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A robust tuning procedure for adaptive inferential control

Lookup NU author(s): Dr Ming Tham, Dr Mark Willis

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Abstract

Inferential estimation and control are techniques tailored for processes with severe sampling limitations on key process measurements. Often such systems have complex, time-varying dynamics making sustainable control performance an elusive target. As potential solutions, adaptive and robust control have been suggested with varying degrees of success. In this work, robust control principles are used to develop a tuning procedure for an adaptive inferential control algorithm, in order to monitor and optimize control performance. The primary advantage of the technique is that performance-robustness targets are maintained despite changes in system dynamics. A case study is used to demonstrate the utility of the technique highlighting the performance enhancements provided by the combination of adaptive and robust inferential control.


Publication metadata

Author(s): Brodie KA, Tham MT, Willis MJ

Publication type: Article

Publication status: Published

Journal: International Journal of Adaptive Control and Signal Processing

Year: 1999

Volume: 13

Issue: 2

Pages: 85-103

Print publication date: 01/03/1999

ISSN (print): 0890-6327

ISSN (electronic):

Publisher: John Wiley & Sons, Inc.

URL: http://dx.doi.org/10.1002/(SICI)1099-1115(199903)13:2<85::AID-ACS524>3.0.CO;2-U

DOI: 10.1002/(SICI)1099-1115(199903)13:2<85::AID-ACS524>3.0.CO;2-U


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