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Performance Monitoring of Control Systems using Likelihood Methods

Tyler, Matthew L. and Morari, Manfred (1995) Performance Monitoring of Control Systems using Likelihood Methods. California Institute of Technology , Pasadena, CA. (Unpublished) http://resolver.caltech.edu/CaltechCDSTR:1995.007

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Abstract

Evaluating deterioration in performance of control systems using closed loop operating data is addressed. A framework is proposed in which acceptable performance is expressed as constraints on the closed loop transfer function impulse response coefficients. Using likelihood methods, a hypothesis test is outlined to determine if control deterioration has occurred. The method is applied to a simulation example as well as data from an operational distillation column, and the results are compared to those obtained using minimum variance estimation approaches.


Item Type:Report or Paper (Technical Report)
Additional Information:[MLT was] supported by Fannie and John Hertz Foundation. Submitted to Automatica
Group:Control and Dynamical Systems Technical Reports
Record Number:CaltechCDSTR:1995.007
Persistent URL:http://resolver.caltech.edu/CaltechCDSTR:1995.007
Usage Policy:You are granted permission for individual, educational, research and non-commercial reproduction, distribution, display and performance of this work in any format.
ID Code:28088
Collection:CaltechCDSTR
Deposited By: Imported from CaltechCDSTR
Deposited On:19 Sep 2006
Last Modified:26 Dec 2012 14:30

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