Application of Extended Kalman Filter to the Modeling of Electric Arc Furnace for Power Quality Issue

被引：2

作者：

金之俭

王丰华

朱子述

机构：

[1] China

[2] Dept.of Electrical Eng. Shanghai Jiaotong Univ.

[3] Shanghai 200030

来源：

JournalofShanghaiJiaotongUniversity | 2007年 / 02期

关键词：

electric arc furnace(EAF); extended Kalman filter; power quality; chaos;

D O I：

暂无

中图分类号：

TM924.4 [电弧炉];

学科分类号：

080801 ;

摘要：

Electric arc furnaces(EAFs)represent one of the most disturbing loads in the subtransmission or transmission electric power systems.Therefore,it is necessary to build a practical model to descript the behavior of EAF in the simulation of power system for power quality issues.This paper deals with the modeling of EAF based on the combination of extended Kalman filter to identify the parameter of arc current and the power balance equation to obtain the dynamic,multi-valued u-i characteristics of EAF load.The whole EAF systems are simulated by means of power system blockset in Matlab to validate the proposed EAF model.This model can also be used to assess the impact of the new plant or highly varying nonlinear loads that exhibit chaos in power systems.

引用

页码：257 / 262

页数：6

共 8 条

[1]

Chaos-based modeling of DC arc furnaces for power quality issues. Carpinelli G,Iacovone F,Russo A,et al. IEEE Transactions on Power Delivery . 2004

[2]

Analysis of observed chaotic data. Abarbane H D I. . 1996

[3]

Modeling de-vices with nonlinear voltage-current characteristics for harmonics studied. Chang G,Hatziadoniu C,Xu W,et al. IEEE Transactions on Power Delivery . 2004

[4]

Flicker study using a novel arc fur-nace model. Omer O,Ali A. IEEE Transactions on Power Deliv-ery . 2002

[5]

Pow-er quality indices for aperiodic voltage and currents. Jaramillo S H,Heydt G T,O’Neill-Carrillo E. IEEE Transactions on Power Delivery . 2000

[6]

EMTP implementation and analysis of nonlinear load models. O’Neill-Carrillo E,Banfai B,Heydt G T,et al. Electric Power Components and Systems . 2001

[7]

Chaotic system identifica-tion based on Kalman filter//Proceedings of the International Joint Conference on Neural Networks. Min H,Xi J H,Xu S G. . 2002

[8]

Development of enhanced electric arc furnace models for transientanalysis. Jang G,Wang W G,Heydt G T. Electric Power Components and Sys-tems . 2001

← 1 →