Performance Analysis of Fractional Order Fuzzy PID Controller for Hybrid Power System Using WOA

Jayanti Singh; Vijander Singh; Asha Rani; Jyoti Yadav; Vijay Mohan

doi:10.1109/ICOEI.2018.8553785

Performance Analysis of Fractional Order Fuzzy PID Controller for Hybrid Power System Using WOA

Jayanti Singh
, Vijander Singh
, Asha Rani
, Jyoti Yadav
, Vijay Mohan

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

8 Citations (Scopus)

Abstract

This paper presents the operation of hybrid power system with fractional order fuzzy PID controller. Hybrid power system consists of more than one power generating station having renewable and nonrenewable energy resources. In this paper hybrid power system includes Solar PV cell, Wind turbine for power generation and some energy storing devices like ultra-capacitor, battery, flywheel etc. The minimization of frequency deviation is required to maintain constant power flow. A suitable control strategy is required for this purpose. In this paper, PID, Fuzzy PID and Fuzzy FOPID controllers are designed to sustain the constant power flow between load and generation. The Whale optimization algorithm (WOA) is used to tune the controller parameters for maintaining constant power flow. The robustness test is done to know the effect of Ultra capacitor and different types of energy storage elements on hybrid power system. The results show that performance of fuzzy FOPID controller is better than other designed controllers.

Original language	English
Title of host publication	Proceedings of the 2nd International Conference on Trends in Electronics and Informatics, ICOEI 2018
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	976-983
Number of pages	8
ISBN (Electronic)	9781538635704
DOIs	https://doi.org/10.1109/ICOEI.2018.8553785
Publication status	Published - 29-11-2018
Event	2nd International Conference on Trends in Electronics and Informatics, ICOEI 2018 - Tirunelveli, India Duration: 11-05-2018 → 12-05-2018

Publication series

Name	Proceedings of the 2nd International Conference on Trends in Electronics and Informatics, ICOEI 2018

Conference

Conference	2nd International Conference on Trends in Electronics and Informatics, ICOEI 2018
Country/Territory	India
City	Tirunelveli
Period	11-05-18 → 12-05-18

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

All Science Journal Classification (ASJC) codes

Artificial Intelligence
Computer Networks and Communications
Computer Science Applications
Information Systems
Signal Processing

Access to Document

10.1109/ICOEI.2018.8553785

Cite this

Singh, J., Singh, V., Rani, A., Yadav, J., & Mohan, V. (2018). Performance Analysis of Fractional Order Fuzzy PID Controller for Hybrid Power System Using WOA. In Proceedings of the 2nd International Conference on Trends in Electronics and Informatics, ICOEI 2018 (pp. 976-983). Article 8553785 (Proceedings of the 2nd International Conference on Trends in Electronics and Informatics, ICOEI 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICOEI.2018.8553785

Singh, Jayanti ; Singh, Vijander ; Rani, Asha et al. / Performance Analysis of Fractional Order Fuzzy PID Controller for Hybrid Power System Using WOA. Proceedings of the 2nd International Conference on Trends in Electronics and Informatics, ICOEI 2018. Institute of Electrical and Electronics Engineers Inc., 2018. pp. 976-983 (Proceedings of the 2nd International Conference on Trends in Electronics and Informatics, ICOEI 2018).

@inproceedings{4418e5f864154cc3b901ca5d30784078,

title = "Performance Analysis of Fractional Order Fuzzy PID Controller for Hybrid Power System Using WOA",

abstract = "This paper presents the operation of hybrid power system with fractional order fuzzy PID controller. Hybrid power system consists of more than one power generating station having renewable and nonrenewable energy resources. In this paper hybrid power system includes Solar PV cell, Wind turbine for power generation and some energy storing devices like ultra-capacitor, battery, flywheel etc. The minimization of frequency deviation is required to maintain constant power flow. A suitable control strategy is required for this purpose. In this paper, PID, Fuzzy PID and Fuzzy FOPID controllers are designed to sustain the constant power flow between load and generation. The Whale optimization algorithm (WOA) is used to tune the controller parameters for maintaining constant power flow. The robustness test is done to know the effect of Ultra capacitor and different types of energy storage elements on hybrid power system. The results show that performance of fuzzy FOPID controller is better than other designed controllers.",

author = "Jayanti Singh and Vijander Singh and Asha Rani and Jyoti Yadav and Vijay Mohan",

note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 2nd International Conference on Trends in Electronics and Informatics, ICOEI 2018 ; Conference date: 11-05-2018 Through 12-05-2018",

