Dragonfly Algorithm-Based Optimization for Selective Harmonics Elimination in Cascaded H-Bridge Multilevel Inverters with Statistical Comparison

被引:5
|
作者
Tariq, Muhammad Ayyaz [1 ]
Shami, Umar Tabrez [1 ]
Fakhar, Muhammad Salman [1 ]
Kashif, Syed Abdul Rahman [1 ]
Abbas, Ghulam [2 ]
Ullah, Nasim [3 ]
Mohammad, Alsharef [3 ]
Farrag, Mohamed Emad [4 ]
机构
[1] Univ Engn & Technol, Dept Elect Engn, Lahore 54890, Pakistan
[2] Univ Lahore, Dept Elect Engn, Lahore 54000, Pakistan
[3] Taif Univ, Coll Engn, Dept Elect Engn, Taif 21944, Saudi Arabia
[4] Glasgow Caledonian Univ, Sch Comp Engn & Built Environm C011, 70 Cowcaddens Rd, Glasgow G4 0BA, Lanark, Scotland
关键词
selective harmonics elimination (SHE); cascaded H-bridge (CHB); multilevel inverter (MLI); switching angles; metaheuristic algorithms; dragonfly algorithm (DA); FORMULATION;
D O I
10.3390/en15186826
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Harmonics worsen the quality of electrical signals, hence, there is a need to eliminate them. The test objects under discussion are single-phase versions of cascaded H-bridge (CHB) multilevel inverters (MLIs) whose switching angles are optimized to eliminate specific harmonics. The Dragonfly Algorithm (DA) is used to eradicate low-order harmonics, and its statistical performance is compared to that of many other optimization techniques, including Particle Swarm Optimization (PSO), Accelerated Particle Swarm Optimization (APSO), Differential Evolution (DE), and Grey Wolf Optimization (GWO). Various scenarios of the algorithms' search agent population for inverters with seven, nine, and eleven levels of output voltages are comprehensively addressed in this research. No algorithm shows total dominance in every scenario. The DA is least impacted by the change in dimensions of the narrated problem.
引用
收藏
页数:18
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