Show simple item record

AuthorKhizer, Muhammad
AuthorLiaquat, Sheroze
AuthorZia, Muhammad Fahad
AuthorKanukollu, Saikrishna
AuthorAl-Durra, Ahmed
AuthorMuyeen, S. M.
Available date2023-02-26T08:29:57Z
Publication Date2023
Publication NameIEEE Access
ResourceScopus
URIhttp://dx.doi.org/10.1109/ACCESS.2023.3234918
URIhttp://hdl.handle.net/10576/40362
AbstractThis 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.
SponsorThis work was supported by the Khalifa University.
Languageen
PublisherInstitute of Electrical and Electronics Engineers Inc.
SubjectCascaded H-bridge multilevel inverter
firefly algorithm
multi-criteria search
selective harmonic elimination
TitleSelective Harmonic Elimination in a Multilevel Inverter Using Multi-Criteria Search Enhanced Firefly Algorithm
TypeArticle
Pagination3706-3716
Volume Number11
dc.accessType Open Access


Files in this item

Thumbnail

This item appears in the following Collection(s)

Show simple item record