Archimedes Optimization Algorithm Based Selective Harmonic Elimination in a Cascaded H-Bridge Multilevel Inverter

被引:17
|
作者
Khan, Rashid Ahmed [1 ]
Farooqui, Shoeb Azam [1 ]
Sarwar, Mohammad Irfan [2 ]
Ahmad, Seerin [3 ]
Tariq, Mohd [4 ]
Sarwar, Adil [4 ]
Zaid, Mohammad [4 ]
Ahmad, Shafiq [5 ]
Shah Noor Mohamed, Adamali [6 ]
机构
[1] Natl Taiwan Univ Sci & Technol, Dept Elect Engn, Taipei 10607, Taiwan
[2] Univ Grenoble Alpes, Grenoble Inst Technol Ense3, F-38400 Grenoble, France
[3] Texas A&M Univ, Dept Elect Engn & Comp Sci, Kingsville, TX 78363 USA
[4] Aligarh Muslim Univ, ZHCET, Dept Elect Engn, Aligarh 202002, Uttar Pradesh, India
[5] King Saud Univ, Coll Engn, Ind Engn Dept, POB 800, Riyadh 11421, Saudi Arabia
[6] King Saud Univ, Coll Engn, Elect Engn Dept, POB 800, Riyadh 11421, Saudi Arabia
关键词
Archimedes optimization algorithm (AOA); cascaded H-bridge (CHB); modulation index; multi-level inverter (MLI); selective harmonic elimination (SHE); total harmonic distortion (THD); MODULATION; SHE;
D O I
10.3390/su14010310
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This paper presents the Archimedes optimization algorithm to eliminate selective harmonics in a cascaded H-bridge (CHB) multilevel inverter (MLI). The foremost objective of the selective harmonic elimination (SHE) is to eliminate lower order harmonics by finding the optimal switching angle combination which minimizes the objective function containing Total Harmonic Distortion (THD) and other specific harmonic terms. Consequently, the THD is also reduced. In this study, a recently proposed metaheuristic technique named the Archimedes optimization algorithm (AOA) is used to determine the optimal angles corresponding to the 5, 7 and 9 level CHB-MLI. AOA involves equations related to a physical law, the Archimedes Principle. It is based on the idea of a buoyant force acting upward on a body or object that is partially or completely submerged in a fluid, and the upward force is related to the weight of the fluid displaced. This optimization technique has been implemented on CHB-MLI to generate various level outputs, simulated on MATLAB (TM) R2021a version environment software. The simulation results reveal that AOA is a high-performance optimization technique in terms of convergence speed and exploitation-exploration balance and is well-suited to the solution of the SHE problem. Furthermore, the laboratory validated the simulation result on a hardware setup using DSP-TMS320F28379D.
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页数:25
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