Parameter identification for load frequency control using fuzzy FOPID in power system
Purpose This paper aims to suggest the parameter identification of load frequency controller in power system. Design/methodology/approach The suggested control approach is established using fuzzy logic to design a fractional order load frequency controller. A new suitable control law is developed us...
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Veröffentlicht in: | Compel 2021-10, Vol.40 (4), p.802-821 |
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Hauptverfasser: | , |
Format: | Artikel |
Sprache: | eng |
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Online-Zugang: | Volltext |
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Zusammenfassung: | Purpose
This paper aims to suggest the parameter identification of load frequency controller in power system.
Design/methodology/approach
The suggested control approach is established using fuzzy logic to design a fractional order load frequency controller. A new suitable control law is developed using fuzzy logic, and based on this developed control law, the unknown parameters of the fractional order proportional integral derivative (FOPID) controller are derived using an optimization technique, which is being used by minimizing the integral square error. In addition, to confirm the effectiveness of the proposed control design approach, numerous simulation tests were carried out on an actual single-area power system.
Findings
The obtained results reveal the superiority of the suggested controller as compared to the recently developed controllers with regard to time response specifications and quantifiable indicators. Additionally, the potential of the suggested controller is also observed by improving the load disturbance rejections under plant parametric uncertainty.
Originality/value
To the best of the authors’ knowledge, the work is not published anywhere else. |
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ISSN: | 0332-1649 2054-5606 |
DOI: | 10.1108/COMPEL-04-2020-0159 |