Modeling and simulation of the control- and the systems- inspired of the Polish Electricity Exchange

J. Tchórzewski, Radosław Marlęga
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Abstract

The following paper contains selected results of research on modeling identification of Polish Electricity Exchange on the example of the dates quoted on the Day Ahead Market. In order to obtain a model of the Polish Electricity Exchange System in the beginning it was conducted to identify data for the period from January, 1 (2013) to December, 31 (2015). In the result discrete parametric model using arx method in MATLAB and Simulink environments with System Identification Toolbox was obtaining. The resulting model was converted to a continuous parametric model, and that one in turn into the state space model. On the basis of obtained equations of state and outputs, state variables and parameters of the selected model were interpreted, i.e. selected elements of the matrix' of the state space model. A block diagram was then constructed in Simulink, which was used for simulations and sensitivity studies using: sine, Dirac impulse and step function. Numerous interesting research results have been obtained, including the correctness of the development of the Polish Electricity Exchange.
受波兰电力交易所启发的控制和系统的建模和仿真
本文以日前市场报价日期为例,选取了波兰电力交易所模型识别的研究结果。为了在一开始获得波兰电力交换系统的模型,我们对2013年1月1日至2015年12月31日期间的数据进行了识别。在MATLAB和Simulink环境下,结合系统识别工具箱,利用arx方法得到了离散参数模型。将得到的模型转换为连续参数模型,然后将连续参数模型转换为状态空间模型。根据得到的状态方程和输出,解释所选模型的状态变量和参数,即状态空间模型的矩阵'的选定元素。然后在Simulink中构建方框图,使用正弦、狄拉克脉冲和阶跃函数进行模拟和灵敏度研究。获得了许多有趣的研究结果,包括波兰电力交易所发展的正确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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