Improvement of linear distillation column control performance using fuzzy self-tuning PI controller

Abdul Wahid; Shafira Anandita; Muhammad Fathi Fadlian; Albert Harazaki Mendrofa

doi:10.1063/5.0014060

Improvement of linear distillation column control performance using fuzzy self-tuning PI controller

Abdul Wahid, Shafira Anandita, Muhammad Fathi Fadlian, Albert Harazaki Mendrofa

Department of Chemical Engineering

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

Abstract

PI and PID controllers are usually found to provide poor performance for high-order, nonlinear processes, and multiple-input and multiple-output (MIMO) systems with strong loop interactions. One of the most common multivariable system found is the distillation column. In this study, a new structure of fuzzy self-tuning PI (fuzzy-PI) controller for distillation column is proposed. The values of Kp and Ki are initially tuned with Ziegler-Nichols closed loop method and are always updated based on the system's condition. With the self-tuning structure, the fuzzy-PI controller improves the conventional PI controller in terms of the linear distillation column control performance. The controllers' performance are tested by XD and XB set point change and XF disturbance change.

Original language	English
Title of host publication	4th International Tropical Renewable Energy Conference, i-TREC 2019
Editors	Eny Kusrini, I. Gde Dharma Nugraha
Publisher	American Institute of Physics Inc.
ISBN (Electronic)	9780735420144
DOIs	https://doi.org/10.1063/5.0014060
Publication status	Published - 3 Sept 2020
Event	4th International Tropical Renewable Energy Conference 2019, i-TREC 2019 - Bali, Indonesia Duration: 14 Aug 2019 → 16 Aug 2019

Publication series

Name	AIP Conference Proceedings
Volume	2255
ISSN (Print)	0094-243X
ISSN (Electronic)	1551-7616

Conference

Conference	4th International Tropical Renewable Energy Conference 2019, i-TREC 2019
Country/Territory	Indonesia
City	Bali
Period	14/08/19 → 16/08/19

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10.1063/5.0014060

Cite this

Wahid, A., Anandita, S., Fadlian, M. F., & Mendrofa, A. H. (2020). Improvement of linear distillation column control performance using fuzzy self-tuning PI controller. In E. Kusrini, & I. G. D. Nugraha (Eds.), 4th International Tropical Renewable Energy Conference, i-TREC 2019 Article 0300611 (AIP Conference Proceedings; Vol. 2255). American Institute of Physics Inc.. https://doi.org/10.1063/5.0014060

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title = "Improvement of linear distillation column control performance using fuzzy self-tuning PI controller",

abstract = "PI and PID controllers are usually found to provide poor performance for high-order, nonlinear processes, and multiple-input and multiple-output (MIMO) systems with strong loop interactions. One of the most common multivariable system found is the distillation column. In this study, a new structure of fuzzy self-tuning PI (fuzzy-PI) controller for distillation column is proposed. The values of Kp and Ki are initially tuned with Ziegler-Nichols closed loop method and are always updated based on the system's condition. With the self-tuning structure, the fuzzy-PI controller improves the conventional PI controller in terms of the linear distillation column control performance. The controllers' performance are tested by XD and XB set point change and XF disturbance change. ",

author = "Abdul Wahid and Shafira Anandita and Fadlian, {Muhammad Fathi} and Mendrofa, {Albert Harazaki}",

note = "Publisher Copyright: {\textcopyright} 2020 Author(s).; 4th International Tropical Renewable Energy Conference 2019, i-TREC 2019 ; Conference date: 14-08-2019 Through 16-08-2019",

year = "2020",

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doi = "10.1063/5.0014060",

language = "English",

series = "AIP Conference Proceedings",

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Wahid, A, Anandita, S, Fadlian, MF & Mendrofa, AH 2020, Improvement of linear distillation column control performance using fuzzy self-tuning PI controller. in E Kusrini & IGD Nugraha (eds), 4th International Tropical Renewable Energy Conference, i-TREC 2019., 0300611, AIP Conference Proceedings, vol. 2255, American Institute of Physics Inc., 4th International Tropical Renewable Energy Conference 2019, i-TREC 2019, Bali, Indonesia, 14/08/19. https://doi.org/10.1063/5.0014060

Improvement of linear distillation column control performance using fuzzy self-tuning PI controller. / Wahid, Abdul; Anandita, Shafira; Fadlian, Muhammad Fathi et al.
4th International Tropical Renewable Energy Conference, i-TREC 2019. ed. / Eny Kusrini; I. Gde Dharma Nugraha. American Institute of Physics Inc., 2020. 0300611 (AIP Conference Proceedings; Vol. 2255).

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

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AB - PI and PID controllers are usually found to provide poor performance for high-order, nonlinear processes, and multiple-input and multiple-output (MIMO) systems with strong loop interactions. One of the most common multivariable system found is the distillation column. In this study, a new structure of fuzzy self-tuning PI (fuzzy-PI) controller for distillation column is proposed. The values of Kp and Ki are initially tuned with Ziegler-Nichols closed loop method and are always updated based on the system's condition. With the self-tuning structure, the fuzzy-PI controller improves the conventional PI controller in terms of the linear distillation column control performance. The controllers' performance are tested by XD and XB set point change and XF disturbance change.

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Improvement of linear distillation column control performance using fuzzy self-tuning PI controller

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