Algebraic parameters identification of DC motors: methodology and analysis

被引:19
作者
Becedas, J. [1 ]
Mamani, G. [1 ]
Feliu, V. [1 ]
机构
[1] Univ Castilla La Mancha, ETSI Ind, E-13071 Ciudad Real, Spain
关键词
parameter estimation; algebraic identification; DC motor; identification for control; continuous-time systems; SYSTEMS; MODELS;
D O I
10.1080/00207720903244097
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A fast, non-asymptotic, algebraic parameter identification method is applied to an uncertain DC motor to estimate the uncertain parameters: viscous friction coefficient and inertia. In this work, the methodology is developed and analysed, its convergence, a comparative study between the traditional recursive least square method and the algebraic identification method is carried out, and an analysis of the estimator in a noisy system is presented. Computer simulations were carried out to validate the suitability of the identification algorithm.
引用
收藏
页码:1241 / 1255
页数:15
相关论文
共 32 条
[1]  
AMSTROM KJ, 1971, AUTOMATICA, V7, P123
[2]  
[Anonymous], 1999, SYSTEM IDENTIFICATIO
[3]  
BECEDAS J, 2008, 17 IFAC WORLD C, P6769
[4]  
BECEDAS J, 2009, 32 ANN C IEEE IND EL, P85
[5]   Adaptive Controller for Single-Link Flexible Manipulators Based on Algebraic Identification and Generalized Proportional Integral Control [J].
Becedas, Jonathan ;
Trapero, Juan Ramon ;
Feliu, Vicente ;
Sira-Ramirez, Hebertt .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2009, 39 (03) :735-751
[6]  
BUIUM A, 1994, DIFFERENTIAL ALGEBRA
[7]   A TRANSFORMATION ALGORITHM FOR ESTIMATING SYSTEM LAPLACE TRANSFORM FROM SAMPLED DATA [J].
FELIU, V .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1986, 16 (01) :168-173
[8]   SOME BASIC STRUCTURAL-PROPERTIES OF GENERALIZED LINEAR-SYSTEMS [J].
FLIESS, M .
SYSTEMS & CONTROL LETTERS, 1990, 15 (05) :391-396
[9]   An algebraic framework for linear identification [J].
Fliess, M ;
Sira-Ramírez, H .
ESAIM-CONTROL OPTIMISATION AND CALCULUS OF VARIATIONS, 2003, 9 (09) :151-168
[10]  
Fliess M., 2003, QUESTIONING SOME PAR