A Constant Flow Air Sampler Based on Interval Type-2 Fuzzy PID Controller

Bojin Shang; Yaping Dai; Sijie Yin

doi:10.1109/CCDC58219.2023.10327276

A Constant Flow Air Sampler Based on Interval Type-2 Fuzzy PID Controller

Bojin Shang, Yaping Dai, Sijie Yin^*

^*Corresponding author for this work

School of Automation

Beijing Institute of Technology

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

Abstract

A constant flow air sampler with closed-loop control is designed to increase the accuracy of pollutant detection. Orifice plate and differential pressure sensor are used as the flow measurement device instead of float flow meter. To improve the adaptability of the air sampler to various flow rates and collection devices, the air sampler is equipped with an interval type-2 fuzzy PID controller. The simulation results show that in comparison to fuzzy PID controller and PID controller, the interval type-2 fuzzy PID controller performs better. The experiments on the real air sampler system show that the interval type-2 fuzzy PID controller has better performance under different flow rates and different loads than traditional PID controller.

Original language	English
Title of host publication	Proceedings of the 35th Chinese Control and Decision Conference, CCDC 2023
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	2103-2110
Number of pages	8
ISBN (Electronic)	9798350334722
DOIs	https://doi.org/10.1109/CCDC58219.2023.10327276
Publication status	Published - 2023
Event	35th Chinese Control and Decision Conference, CCDC 2023 - Yichang, China Duration: 20 May 2023 → 22 May 2023

Publication series

Name	Proceedings of the 35th Chinese Control and Decision Conference, CCDC 2023

Conference

Conference	35th Chinese Control and Decision Conference, CCDC 2023
Country/Territory	China
City	Yichang
Period	20/05/23 → 22/05/23

Keywords

Air Sampler
Constant Flow Control
Interval Type-2 Fuzzy System

Access to Document

10.1109/CCDC58219.2023.10327276

Cite this

Shang, B., Dai, Y., & Yin, S. (2023). A Constant Flow Air Sampler Based on Interval Type-2 Fuzzy PID Controller. In Proceedings of the 35th Chinese Control and Decision Conference, CCDC 2023 (pp. 2103-2110). (Proceedings of the 35th Chinese Control and Decision Conference, CCDC 2023). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CCDC58219.2023.10327276

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title = "A Constant Flow Air Sampler Based on Interval Type-2 Fuzzy PID Controller",

abstract = "A constant flow air sampler with closed-loop control is designed to increase the accuracy of pollutant detection. Orifice plate and differential pressure sensor are used as the flow measurement device instead of float flow meter. To improve the adaptability of the air sampler to various flow rates and collection devices, the air sampler is equipped with an interval type-2 fuzzy PID controller. The simulation results show that in comparison to fuzzy PID controller and PID controller, the interval type-2 fuzzy PID controller performs better. The experiments on the real air sampler system show that the interval type-2 fuzzy PID controller has better performance under different flow rates and different loads than traditional PID controller.",

keywords = "Air Sampler, Constant Flow Control, Interval Type-2 Fuzzy System",

author = "Bojin Shang and Yaping Dai and Sijie Yin",

note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 35th Chinese Control and Decision Conference, CCDC 2023 ; Conference date: 20-05-2023 Through 22-05-2023",

year = "2023",

doi = "10.1109/CCDC58219.2023.10327276",

language = "English",

series = "Proceedings of the 35th Chinese Control and Decision Conference, CCDC 2023",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

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address = "United States",

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Shang, B, Dai, Y & Yin, S 2023, A Constant Flow Air Sampler Based on Interval Type-2 Fuzzy PID Controller. in Proceedings of the 35th Chinese Control and Decision Conference, CCDC 2023. Proceedings of the 35th Chinese Control and Decision Conference, CCDC 2023, Institute of Electrical and Electronics Engineers Inc., pp. 2103-2110, 35th Chinese Control and Decision Conference, CCDC 2023, Yichang, China, 20/05/23. https://doi.org/10.1109/CCDC58219.2023.10327276

A Constant Flow Air Sampler Based on Interval Type-2 Fuzzy PID Controller. / Shang, Bojin; Dai, Yaping; Yin, Sijie.
Proceedings of the 35th Chinese Control and Decision Conference, CCDC 2023. Institute of Electrical and Electronics Engineers Inc., 2023. p. 2103-2110 (Proceedings of the 35th Chinese Control and Decision Conference, CCDC 2023).

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

TY - GEN

T1 - A Constant Flow Air Sampler Based on Interval Type-2 Fuzzy PID Controller

AU - Shang, Bojin

AU - Dai, Yaping

AU - Yin, Sijie

PY - 2023

Y1 - 2023

N2 - A constant flow air sampler with closed-loop control is designed to increase the accuracy of pollutant detection. Orifice plate and differential pressure sensor are used as the flow measurement device instead of float flow meter. To improve the adaptability of the air sampler to various flow rates and collection devices, the air sampler is equipped with an interval type-2 fuzzy PID controller. The simulation results show that in comparison to fuzzy PID controller and PID controller, the interval type-2 fuzzy PID controller performs better. The experiments on the real air sampler system show that the interval type-2 fuzzy PID controller has better performance under different flow rates and different loads than traditional PID controller.

AB - A constant flow air sampler with closed-loop control is designed to increase the accuracy of pollutant detection. Orifice plate and differential pressure sensor are used as the flow measurement device instead of float flow meter. To improve the adaptability of the air sampler to various flow rates and collection devices, the air sampler is equipped with an interval type-2 fuzzy PID controller. The simulation results show that in comparison to fuzzy PID controller and PID controller, the interval type-2 fuzzy PID controller performs better. The experiments on the real air sampler system show that the interval type-2 fuzzy PID controller has better performance under different flow rates and different loads than traditional PID controller.

KW - Air Sampler

KW - Constant Flow Control

KW - Interval Type-2 Fuzzy System

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M3 - Conference contribution

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T3 - Proceedings of the 35th Chinese Control and Decision Conference, CCDC 2023

SP - 2103

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BT - Proceedings of the 35th Chinese Control and Decision Conference, CCDC 2023

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A Constant Flow Air Sampler Based on Interval Type-2 Fuzzy PID Controller

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