Identification of the Heat Equation Parameters for Estimation of a Bare Overhead Conductor's Temperature by the Differential Evolution Algorithm

被引:6
作者
Sarajlic, Mirza [1 ]
Pihler, Joze [1 ]
Sarajlic, Nermin [2 ]
Stumberger, Gorazd [1 ]
机构
[1] Univ Maribor, Fac Elect Engn & Comp Sci, SLO-2000 Maribor, Slovenia
[2] Univ Tuzla, Fac Elect Engn, Tuzla 75000, Bosnia & Herceg
关键词
overhead transmission line; conductor temperature; parameter identification; measurement; simulation; optimization; TRANSMISSION-LINES; IEEE;
D O I
10.3390/en11082061
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This paper deals with the Differential Evolution (DE) based method for identification of the heat equation parameters applied for the estimation of a bare overhead conductor`s temperature. The parameters are determined in the optimization process using a dynamic model of the conductor; the measured environmental temperature, solar radiation and wind velocity; the current and temperature measured on the tested overhead conductor; and the DE, which is applied as the optimization tool. The main task of the DE is to minimise the difference between the measured and model-calculated conductor temperatures. The conductor model is relevant and suitable for the prediction of the conductor temperature, as the agreement between measured and model-calculated conductor temperatures is exceptional, where the deviation between mean and maximum measured and model-calculated conductor temperatures is less than 0.03 degrees C.
引用
收藏
页数:17
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