability distribution laws (PDLs) of power losses in transmission lines based on unmodified IEEE 30-Bus and IEEE 14-Bus systems and their examination. These laws are necessary for further determination of the optimal EPS operating modes, to solve the problem of determining the optimal RES installation, the required amount of renewable generated energy in a nondeterministic way.
电力系统的稳定运行是电力工业考虑的主要问题之一。当前的电力消耗水平导致需要增加发电容量,反复转换并使原有电路复杂化。除此之外,鉴于目前使用可再生能源(RES)的趋势,越来越多的不确定性增加,难以预测。EPS中的事件,特别是RES中的事件,是确定性的,即随机的。这导致难以全面评估EPS的稳定性和可能的功率损失。也很难确定RES产生的允许功率的大小,这将不会导致随后的模式违规。本文的目的是测试开发的SIBD方法,以获得每个支路中功率损耗的完整概率特征。与蒙特卡罗方法不同,该方法不使用随机的初始数据样本,而是完全覆盖了所研究的函数依赖性(FD)。在未修改的ieee30 - bus和ieee14 - bus系统及其检验的基础上,利用该方法得到了输电线路功率损耗的概率分布规律(PDLs)。这些规律对于进一步确定最佳EPS运行模式,解决确定最佳RES安装、可再生能源发电量的不确定性问题是必要的。
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EEA - Electrotehnica, Electronica, Automatica
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