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A survey of industrial model predictive control technology (2003)
| Citations: | 460 - 4 self |
BibTeX
@MISC{Qin03asurvey,
author = {S. Joe Qin and Thomas A. Badgwell},
title = {A survey of industrial model predictive control technology},
year = {2003}
}
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Abstract
This paper provides an overview of commercially available model predictive control (MPC) technology, both linear and nonlinear, based primarily on data provided by MPC vendors. A brief history of industrial MPC technology is presented first, followed by results of our vendor survey of MPC control and identification technology. A general MPC control algorithm is presented, and approaches taken by each vendor for the different aspects of the calculation are described. Identification technology is reviewed to determine similarities and differences between the various approaches. MPC applications performed by each vendor are summarized by application area. The final section presents a vision of the next generation of MPC technology, with an emphasis on potential business and research opportunities.
Keyphrases
industrial model predictive control technology identification technology available model predictive control various approach next generation application area mpc technology mpc application research opportunity brief history industrial mpc technology vendor survey mpc control different aspect mpc vendor general mpc control algorithm final section potential business