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doi = "10.1109/ICOEI.2018.8553785",

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series = "Proceedings of the 2nd International Conference on Trends in Electronics and Informatics, ICOEI 2018",

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Singh, J, Singh, V, Rani, A, Yadav, J & Mohan, V 2018, Performance Analysis of Fractional Order Fuzzy PID Controller for Hybrid Power System Using WOA. in Proceedings of the 2nd International Conference on Trends in Electronics and Informatics, ICOEI 2018., 8553785, Proceedings of the 2nd International Conference on Trends in Electronics and Informatics, ICOEI 2018, Institute of Electrical and Electronics Engineers Inc., pp. 976-983, 2nd International Conference on Trends in Electronics and Informatics, ICOEI 2018, Tirunelveli, India, 11-05-18. https://doi.org/10.1109/ICOEI.2018.8553785

Performance Analysis of Fractional Order Fuzzy PID Controller for Hybrid Power System Using WOA. / Singh, Jayanti; Singh, Vijander; Rani, Asha et al.
Proceedings of the 2nd International Conference on Trends in Electronics and Informatics, ICOEI 2018. Institute of Electrical and Electronics Engineers Inc., 2018. p. 976-983 8553785 (Proceedings of the 2nd International Conference on Trends in Electronics and Informatics, ICOEI 2018).

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

TY - GEN

T1 - Performance Analysis of Fractional Order Fuzzy PID Controller for Hybrid Power System Using WOA

AU - Singh, Jayanti

AU - Singh, Vijander

AU - Rani, Asha

AU - Yadav, Jyoti

AU - Mohan, Vijay

PY - 2018/11/29

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N2 - This paper presents the operation of hybrid power system with fractional order fuzzy PID controller. Hybrid power system consists of more than one power generating station having renewable and nonrenewable energy resources. In this paper hybrid power system includes Solar PV cell, Wind turbine for power generation and some energy storing devices like ultra-capacitor, battery, flywheel etc. The minimization of frequency deviation is required to maintain constant power flow. A suitable control strategy is required for this purpose. In this paper, PID, Fuzzy PID and Fuzzy FOPID controllers are designed to sustain the constant power flow between load and generation. The Whale optimization algorithm (WOA) is used to tune the controller parameters for maintaining constant power flow. The robustness test is done to know the effect of Ultra capacitor and different types of energy storage elements on hybrid power system. The results show that performance of fuzzy FOPID controller is better than other designed controllers.

AB - This paper presents the operation of hybrid power system with fractional order fuzzy PID controller. Hybrid power system consists of more than one power generating station having renewable and nonrenewable energy resources. In this paper hybrid power system includes Solar PV cell, Wind turbine for power generation and some energy storing devices like ultra-capacitor, battery, flywheel etc. The minimization of frequency deviation is required to maintain constant power flow. A suitable control strategy is required for this purpose. In this paper, PID, Fuzzy PID and Fuzzy FOPID controllers are designed to sustain the constant power flow between load and generation. The Whale optimization algorithm (WOA) is used to tune the controller parameters for maintaining constant power flow. The robustness test is done to know the effect of Ultra capacitor and different types of energy storage elements on hybrid power system. The results show that performance of fuzzy FOPID controller is better than other designed controllers.

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ER -

Singh J, Singh V, Rani A, Yadav J, Mohan V. Performance Analysis of Fractional Order Fuzzy PID Controller for Hybrid Power System Using WOA. In Proceedings of the 2nd International Conference on Trends in Electronics and Informatics, ICOEI 2018. Institute of Electrical and Electronics Engineers Inc. 2018. p. 976-983. 8553785. (Proceedings of the 2nd International Conference on Trends in Electronics and Informatics, ICOEI 2018). doi: 10.1109/ICOEI.2018.8553785

Performance Analysis of Fractional Order Fuzzy PID Controller for Hybrid Power System Using WOA

Abstract

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UN SDGs

All Science Journal Classification (ASJC) codes

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