Predictive control for industrial applications

M.J. Grimble, A.W. Ordys

Research output: Contribution to journalArticle

39 Citations (Scopus)

Abstract

An overview is first provided of some of the most common formulations of Predictive Control, such as Dynamic Matrix Control (DMC), Predictive Functional Control (PFC), Preview Control and Generalized Predictive Control (GPC). The main features, advantages and disadvantages are discussed. A new algorithm, based on a so called Linear Quadratic Generalized Predictive Controller (LQGPC) is then introduced. This algorithm combines features of Predictive Control with those of Linear Quadratic Gaussian Control, providing improved stability and robustness properties.
Original languageEnglish
Pages (from-to)13-24
Number of pages11
JournalAnnual Reviews in Control
Volume25
DOIs
Publication statusPublished - 2001

Keywords

  • adaptive control
  • control systems
  • predictive control
  • dynamic control

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