Selective Harmonic Elimination in a Multilevel Inverter Using Multi-Criteria Search Enhanced Firefly Algorithm
Author | Khizer, Muhammad |
Author | Liaquat, Sheroze |
Author | Zia, Muhammad Fahad |
Author | Kanukollu, Saikrishna |
Author | Al-Durra, Ahmed |
Author | Muyeen, S. M. |
Available date | 2023-02-26T08:29:57Z |
Publication Date | 2023 |
Publication Name | IEEE Access |
Resource | Scopus |
Abstract | This research paper proposes the new multi-criteria search based enhanced firefly algorithm for solving selective harmonic elimination in a multilevel inverter. This new enhanced firefly utilizes adaptive nature of social and cognitive components to find the global optima. To see the effectiveness of the proposed algorithm and for the evaluation of results, a three phase nine level cascaded multilevel inverter is used. It is compared with existing meta-heuristic algorithms namely particle swarm optimization and firefly algorithm to validate its effectiveness. Crucial parameters for optimization, including population size and number of iterations, are kept same for comparison. For comparison, total harmonic distortion and convergence behaviour of algorithms against various modulation index values are considered. Moreover, results have clearly indicated that the proposed algorithm has surpassed particle swarm optimization and firefly algorithms in terms of convergence behaviour by attaining lower fitness value in lesser number of iterations. Finally, the experimental validation of selective harmonic elimination in multi-level inverter is also performed and analyzed. 2013 IEEE. |
Sponsor | This work was supported by the Khalifa University. |
Language | en |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
Subject | Cascaded H-bridge multilevel inverter firefly algorithm multi-criteria search selective harmonic elimination |
Type | Article |
Pagination | 3706-3716 |
Volume Number | 11 |
Files in this item
This item appears in the following Collection(s)
-
Electrical Engineering [2649 items ]