Performance enhancement of a 15-level reduced-switch MLI through THD reduction using hybrid metaheuristic optimization techniques

This paper aims to minimize total harmonic distortion (THD) in a reduced-switch multilevel inverter using an advanced hybrid optimization framework. A 15-level asymmetric multilevel inverter (MLI) with a binary-weighted (1:2:4) DC source configuration is considered the test platform because it balances power quality and hardware complexity with only seven active switches, three DC sources, and three diodes. While such reduced-switch topologies are not new in the field, their harmonic performance can be critically limited by the selection of the optimal switching angles. To address this issue, Selective Harmonic Elimination Pulse Width Modulation (SHEPWM) has been adopted, where a hybrid metaheuristic optimization algorithm solves the nonlinear transcendental equations- Enhanced Whale Optimization Algorithm (EWOA), Adaptive Particle Swarm Optimization-Newton Raphson (APSO-NR), Particle Swarm Optimization-Genetic Algorithm (PSO-GA) and Harris Hawks-Differential Evolution (HH-DE). The main contribution of this paper is the systematic comparison and implementation of these hybrid algorithms using a single SHEPWM scheme, analyzing their convergence behaviour, statistical performance, and harmonic minimization. From the simulation studies, the HHDDE algorithm achieved the fastest convergence rate and a THD of 5.33%, with current THDs below 3%, ensuring compliance with the IEEE-519 harmonic standards without external filtering.

Authors

Institutions

Publication Details

Journal
Discover Applied Sciences
Published
2026-07-25
DOI
https://doi.org/10.1007/s42452-026-09257-x
Primary Topic
Multilevel Inverters and Converters
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Performance enhancement of a 15-level reduced-switch MLI through THD reduction using hybrid metaheuristic optimization techniques

Devineni Gireesh Kumar, D S Naga Malleswara Rao, M. Krishna Chaitanya, Ranjith Kumar Gatla et al.
Discover Applied Sciences
Multilevel Inverters and Converters
article

Performance enhancement of a 15-level reduced-switch MLI through THD reduction using hybrid metaheuristic optimization techniques

Devineni Gireesh Kumar, D S Naga Malleswara Rao, M. Krishna Chaitanya, Ranjith Kumar Gatla, Nagineni Venkata Sireesha, Venkataramana Guntreddi
article en

Abstract

This paper aims to minimize total harmonic distortion (THD) in a reduced-switch multilevel inverter using an advanced hybrid optimization framework. A 15-level asymmetric multilevel inverter (MLI) with a binary-weighted (1:2:4) DC source configuration is considered the test platform because it balances power quality and hardware complexity with only seven active switches, three DC sources, and three diodes. While such reduced-switch topologies are not new in the field, their harmonic performance can be critically limited by the selection of the optimal switching angles. To address this issue, Selective Harmonic Elimination Pulse Width Modulation (SHEPWM) has been adopted, where a hybrid metaheuristic optimization algorithm solves the nonlinear transcendental equations- Enhanced Whale Optimization Algorithm (EWOA), Adaptive Particle Swarm Optimization-Newton Raphson (APSO-NR), Particle Swarm Optimization-Genetic Algorithm (PSO-GA) and Harris Hawks-Differential Evolution (HH-DE). The main contribution of this paper is the systematic comparison and implementation of these hybrid algorithms using a single SHEPWM scheme, analyzing their convergence behaviour, statistical performance, and harmonic minimization. From the simulation studies, the HHDDE algorithm achieved the fastest convergence rate and a THD of 5.33%, with current THDs below 3%, ensuring compliance with the IEEE-519 harmonic standards without external filtering.

Discover Applied Sciences
Symbiosis International University (IN), Kampala International University (UG), Institute of Public Enterprise (IN), Gwangju Institute of Science and Technology (KR), Advanced Numerical Research and Analysis Group (IN), International Institute of Information Technology, Hyderabad (IN)
Openalex Percentile: Top 15%
Multilevel Inverters and Converters
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.