STATE ESTIMATION OF A NONLINEAR SYSTEM USING PARTICLE FILTER

被引：0

作者：

Anandhakumar, K. ^{[1
]}

Ali, I. Syed Meer Kulam ^{[1
]}

Selvakumar, K. ^{[2
]}

Raja, K. ^{[3
]}

机构：

[1] EBET Grp Inst, Dept EEE, Tirupur 638108, India

[2] SRM Univ, Dept EEE, Madras 603203, Tamil Nadu, India

[3] Knowledge Inst Technol, Dept EEE, Salem 637504, India

来源：

2014 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMPUTING RESEARCH (IEEE ICCIC) | 2014年

关键词：

State Estimation; CSTR; Process Industries; Particle Filter; Nonlinear system;

D O I：

暂无

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

In this paper, Particle Filter algorithm has been employed for estimating the states namely concentration and temperature of a Continuous Stirred Tank Reactor (CSTR) and simulation results are presented. The propagation of particles through the nonlinear system model for the state estimation has been discussed. The states of the system are estimated by using the Particle Filter algorithm under the steady state as well as transient system conditions. A step change in the coolant flow rate has been introduced in order to provide a dynamic operating point.

引用

页码：805 / 808

页数：4

共 15 条

[1]

[Anonymous], 2006, IEEE INT C IND TECHN, DOI DOI 10.1109/ICIT.2006.372687

[2]

[Anonymous], IEEE ANN C

[3]

Banu US, 2006, INDIA INTERNATIONAL CONFERENCE ON POWER ELECTRONIC S, P371, DOI 10.1109/IICPE.2006.4685400

[4]

Bequette B.W., 2003, PROCESS CONTROL MODE