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IMC-PID controller with fractional-order filter for steam distillation essential oil extraction process / Siti Nur Hasinah Johari

One of the main compounds in the pharmaceutical, food and perfumery industries is essential oil. Essential oil is volatile and sensitive to excess heat. Many studies had shown that the major influence of the quality of essential oil is the temperature during the extraction process. In this study, th...

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محفوظ في:
التفاصيل البيبلوغرافية
المؤلف الرئيسي: Johari, Siti Nur Hasinah
التنسيق: أطروحة
اللغة:English
منشور في: 2021
الموضوعات:
Extraction (Chemistry)
الوصول للمادة أونلاين:https://ir.uitm.edu.my/id/eprint/60179/1/60179.pdf
https://ir.uitm.edu.my/id/eprint/60179/
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id my.uitm.ir.60179
record_format eprints
spelling my.uitm.ir.601792022-05-24T01:54:09Z https://ir.uitm.edu.my/id/eprint/60179/ IMC-PID controller with fractional-order filter for steam distillation essential oil extraction process / Siti Nur Hasinah Johari Johari, Siti Nur Hasinah Extraction (Chemistry) One of the main compounds in the pharmaceutical, food and perfumery industries is essential oil. Essential oil is volatile and sensitive to excess heat. Many studies had shown that the major influence of the quality of essential oil is the temperature during the extraction process. In this study, the steam distillation method had been considered. Steam distillation is a separation process for temperature-sensitive substances where the steam is injected into the plant to release the aromatic molecules. The steam needs to be maintained at a certain range of temperature to give a satisfactory quality of the essential oil. In order to maintain the desired steam temperature, this study proposed an Internal Model Control (IMC) based PID with fractional-order filter (IMC-PID FOF) as a controller to control the temperature during extracting the essential oil. IMC is a model-based control structure where the process model and the internal model are assumed identical. The assumption of equality in both processes contributes to the ability of disturbance estimation. In the development of the IMC, there are two parts involved where the first part is the internal model of the plant and the second part is the control filter that affects the IMC controller's response which has proven to be robust when used in the control loop of common industrial processes. The implementation of a fractional-order filter cascaded to the IMC controller may enhance the system robustness to process gain with its iso-damping properties. This study was conducted by simulation using MATLAB R2018a. The comparison in terms of step test, set point change test and load disturbance rejection test between the proposed IMC-PID FOF, IMC-PID and IMC based PI Improved (IMC-PIIM) controllers were conducted. The results indicated that the IMC-PID FOF controller produced the best response in all tests where the transient is faster with minimal overshoot below 3%. The proposed controller did also respond well to an external disturbance which injected during simulation where it had the fastest recovery time of 198.70 seconds. 2021-08 Thesis NonPeerReviewed text en https://ir.uitm.edu.my/id/eprint/60179/1/60179.pdf (2021) IMC-PID controller with fractional-order filter for steam distillation essential oil extraction process / Siti Nur Hasinah Johari. Masters thesis, thesis, Universiti Teknologi MARA.
institution Universiti Teknologi Mara
building Tun Abdul Razak Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Mara
content_source UiTM Institutional Repository
url_provider http://ir.uitm.edu.my/
language English
topic Extraction (Chemistry)
spellingShingle Extraction (Chemistry)
Johari, Siti Nur Hasinah
IMC-PID controller with fractional-order filter for steam distillation essential oil extraction process / Siti Nur Hasinah Johari
description One of the main compounds in the pharmaceutical, food and perfumery industries is essential oil. Essential oil is volatile and sensitive to excess heat. Many studies had shown that the major influence of the quality of essential oil is the temperature during the extraction process. In this study, the steam distillation method had been considered. Steam distillation is a separation process for temperature-sensitive substances where the steam is injected into the plant to release the aromatic molecules. The steam needs to be maintained at a certain range of temperature to give a satisfactory quality of the essential oil. In order to maintain the desired steam temperature, this study proposed an Internal Model Control (IMC) based PID with fractional-order filter (IMC-PID FOF) as a controller to control the temperature during extracting the essential oil. IMC is a model-based control structure where the process model and the internal model are assumed identical. The assumption of equality in both processes contributes to the ability of disturbance estimation. In the development of the IMC, there are two parts involved where the first part is the internal model of the plant and the second part is the control filter that affects the IMC controller's response which has proven to be robust when used in the control loop of common industrial processes. The implementation of a fractional-order filter cascaded to the IMC controller may enhance the system robustness to process gain with its iso-damping properties. This study was conducted by simulation using MATLAB R2018a. The comparison in terms of step test, set point change test and load disturbance rejection test between the proposed IMC-PID FOF, IMC-PID and IMC based PI Improved (IMC-PIIM) controllers were conducted. The results indicated that the IMC-PID FOF controller produced the best response in all tests where the transient is faster with minimal overshoot below 3%. The proposed controller did also respond well to an external disturbance which injected during simulation where it had the fastest recovery time of 198.70 seconds.
format Thesis
author Johari, Siti Nur Hasinah
author_facet Johari, Siti Nur Hasinah
author_sort Johari, Siti Nur Hasinah
title IMC-PID controller with fractional-order filter for steam distillation essential oil extraction process / Siti Nur Hasinah Johari
title_short IMC-PID controller with fractional-order filter for steam distillation essential oil extraction process / Siti Nur Hasinah Johari
title_full IMC-PID controller with fractional-order filter for steam distillation essential oil extraction process / Siti Nur Hasinah Johari
title_fullStr IMC-PID controller with fractional-order filter for steam distillation essential oil extraction process / Siti Nur Hasinah Johari
title_full_unstemmed IMC-PID controller with fractional-order filter for steam distillation essential oil extraction process / Siti Nur Hasinah Johari
title_sort imc-pid controller with fractional-order filter for steam distillation essential oil extraction process / siti nur hasinah johari
publishDate 2021
url https://ir.uitm.edu.my/id/eprint/60179/1/60179.pdf
https://ir.uitm.edu.my/id/eprint/60179/
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score 13.251813

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