Iterative identification and two step control design for partially unknownunstable plants

Citation
Ws. Lee et al., Iterative identification and two step control design for partially unknownunstable plants, INT J CONTR, 74(1), 2001, pp. 43-57
Citations number
13
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
INTERNATIONAL JOURNAL OF CONTROL
ISSN journal
00207179 → ACNP
Volume
74
Issue
1
Year of publication
2001
Pages
43 - 57
Database
ISI
SICI code
0020-7179(200101)74:1<43:IIATSC>2.0.ZU;2-V
Abstract
In this paper we shall extend the applications of iterative identification and control design to partially unknown unstable plants. We show that by em ployong a two step approach, where an unstable plant is first stabilized by a parallel feedback stabilizer, it is possible to design systematically an overall closed-loop system that has good step responses with little oversh oots by using the iterative identification and control design methodology. Furthermore, this approach easily preserves the simplicity of an IMC design through tuning the overall designed closed-loop bandwidth with a single de sign parameter. Specifically, similarly to situations where the plant is st able (apart from possibly including a simple integrator), we can design a s ystem with a small initial overall designed closed-loop bandwidth (after th e plant is stabilized by a known parallel feedback stabilizer) such that hi gh frequency unmodelled dynamics of the plant are not overly excited. Throu gh iterative applications of a control-relevant closed-loop system identifi cation procedure and the standard IMC design method to the stabilized plant , the overall designed closed-loop bandwidth of the system can be widened p rogressively while maintaining good step responses with little overshoots. Two simulation examples are employed to illustrate the method. These exampl es show that, irrespective of the presence of adverse unstable real pole-ze ro structures, the expected results are achievable by the method described.