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
相关论文
共 50 条
  • [41] Asymmetrical Multilevel Inverter Topology with Reduced Power Semiconductor Devices
    bin Arif, M. Saad
    Ayob, Shahrin Md.
    Salam, Zainal
    2016 IEEE INDUSTRIAL ELECTRONICS AND APPLICATIONS CONFERENCE (IEACON), 2016, : 20 - 25
  • [42] A Symmetrical Multilevel Inverter Topology with Minimal Switch Count and Total Harmonic Distortion
    Janardhan, Kavali
    Mittal, Arvind
    Ojha, Amit
    JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS, 2020, 29 (11)
  • [43] A New Configurable Topology for Multilevel Inverter With Reduced Switching Components
    Siddique, Marif Daula
    Iqbal, Atif
    Memon, Mudasir Ahmed
    Mekhilef, Saad
    IEEE ACCESS, 2020, 8 : 188726 - 188741
  • [44] Novel multilevel inverter topology with low switch count
    Lotfi, Amir
    Maalandish, Mohammad
    Aghaei, Amir
    Samadian, Ataollah
    Fathollahi, Arman
    Hosseini, Seyed Hossein
    Khooban, Mohammad-Hassan
    INTERNATIONAL JOURNAL OF EMERGING ELECTRIC POWER SYSTEMS, 2024, 25 (03) : 305 - 319
  • [45] Reduced Switch Multilevel Inverter Topologies for Renewable Energy Sources
    Sarebanzadeh, Maryam
    Hosseinzadeh, Mohammad Ali
    Garcia, Cristian
    Babaei, Ebrahim
    Islam, Syed
    Rodriguez, Jose
    IEEE ACCESS, 2021, 9 (09): : 120580 - 120595
  • [46] Implementation and Analysis of a 15-Level Inverter Topology With Reduced Switch Count
    Fahad, Mohammad
    Siddique, Marif Daula
    Iqbal, Atif
    Sarwar, Adil
    Mekhilef, Saad
    IEEE ACCESS, 2021, 9 : 40623 - 40634
  • [47] A Highly Resilient Fault Tolerant Topology of Single Phase Multilevel Inverter
    Gautam, Shivam Prakash
    Jalhotra, Manik
    Sahu, Lalit Kumar
    Chander, Allamsetty Hema
    Bhajana, Veera Venkata Subrahmanya Kumar
    IEEE ACCESS, 2023, 11 : 136934 - 136946
  • [48] Simultaneous Selective Harmonic Elimination and THD Minimization for a Single-Phase Multilevel Inverter With Staircase Modulation
    Srndovic, Milan
    Zhetessov, Aidar
    Alizadeh, Tohid
    Familiant, Yakov L.
    Grandi, Gabriele
    Ruderman, Alex
    IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2018, 54 (02) : 1532 - 1541
  • [49] A Method for Minimization the Harmonic Distortions in Three-Phase Inverter Devices
    Ionescu, Gelu
    Paltanea, Gheorghe
    Paltanea, Veronica
    2013 8TH INTERNATIONAL SYMPOSIUM ON ADVANCED TOPICS IN ELECTRICAL ENGINEERING (ATEE), 2013,
  • [50] Novel H-Bridge-Based Topology of Multilevel Inverter With Reduced Number of Devices
    Gautam, Shivam Prakash
    IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN POWER ELECTRONICS, 2019, 7 (04) : 2323 - 2332