VALIDATION OF AN EXPERIMENTALLY DERIVED UNCERTAINTY MODEL

Citation
Kb. Lim et al., VALIDATION OF AN EXPERIMENTALLY DERIVED UNCERTAINTY MODEL, Journal of guidance, control, and dynamics, 21(3), 1998, pp. 485-492
Citations number
17
Categorie Soggetti
Instument & Instrumentation","Aerospace Engineering & Tecnology
ISSN journal
07315090
Volume
21
Issue
3
Year of publication
1998
Pages
485 - 492
Database
ISI
SICI code
0731-5090(1998)21:3<485:VOAEDU>2.0.ZU;2-4
Abstract
The discrepancies between measurement data and an analytical nominal m odel for a large gap magnetic suspension testbed is accounted for by a n uncertainty model. The results show that uncertainty bounds correspo nding to a combination of additive and diagonal input multiplicative u ncertainty can be obtained directly by calculating the smallest norm o f the difference between the measured and nominal model response. Use of the identified uncertainty model allowed a strong correlation betwe en design predictions and experimental results. In addition, robust co ntrollers based on the experimentally derived uncertainty model show s ignificant stability and performance improvements over controllers des igned with assumed ad hoc uncertainty levels.