Full-Scale Output Adjustment of CSTR by Feedforward and Feedback Controllers

Ali Almohammedi; Mohammad A. Abido

doi:10.1109/RTSI61910.2024.10761796

Full-Scale Output Adjustment of CSTR by Feedforward and Feedback Controllers

Ali Almohammedi
, Mohammad A. Abido

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

Abstract

Artificial bee colony (ABC) and particle swarm optimization (PSO) heuristic controlling methods are developed and incorporated in the feedforward and feedback controllers of the continuous stirred tank reactor (CSTR) model. The output control is able to track the input reference signal and has the capability of full-scale adjustment from 0% to 100% based on the demand. When the tracking control constant is adjusted to 0%/100%, the output signal is operated at 0%/100% by ignoring the open/closed-loop feedforward/feedback controller and relaying on the closed/open-loop feedback/feedforward controller only. The parameter estimate has a wider scope of pole placement option in compared to the existing RLS design. In the simulation, the proposed heuristic controlling methods were able to reach up to 0.8 pole placement, whereas the existing RLS controller was limited up to 0.5.

Original language	English
Title of host publication	8th IEEE International Forum on Research and Technologies for Society and Industry Innovation, RTSI 2024 - Proceeding
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	226-231
Number of pages	6
ISBN (Electronic)	9798350362138
DOIs	https://doi.org/10.1109/RTSI61910.2024.10761796
State	Published - 2024
Event	8th IEEE International Forum on Research and Technologies for Society and Industry Innovation, RTSI 2024 - Milano, Italy Duration: 18 Sep 2024 → 20 Sep 2024

Publication series

Name	8th IEEE International Forum on Research and Technologies for Society and Industry Innovation, RTSI 2024 - Proceeding

Conference

Conference	8th IEEE International Forum on Research and Technologies for Society and Industry Innovation, RTSI 2024
Country/Territory	Italy
City	Milano
Period	18/09/24 → 20/09/24

Bibliographical note

Publisher Copyright:
© 2024 IEEE.

Keywords

artificial bee colony
continuous stirred tank reactor
full-scale output control
particle swarm optimization
tracking

ASJC Scopus subject areas

Media Technology
Control and Optimization
Modeling and Simulation
Artificial Intelligence
Computer Science Applications
Signal Processing
Energy Engineering and Power Technology

Access to Document

10.1109/RTSI61910.2024.10761796

Cite this

Almohammedi, A., & Abido, M. A. (2024). Full-Scale Output Adjustment of CSTR by Feedforward and Feedback Controllers. In 8th IEEE International Forum on Research and Technologies for Society and Industry Innovation, RTSI 2024 - Proceeding (pp. 226-231). (8th IEEE International Forum on Research and Technologies for Society and Industry Innovation, RTSI 2024 - Proceeding). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/RTSI61910.2024.10761796

Almohammedi, Ali ; Abido, Mohammad A. / Full-Scale Output Adjustment of CSTR by Feedforward and Feedback Controllers. 8th IEEE International Forum on Research and Technologies for Society and Industry Innovation, RTSI 2024 - Proceeding. Institute of Electrical and Electronics Engineers Inc., 2024. pp. 226-231 (8th IEEE International Forum on Research and Technologies for Society and Industry Innovation, RTSI 2024 - Proceeding).

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abstract = "Artificial bee colony (ABC) and particle swarm optimization (PSO) heuristic controlling methods are developed and incorporated in the feedforward and feedback controllers of the continuous stirred tank reactor (CSTR) model. The output control is able to track the input reference signal and has the capability of full-scale adjustment from 0\% to 100\% based on the demand. When the tracking control constant is adjusted to 0\%/100\%, the output signal is operated at 0\%/100\% by ignoring the open/closed-loop feedforward/feedback controller and relaying on the closed/open-loop feedback/feedforward controller only. The parameter estimate has a wider scope of pole placement option in compared to the existing RLS design. In the simulation, the proposed heuristic controlling methods were able to reach up to 0.8 pole placement, whereas the existing RLS controller was limited up to 0.5.",

keywords = "artificial bee colony, continuous stirred tank reactor, full-scale output control, particle swarm optimization, tracking",

author = "Ali Almohammedi and Abido, \{Mohammad A.\}",

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year = "2024",

doi = "10.1109/RTSI61910.2024.10761796",

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series = "8th IEEE International Forum on Research and Technologies for Society and Industry Innovation, RTSI 2024 - Proceeding",

