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SEIG-based transient- and steady-state analysis using dragon fly approach.
- Source :
-
Soft Computing - A Fusion of Foundations, Methodologies & Applications . Mar2023, Vol. 27 Issue 6, p2993-3005. 13p. - Publication Year :
- 2023
-
Abstract
- Induction generators have acquired significant notoriety in latest years owing to the reality that they have several benefits over other kinds of electrical generators such as standard synchronous generators. In this article, an equal SEIG mathematical model relying on circuit loop impedance technique is practiced. In order to attain the frequency and an unknown SEIG parameter, the goal of optimization is to diminish the full equivalent circuit impedance of the generator. An approach employing Dragonfly algorithm for the steady- and transient-state analysis of single-phase self-excited induction generator has been presented. Along with this, PID controller is utilized for efficient control. This research mainly involves using this novel algorithm to address the SEIG steady-state issue of optimization. The modeling layout of the suggested power algorithm is indicated and the simulation outcomes of the SEIG scheme are provided to validate change in voltage, harmonic mitigation and rapid response of the algorithm proposed. In a MATLAB/Simulink system, the suggested SEIG model technique is performed. The proposed dragon fly technique is compared with the existing methods such as Firefly Algorithm and Elephant Herding Optimization methods that are used to validate the efficiency. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 14327643
- Volume :
- 27
- Issue :
- 6
- Database :
- Academic Search Index
- Journal :
- Soft Computing - A Fusion of Foundations, Methodologies & Applications
- Publication Type :
- Academic Journal
- Accession number :
- 162077981
- Full Text :
- https://doi.org/10.1007/s00500-022-07458-1