Integrating predictive control and economic optimisation

Victor Manuel Becerra; Z. H. Abu-el-Zeet; P. D. Roberts

doi:10.1049/cce:19990502

Integrating predictive control and economic optimisation

Victor Manuel Becerra, Z. H. Abu-el-Zeet, P. D. Roberts

Research output: Contribution to journal › Article › peer-review

Abstract

In most commercially available predictive control packages, there is a separation between economic optimisation and predictive control, although both algorithms may be part of the same software system. This method is compared in this article with two alternative approaches where the economic objectives are directly included in the predictive control algorithm. Simulations are carried out using the Tennessee Eastman process model.

Original language	English
Pages (from-to)	198-208
Number of pages	1
Journal	Computing and control engineering journal
Volume	10
Issue number	5
DOIs	https://doi.org/10.1049/cce:19990502
Publication status	Published - Oct 1999

Keywords

Tennessee Eastman process model, algorithms, economic optimisation, predictive control packages, simulations

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10.1049/cce:19990502

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title = "Integrating predictive control and economic optimisation",

abstract = "In most commercially available predictive control packages, there is a separation between economic optimisation and predictive control, although both algorithms may be part of the same software system. This method is compared in this article with two alternative approaches where the economic objectives are directly included in the predictive control algorithm. Simulations are carried out using the Tennessee Eastman process model.",

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author = "Becerra, {Victor Manuel} and Abu-el-Zeet, {Z. H.} and Roberts, {P. D.}",

year = "1999",

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doi = "10.1049/cce:19990502",

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AU - Becerra, Victor Manuel

AU - Abu-el-Zeet, Z. H.

AU - Roberts, P. D.

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N2 - In most commercially available predictive control packages, there is a separation between economic optimisation and predictive control, although both algorithms may be part of the same software system. This method is compared in this article with two alternative approaches where the economic objectives are directly included in the predictive control algorithm. Simulations are carried out using the Tennessee Eastman process model.

AB - In most commercially available predictive control packages, there is a separation between economic optimisation and predictive control, although both algorithms may be part of the same software system. This method is compared in this article with two alternative approaches where the economic objectives are directly included in the predictive control algorithm. Simulations are carried out using the Tennessee Eastman process model.

KW - Tennessee Eastman process model, algorithms, economic optimisation, predictive control packages, simulations

U2 - 10.1049/cce:19990502

DO - 10.1049/cce:19990502

M3 - Article

SN - 1741-0460

VL - 10

SP - 198

EP - 208

JO - Computing and control engineering journal

JF - Computing and control engineering journal

IS - 5

ER -

Integrating predictive control and economic optimisation

Abstract

Keywords

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