Input-output scaling factors tuning of type-2 fuzzy PID controller using multi-objective optimization technique
2023
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Authors
Sabahi, KamranZhang, Chunwei
Kausar, Nasreen
Mohammadzadeh, Ardashir
Pamučar, Dragan
Mosavi, Amir H.
Article (Published version)
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The PID controller is a popular controller that is widely used in various industrial applications. On the other hand, the control problems in microgrids (MGs) are so challenging, because of natural disturbances such as wind speed changes, load variation, and changes in other sources. This paper proposes an input-output scaling factor tuning of interval type-2 fuzzy (IT2F) PID controller using a multi-objective optimization technique. The suggested controller is applied to an MG frequency regulation problem. In the introduced controller the effect of variations of renewable energies (REs) scheme, some factors such as least overshoot, and minimum settling/rising time are considered. achieved, such that the frequency trajectory shows the desired overshoot, and settling/rising time.
Keywords:
type-2 fuzzy logic / settling / self-structuring / rising time / PID / overshoot / fuzzy controllerSource:
AIMS Mathematics, 2023, 8, 4, 7917-7932Publisher:
- Amer Inst Mathematical Sciences-Aims, Springfield
Funding / projects:
- Ministry of Science and Technology of China [2019YFE0112400]
- Department of Science and Technology of Shandong Province [2021CXGC011204]
DOI: 10.3934/math.2023399
ISSN: 2473-6988
WoS: 000930508000008
Scopus: 2-s2.0-85147672320
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Fakultet organizacionih naukaTY - JOUR AU - Sabahi, Kamran AU - Zhang, Chunwei AU - Kausar, Nasreen AU - Mohammadzadeh, Ardashir AU - Pamučar, Dragan AU - Mosavi, Amir H. PY - 2023 UR - https://rfos.fon.bg.ac.rs/handle/123456789/2459 AB - The PID controller is a popular controller that is widely used in various industrial applications. On the other hand, the control problems in microgrids (MGs) are so challenging, because of natural disturbances such as wind speed changes, load variation, and changes in other sources. This paper proposes an input-output scaling factor tuning of interval type-2 fuzzy (IT2F) PID controller using a multi-objective optimization technique. The suggested controller is applied to an MG frequency regulation problem. In the introduced controller the effect of variations of renewable energies (REs) scheme, some factors such as least overshoot, and minimum settling/rising time are considered. achieved, such that the frequency trajectory shows the desired overshoot, and settling/rising time. PB - Amer Inst Mathematical Sciences-Aims, Springfield T2 - AIMS Mathematics T1 - Input-output scaling factors tuning of type-2 fuzzy PID controller using multi-objective optimization technique EP - 7932 IS - 4 SP - 7917 VL - 8 DO - 10.3934/math.2023399 UR - conv_2842 ER -
@article{ author = "Sabahi, Kamran and Zhang, Chunwei and Kausar, Nasreen and Mohammadzadeh, Ardashir and Pamučar, Dragan and Mosavi, Amir H.", year = "2023", abstract = "The PID controller is a popular controller that is widely used in various industrial applications. On the other hand, the control problems in microgrids (MGs) are so challenging, because of natural disturbances such as wind speed changes, load variation, and changes in other sources. This paper proposes an input-output scaling factor tuning of interval type-2 fuzzy (IT2F) PID controller using a multi-objective optimization technique. The suggested controller is applied to an MG frequency regulation problem. In the introduced controller the effect of variations of renewable energies (REs) scheme, some factors such as least overshoot, and minimum settling/rising time are considered. achieved, such that the frequency trajectory shows the desired overshoot, and settling/rising time.", publisher = "Amer Inst Mathematical Sciences-Aims, Springfield", journal = "AIMS Mathematics", title = "Input-output scaling factors tuning of type-2 fuzzy PID controller using multi-objective optimization technique", pages = "7932-7917", number = "4", volume = "8", doi = "10.3934/math.2023399", url = "conv_2842" }
Sabahi, K., Zhang, C., Kausar, N., Mohammadzadeh, A., Pamučar, D.,& Mosavi, A. H.. (2023). Input-output scaling factors tuning of type-2 fuzzy PID controller using multi-objective optimization technique. in AIMS Mathematics Amer Inst Mathematical Sciences-Aims, Springfield., 8(4), 7917-7932. https://doi.org/10.3934/math.2023399 conv_2842
Sabahi K, Zhang C, Kausar N, Mohammadzadeh A, Pamučar D, Mosavi AH. Input-output scaling factors tuning of type-2 fuzzy PID controller using multi-objective optimization technique. in AIMS Mathematics. 2023;8(4):7917-7932. doi:10.3934/math.2023399 conv_2842 .
Sabahi, Kamran, Zhang, Chunwei, Kausar, Nasreen, Mohammadzadeh, Ardashir, Pamučar, Dragan, Mosavi, Amir H., "Input-output scaling factors tuning of type-2 fuzzy PID controller using multi-objective optimization technique" in AIMS Mathematics, 8, no. 4 (2023):7917-7932, https://doi.org/10.3934/math.2023399 ., conv_2842 .