Process control loop tuning and monitoring using LQG optimality with applications in wastewater treatment plant

Michael A. Johnson, Alberto Sanchez

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

3 Scopus citations

Abstract

The problem of developing a Loop Monitor for control loop performance assessment is considered. Based on some prior modelling experience for a wastewater treatment plant control loop, the approach used a key assumption that the plant could be described using a simple first order stochastic process model. This assumption was shown to lead to explicit formula for optimal LQG controllers and cost function values. Furthermore the resulting controllers were shown to be of PID form; this allowed a valid benchmark comparison to be made for installed industrial PID loop controllers. A generic Loop Monitor algorithm was presented and some aspects investigated using simulation studies. Directions for future work are also given.

Original languageEnglish
Title of host publicationFourth International Conference on Control and Automation
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages922-926
Number of pages5
ISBN (Print)078037777X, 9780780377776
DOIs
StatePublished - 2003
Externally publishedYes
EventFourth International Conference on Control and Automation - Montreal, Que., Canada
Duration: 10 Jun 200312 Jun 2003

Publication series

NameInternational Conference on Control and Automation

Conference

ConferenceFourth International Conference on Control and Automation
Country/TerritoryCanada
CityMontreal, Que.
Period10/06/0312/06/03

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