Hybrid Optimization Based Harmonic Minimization in Three Phase Multilevel Inverter With Reduced Switch Topology

被引:0
|
作者
Yabalar, Mehmet Halil [1 ]
Ercelebi, Ergun [2 ]
机构
[1] Hasan Kalyoncu Univ, Dept Elect & Elect Engn, TR-27010 Gaziantep, Turkiye
[2] Gaziantep Univ, Dept Elect & Elect Engn, TR-27310 Gaziantep, Turkiye
来源
IEEE ACCESS | 2024年 / 12卷
关键词
Switches; Harmonic analysis; Topology; Optimization; Voltage; Multilevel inverters; Switching loss; Whale optimization algorithms; Teaching-learning based optimization (TLBO); whale optimization algorithm (WOA); selective harmonic elimination (SHE); reduced switch topology; multilevel inverter (MLI); total harmonic distortion (THD); modulation index; ELIMINATION; ALGORITHM; REDUCTION; DESIGN; PWM; THD;
D O I
10.1109/ACCESS.2024.3401730
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This study presents an innovative hybrid optimization approach that combines teaching-learning based optimization (TLBO) with the whale optimization algorithm (WOA) for selective harmonic elimination (SHE) technique in a modified reduced switch topology three phase multilevel inverter (MLI). The proposed topology requires fewer switches than a conventional cascaded H-bridge MLI and another reduced switch topology in a single phase MLI. Once applied to an 11-level inverter, this hybrid strategy effectively tackles the issues of harmonic reduction and total harmonic distortion (THD) on the line-to-line voltage, significantly improving the quality of the output power through the optimal determination of switching angles. The study leverages the TLBO and WOA to solve the non-linear set of equations associated with the SHE controls technique, aiming to overcome the limitations of classical methods prone to local optimal solutions and dependent on initial controlling parameters. This method has been performed in two steps, during the first step TLBO has been executed and in the next step the solutions derived from TLBO has been used as an initial guess for WOA which ensures the attainment of the precisely converged solution. By using MATLAB (R)/Simulink software environment, the performance of the hybrid TLBO with WOA method has been simulated and benchmarked against traditional standalone metaheuristic techniques. The simulation results reveal that proposed hybrid approach becomes advantageous in terms of SHE and output voltage quality across various modulation indices. The experimental results verified that the proposed algorithm has been validated through the implementation of a three-phase 11-level inverter. This study highlights the significant potential of the hybrid optimization method in progressing harmonic minimization techniques within the multilevel inverters.
引用
收藏
页码:71010 / 71023
页数:14
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