Worst-case analysis of finite-time control policies

Authors
Citation
Dl. Ma et Rd. Braatz, Worst-case analysis of finite-time control policies, IEEE CON SY, 9(5), 2001, pp. 766-774
Citations number
58
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY
ISSN journal
10636536 → ACNP
Volume
9
Issue
5
Year of publication
2001
Pages
766 - 774
Database
ISI
SICI code
1063-6536(200109)9:5<766:WAOFCP>2.0.ZU;2-I
Abstract
Finite-time control policies are common in batch and semibatch operations. A novel approach is proposed that quantifies the impact of parameter and co ntrol implementation inaccuracies on the performance of such control polici es. This information can be used to decide whether more experiments are nee ded to produce parameter estimates of higher accuracy, or to define perform ance objectives for the lower level control loops that implement the contro l trajectory. The approach is evaluated through application to the multidim ensional growth of crystals used in nonlinear optics applications, where th e nominal parameters and uncertainties are quantified from experimental dat a. Robustness estimates are provided with reasonable computational requirem ents.