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Minimization of total harmonic distortions of cascaded H-bridge multilevel inverter by utilizing bio inspired AI algorithm.

Authors :
Salman, Muhammad
Haq, Inzamam Ul
Ahmad, Tanvir
Ali, Haider
Qamar, Affaq
Basit, Abdul
Khan, Murad
Iqbal, Javed
Source :
EURASIP Journal on Wireless Communications & Networking. 3/20/2020, Vol. 2020 Issue 1, p1-12. 12p.
Publication Year :
2020

Abstract

Minimizing total harmonic distortion (THD) with less system complexity and computation time is a stringent constraint for many power systems. The multilevel inverter can have low THD when switching angles are selected at the fundamental frequency. For low-order harmonic minimization, selective harmonic elimination (SHE) is the most adopted and proficient technique but it involves the non-linear transcendental equations which are very difficult to solve analytically and numerically. This paper proposes a genetic algorithm (GA)-based optimization technique to minimize the THD of cascaded H-bridge multilevel inverter. The GA is the finest approach for solving such complex equations by obtaining optimized switching angles. The switching angles are calculated by the genetic algorithm by solving the nonlinear transcendental equations. This paper has modeled and simulated a five-level inverter in MATLAB Simulink. The THD comparison is carried out between step modulation method and optimization method. The results reveal that THD has been reduced from 17.88 to 16.74% while third and fifth harmonics have been reduced from 3.24%, 3.7% to 0.84% and 3.3%, respectively. The optimization method along with LC filter significantly improves the power quality providing a complete sinusoidal signal for varying load. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
16871472
Volume :
2020
Issue :
1
Database :
Academic Search Index
Journal :
EURASIP Journal on Wireless Communications & Networking
Publication Type :
Academic Journal
Accession number :
142353957
Full Text :
https://doi.org/10.1186/s13638-020-01686-5