Adaptive gravitational search algorithm-based compensator for control valve stiction

Sami El-Ferik; Muideen Adegoke; Mustafa Al-Naser

doi:10.1109/ICARM.2019.8834285

Adaptive gravitational search algorithm-based compensator for control valve stiction

Sami El-Ferik, Muideen Adegoke, Mustafa Al-Naser

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

Abstract

Control loop performance monitoring and improvement techniques are becoming essential to chemical industries due to the substantial value that they can add in terms of quality, operational cost and asset availability. Valve stiction has been identified as a main cause leading to poor performance of process control loops due to oscillation in the process variable. In this work, Gravitational Search Algorithm (GSA) is used to determine the optimal weights of an adaptive Finite Impulse Response Filter (FIR) that acts as a compensator. Computer simulations case studies were conducted to assess the performance of proposed approach.

Original language	English
Title of host publication	2019 4th IEEE International Conference on Advanced Robotics and Mechatronics, ICARM 2019
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	168-172
Number of pages	5
ISBN (Electronic)	9781728100647
DOIs	https://doi.org/10.1109/ICARM.2019.8834285
State	Published - Jul 2019

Publication series

Name	2019 4th IEEE International Conference on Advanced Robotics and Mechatronics, ICARM 2019

Bibliographical note

Publisher Copyright:
© 2019 IEEE.

ASJC Scopus subject areas

Mechanical Engineering
Artificial Intelligence
Control and Optimization
Control and Systems Engineering

Access to Document

10.1109/ICARM.2019.8834285

Cite this

El-Ferik, S., Adegoke, M., & Al-Naser, M. (2019). Adaptive gravitational search algorithm-based compensator for control valve stiction. In 2019 4th IEEE International Conference on Advanced Robotics and Mechatronics, ICARM 2019 (pp. 168-172). Article 8834285 (2019 4th IEEE International Conference on Advanced Robotics and Mechatronics, ICARM 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICARM.2019.8834285

El-Ferik, Sami ; Adegoke, Muideen ; Al-Naser, Mustafa. / Adaptive gravitational search algorithm-based compensator for control valve stiction. 2019 4th IEEE International Conference on Advanced Robotics and Mechatronics, ICARM 2019. Institute of Electrical and Electronics Engineers Inc., 2019. pp. 168-172 (2019 4th IEEE International Conference on Advanced Robotics and Mechatronics, ICARM 2019).

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title = "Adaptive gravitational search algorithm-based compensator for control valve stiction",

abstract = "Control loop performance monitoring and improvement techniques are becoming essential to chemical industries due to the substantial value that they can add in terms of quality, operational cost and asset availability. Valve stiction has been identified as a main cause leading to poor performance of process control loops due to oscillation in the process variable. In this work, Gravitational Search Algorithm (GSA) is used to determine the optimal weights of an adaptive Finite Impulse Response Filter (FIR) that acts as a compensator. Computer simulations case studies were conducted to assess the performance of proposed approach.",

author = "Sami El-Ferik and Muideen Adegoke and Mustafa Al-Naser",

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El-Ferik, S, Adegoke, M & Al-Naser, M 2019, Adaptive gravitational search algorithm-based compensator for control valve stiction. in 2019 4th IEEE International Conference on Advanced Robotics and Mechatronics, ICARM 2019., 8834285, 2019 4th IEEE International Conference on Advanced Robotics and Mechatronics, ICARM 2019, Institute of Electrical and Electronics Engineers Inc., pp. 168-172. https://doi.org/10.1109/ICARM.2019.8834285

Adaptive gravitational search algorithm-based compensator for control valve stiction. / El-Ferik, Sami; Adegoke, Muideen; Al-Naser, Mustafa.
2019 4th IEEE International Conference on Advanced Robotics and Mechatronics, ICARM 2019. Institute of Electrical and Electronics Engineers Inc., 2019. p. 168-172 8834285 (2019 4th IEEE International Conference on Advanced Robotics and Mechatronics, ICARM 2019).

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

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N2 - Control loop performance monitoring and improvement techniques are becoming essential to chemical industries due to the substantial value that they can add in terms of quality, operational cost and asset availability. Valve stiction has been identified as a main cause leading to poor performance of process control loops due to oscillation in the process variable. In this work, Gravitational Search Algorithm (GSA) is used to determine the optimal weights of an adaptive Finite Impulse Response Filter (FIR) that acts as a compensator. Computer simulations case studies were conducted to assess the performance of proposed approach.

AB - Control loop performance monitoring and improvement techniques are becoming essential to chemical industries due to the substantial value that they can add in terms of quality, operational cost and asset availability. Valve stiction has been identified as a main cause leading to poor performance of process control loops due to oscillation in the process variable. In this work, Gravitational Search Algorithm (GSA) is used to determine the optimal weights of an adaptive Finite Impulse Response Filter (FIR) that acts as a compensator. Computer simulations case studies were conducted to assess the performance of proposed approach.

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El-Ferik S, Adegoke M, Al-Naser M. Adaptive gravitational search algorithm-based compensator for control valve stiction. In 2019 4th IEEE International Conference on Advanced Robotics and Mechatronics, ICARM 2019. Institute of Electrical and Electronics Engineers Inc. 2019. p. 168-172. 8834285. (2019 4th IEEE International Conference on Advanced Robotics and Mechatronics, ICARM 2019). doi: 10.1109/ICARM.2019.8834285

Adaptive gravitational search algorithm-based compensator for control valve stiction

Abstract

Publication series

Bibliographical note

ASJC Scopus subject areas

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Cite this