Title :
Control performance assessment for block-oriented nonlinear systems
Author :
Yu, Wei ; Wilson, David ; Young, Brent
Author_Institution :
Dept. of Chem. & Mater. Eng., Univ. of Auckland, Auckland, New Zealand
Abstract :
Control performance assessment or CPA is a useful tool to establish the quality of industrial feedback control loops. While many current CPA techniques are developed solely for the linear systems, [1–3] has recently considered CPA for nonlinear systems. This paper continues this trend by extending CPA into a popular class of nonlinear systems, specifically block-oriented nonlinear models. For these systems, a semi-parametric method is proposed to estimate the minimum variance performance lower bound and simulation examples illustrate that the proposed methodology is efficient and accurate enough to provide the statistics for nonlinear CPA.
Keywords :
Automatic control; Biological system modeling; Chemical engineering; Control systems; Electrical equipment industry; Industrial control; Nonlinear control systems; Nonlinear systems; Spline; Statistics;
Conference_Titel :
Control and Automation (ICCA), 2010 8th IEEE International Conference on
Conference_Location :
Xiamen, China
Print_ISBN :
978-1-4244-5195-1
Electronic_ISBN :
1948-3449
DOI :
10.1109/ICCA.2010.5524173