Parameter estimation using sensitivity points: Tutorial and experiment

Authors
Citation
Jy. Hung, Parameter estimation using sensitivity points: Tutorial and experiment, IEEE IND E, 48(6), 2001, pp. 1043-1047
Citations number
7
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
ISSN journal
02780046 → ACNP
Volume
48
Issue
6
Year of publication
2001
Pages
1043 - 1047
Database
ISI
SICI code
0278-0046(200112)48:6<1043:PEUSPT>2.0.ZU;2-B
Abstract
Presented in this paper are a tutorial and experimental results for an iter ative offline parameter identification scheme. The scheme utilizes the conc ept of sensitivity points to generate the gradient information that is used in the steepest descent estimation method. An experiment is conducted to i dentify parameters of a motor drive system in which the motor and load are connected by a compliant element. Estimated parameter values are also used in a position control experiment in which measured and designed responses a re compared.