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Almohammedi, A & Abido, MA 2024, Full-Scale Output Adjustment of CSTR by Feedforward and Feedback Controllers. in 8th IEEE International Forum on Research and Technologies for Society and Industry Innovation, RTSI 2024 - Proceeding. 8th IEEE International Forum on Research and Technologies for Society and Industry Innovation, RTSI 2024 - Proceeding, Institute of Electrical and Electronics Engineers Inc., pp. 226-231, 8th IEEE International Forum on Research and Technologies for Society and Industry Innovation, RTSI 2024, Milano, Italy, 18/09/24. https://doi.org/10.1109/RTSI61910.2024.10761796

Full-Scale Output Adjustment of CSTR by Feedforward and Feedback Controllers. / Almohammedi, Ali; Abido, Mohammad A.
8th IEEE International Forum on Research and Technologies for Society and Industry Innovation, RTSI 2024 - Proceeding. Institute of Electrical and Electronics Engineers Inc., 2024. p. 226-231 (8th IEEE International Forum on Research and Technologies for Society and Industry Innovation, RTSI 2024 - Proceeding).

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

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AU - Almohammedi, Ali

AU - Abido, Mohammad A.

PY - 2024

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N2 - Artificial bee colony (ABC) and particle swarm optimization (PSO) heuristic controlling methods are developed and incorporated in the feedforward and feedback controllers of the continuous stirred tank reactor (CSTR) model. The output control is able to track the input reference signal and has the capability of full-scale adjustment from 0% to 100% based on the demand. When the tracking control constant is adjusted to 0%/100%, the output signal is operated at 0%/100% by ignoring the open/closed-loop feedforward/feedback controller and relaying on the closed/open-loop feedback/feedforward controller only. The parameter estimate has a wider scope of pole placement option in compared to the existing RLS design. In the simulation, the proposed heuristic controlling methods were able to reach up to 0.8 pole placement, whereas the existing RLS controller was limited up to 0.5.

AB - Artificial bee colony (ABC) and particle swarm optimization (PSO) heuristic controlling methods are developed and incorporated in the feedforward and feedback controllers of the continuous stirred tank reactor (CSTR) model. The output control is able to track the input reference signal and has the capability of full-scale adjustment from 0% to 100% based on the demand. When the tracking control constant is adjusted to 0%/100%, the output signal is operated at 0%/100% by ignoring the open/closed-loop feedforward/feedback controller and relaying on the closed/open-loop feedback/feedforward controller only. The parameter estimate has a wider scope of pole placement option in compared to the existing RLS design. In the simulation, the proposed heuristic controlling methods were able to reach up to 0.8 pole placement, whereas the existing RLS controller was limited up to 0.5.

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BT - 8th IEEE International Forum on Research and Technologies for Society and Industry Innovation, RTSI 2024 - Proceeding

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Almohammedi A, Abido MA. Full-Scale Output Adjustment of CSTR by Feedforward and Feedback Controllers. In 8th IEEE International Forum on Research and Technologies for Society and Industry Innovation, RTSI 2024 - Proceeding. Institute of Electrical and Electronics Engineers Inc. 2024. p. 226-231. (8th IEEE International Forum on Research and Technologies for Society and Industry Innovation, RTSI 2024 - Proceeding). doi: 10.1109/RTSI61910.2024.10761796

Full-Scale Output Adjustment of CSTR by Feedforward and Feedback Controllers

Abstract

Publication series

Conference

Bibliographical note

Keywords

ASJC Scopus subject areas

Access to Document

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Cite this