AN ANOVA BASED ANALYTICAL DYNAMIC MATRIX CONTROLLER TUNING PROCEDURE FOR FOPDT MODELS

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BAGHERI PEYMAN; KHAKI SEDIGH ALI

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Paper Information

Journal: AMIRKABIR INTERNATIONAL JOURNAL OF MODELING, IDENTIFICATION, SIMULATION AND CONTROL Year:2010 | Volume:42 | Issue:2 Page(s): 552-64

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Information Journal Paper

Title

AN ANOVA BASED ANALYTICAL DYNAMIC MATRIX CONTROLLER TUNING PROCEDURE FOR FOPDT MODELS

Author(s)

BAGHERI PEYMAN | KHAKI SEDIGH ALI | Issue Writer Certificate

Keywords

DYNAMIC MATRIX CONTROL

TUNING

ANALYSIS OF VARIANCE (ANOVA)

NONLINEAR REGRESSION

FOPDT

INDUSTRIAL PROCESSES

PH PROCESS

LEVEL PROCESS

Abstract

DYNAMIC MATRIX CONTROL (DMC) is a widely used model predictive controller (MPC) in industrial plants. The successful implementation of DMC in practical applications requires a proper TUNING of the controller. The available TUNING procedures are mainly based on experience and empirical results. This paper develops an analytical tool for DMC TUNING. It is based on the application of Analysis of Variance (ANOVA) and NONLINEAR REGRESSION analysis for First Order plus Dead Time (FOPDT) process models. It leads to a simple formula which involves the model parameters. The proposed method is validated via simulations as well as experimental results. A nonlinear pH neutralization model is used for the simulation studied. It is further implemented on a laboratory scale control level plant. A robustness analysis is performed based on the simulation results. Finally, comparison results are provided to show the effectiveness of the proposed methodology.

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APA: Copy

BAGHERI, PEYMAN, & KHAKI SEDIGH, ALI. (2010). AN ANOVA BASED ANALYTICAL DYNAMIC MATRIX CONTROLLER TUNING PROCEDURE FOR FOPDT MODELS. AMIRKABIR INTERNATIONAL JOURNAL OF MODELING, IDENTIFICATION, SIMULATION AND CONTROL, 42(2), 552-64. SID. https://sid.ir/paper/319977/en

Vancouver: Copy

BAGHERI PEYMAN, KHAKI SEDIGH ALI. AN ANOVA BASED ANALYTICAL DYNAMIC MATRIX CONTROLLER TUNING PROCEDURE FOR FOPDT MODELS. AMIRKABIR INTERNATIONAL JOURNAL OF MODELING, IDENTIFICATION, SIMULATION AND CONTROL[Internet]. 2010;42(2):552-64. Available from: https://sid.ir/paper/319977/en

IEEE: Copy

PEYMAN BAGHERI, and ALI KHAKI SEDIGH, “AN ANOVA BASED ANALYTICAL DYNAMIC MATRIX CONTROLLER TUNING PROCEDURE FOR FOPDT MODELS,” AMIRKABIR INTERNATIONAL JOURNAL OF MODELING, IDENTIFICATION, SIMULATION AND CONTROL, vol. 42, no. 2, pp. 552–64, 2010, [Online]. Available: https://sid.ir/paper/319977/en

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