A robust-gain-scheduled methodology for process parameter design and control with application to a carbonated beverage filling process

Abdul Wahid A. Saif; Muneeb A. Akram

doi:10.1109/IEEM.2011.6118200

A robust-gain-scheduled methodology for process parameter design and control with application to a carbonated beverage filling process

Abdul Wahid A. Saif^*, Muneeb A. Akram

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Abstract

Proper selection of control parameters is critically important since it has a large impact on the end product and enables keeping the operation run within the specified limits. It also helps to maximize profitability, to ensure quality and safety. In this paper, we will develop a Robust Gain-Scheduled (RGS) methodology that combines between the uses of: robust design to determine the optimal value of process parameters so that the controller maintains the process on target with low variability while keeping the performance robust against the external factors, and gain scheduling to modify the control parameters depending on the state of the system to maintain its stability. An example for carbonated beverage filling process is also presented.

Original language	English
Title of host publication	IEEE International Conference on Industrial Engineering and Engineering Management, IEEM2011
Pages	1670-1674
Number of pages	5
DOIs	https://doi.org/10.1109/IEEM.2011.6118200
State	Published - 2011

Publication series

Name	IEEE International Conference on Industrial Engineering and Engineering Management
ISSN (Print)	2157-3611
ISSN (Electronic)	2157-362X

Keywords

PID control
Robust design
controller tuning
gain scheduling
quality loss function
signal-to- noise ratio

ASJC Scopus subject areas

Business, Management and Accounting (miscellaneous)
Industrial and Manufacturing Engineering
Safety, Risk, Reliability and Quality

Access to Document

10.1109/IEEM.2011.6118200

Cite this

Saif, A. W. A., & Akram, M. A. (2011). A robust-gain-scheduled methodology for process parameter design and control with application to a carbonated beverage filling process. In IEEE International Conference on Industrial Engineering and Engineering Management, IEEM2011 (pp. 1670-1674). Article 6118200 (IEEE International Conference on Industrial Engineering and Engineering Management). https://doi.org/10.1109/IEEM.2011.6118200

Saif, Abdul Wahid A. ; Akram, Muneeb A. / A robust-gain-scheduled methodology for process parameter design and control with application to a carbonated beverage filling process. IEEE International Conference on Industrial Engineering and Engineering Management, IEEM2011. 2011. pp. 1670-1674 (IEEE International Conference on Industrial Engineering and Engineering Management).

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abstract = "Proper selection of control parameters is critically important since it has a large impact on the end product and enables keeping the operation run within the specified limits. It also helps to maximize profitability, to ensure quality and safety. In this paper, we will develop a Robust Gain-Scheduled (RGS) methodology that combines between the uses of: robust design to determine the optimal value of process parameters so that the controller maintains the process on target with low variability while keeping the performance robust against the external factors, and gain scheduling to modify the control parameters depending on the state of the system to maintain its stability. An example for carbonated beverage filling process is also presented.",

keywords = "PID control, Robust design, controller tuning, gain scheduling, quality loss function, signal-to- noise ratio",

author = "Saif, \{Abdul Wahid A.\} and Akram, \{Muneeb A.\}",

year = "2011",

doi = "10.1109/IEEM.2011.6118200",

language = "English",

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series = "IEEE International Conference on Industrial Engineering and Engineering Management",

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Saif, AWA & Akram, MA 2011, A robust-gain-scheduled methodology for process parameter design and control with application to a carbonated beverage filling process. in IEEE International Conference on Industrial Engineering and Engineering Management, IEEM2011., 6118200, IEEE International Conference on Industrial Engineering and Engineering Management, pp. 1670-1674. https://doi.org/10.1109/IEEM.2011.6118200

A robust-gain-scheduled methodology for process parameter design and control with application to a carbonated beverage filling process. / Saif, Abdul Wahid A.; Akram, Muneeb A.
IEEE International Conference on Industrial Engineering and Engineering Management, IEEM2011. 2011. p. 1670-1674 6118200 (IEEE International Conference on Industrial Engineering and Engineering Management).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Saif, Abdul Wahid A.

AU - Akram, Muneeb A.

PY - 2011

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N2 - Proper selection of control parameters is critically important since it has a large impact on the end product and enables keeping the operation run within the specified limits. It also helps to maximize profitability, to ensure quality and safety. In this paper, we will develop a Robust Gain-Scheduled (RGS) methodology that combines between the uses of: robust design to determine the optimal value of process parameters so that the controller maintains the process on target with low variability while keeping the performance robust against the external factors, and gain scheduling to modify the control parameters depending on the state of the system to maintain its stability. An example for carbonated beverage filling process is also presented.

AB - Proper selection of control parameters is critically important since it has a large impact on the end product and enables keeping the operation run within the specified limits. It also helps to maximize profitability, to ensure quality and safety. In this paper, we will develop a Robust Gain-Scheduled (RGS) methodology that combines between the uses of: robust design to determine the optimal value of process parameters so that the controller maintains the process on target with low variability while keeping the performance robust against the external factors, and gain scheduling to modify the control parameters depending on the state of the system to maintain its stability. An example for carbonated beverage filling process is also presented.

KW - PID control

KW - Robust design

KW - controller tuning

KW - gain scheduling

KW - quality loss function

KW - signal-to- noise ratio

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T3 - IEEE International Conference on Industrial Engineering and Engineering Management

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BT - IEEE International Conference on Industrial Engineering and Engineering Management, IEEM2011

ER -

Saif AWA, Akram MA. A robust-gain-scheduled methodology for process parameter design and control with application to a carbonated beverage filling process. In IEEE International Conference on Industrial Engineering and Engineering Management, IEEM2011. 2011. p. 1670-1674. 6118200. (IEEE International Conference on Industrial Engineering and Engineering Management). doi: 10.1109/IEEM.2011.6118200

A robust-gain-scheduled methodology for process parameter design and control with application to a carbonated beverage filling process

Abstract

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Keywords

ASJC Scopus subject areas

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