Investigation and validation of an eleven level symmetric modular multilevel inverter using grey wolf optimization and differential evolution control algorithm for solar PV applications

Purpose: This paper aims to examine the design and control of a symmetric multilevel inverter (MLI) using grey wolf optimization and differential evolution algorithms. Design/methodology/approach: The optimal modulation index along with the switching angles are calculated for an 11 level inverter. H...

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Main Authors: Stonier, A.A., Chinnaraj, G., Kannan, R., Mani, G.
Format: Article
Published: Emerald Group Holdings Ltd. 2021
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85086324105&doi=10.1108%2fCW-12-2019-0197&partnerID=40&md5=79d94b92131668a0cd0a63435f28542c
http://eprints.utp.edu.my/23860/
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spelling my.utp.eprints.238602021-08-19T13:08:30Z Investigation and validation of an eleven level symmetric modular multilevel inverter using grey wolf optimization and differential evolution control algorithm for solar PV applications Stonier, A.A. Chinnaraj, G. Kannan, R. Mani, G. Purpose: This paper aims to examine the design and control of a symmetric multilevel inverter (MLI) using grey wolf optimization and differential evolution algorithms. Design/methodology/approach: The optimal modulation index along with the switching angles are calculated for an 11 level inverter. Harmonics are used to estimate the quality of output voltage and measuring the improvement of the power quality. Findings: The simulation is carried out in MATLAB/Simulink for 11 levels of symmetric MLI and compared with the conventional inverter design. A solar photovoltaic array-based experimental setup is considered to provide the input for symmetric MLI. Field Programmable Gate Array (FPGA) based controller is used to provide the switching pulses for the inverter switches. Originality/value: Attempted to develop a system with different optimization techniques. © 2020, Emerald Publishing Limited. Emerald Group Holdings Ltd. 2021 Article NonPeerReviewed https://www.scopus.com/inward/record.uri?eid=2-s2.0-85086324105&doi=10.1108%2fCW-12-2019-0197&partnerID=40&md5=79d94b92131668a0cd0a63435f28542c Stonier, A.A. and Chinnaraj, G. and Kannan, R. and Mani, G. (2021) Investigation and validation of an eleven level symmetric modular multilevel inverter using grey wolf optimization and differential evolution control algorithm for solar PV applications. Circuit World, 47 (1). pp. 117-127. http://eprints.utp.edu.my/23860/
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Institutional Repository
url_provider http://eprints.utp.edu.my/
description Purpose: This paper aims to examine the design and control of a symmetric multilevel inverter (MLI) using grey wolf optimization and differential evolution algorithms. Design/methodology/approach: The optimal modulation index along with the switching angles are calculated for an 11 level inverter. Harmonics are used to estimate the quality of output voltage and measuring the improvement of the power quality. Findings: The simulation is carried out in MATLAB/Simulink for 11 levels of symmetric MLI and compared with the conventional inverter design. A solar photovoltaic array-based experimental setup is considered to provide the input for symmetric MLI. Field Programmable Gate Array (FPGA) based controller is used to provide the switching pulses for the inverter switches. Originality/value: Attempted to develop a system with different optimization techniques. © 2020, Emerald Publishing Limited.
format Article
author Stonier, A.A.
Chinnaraj, G.
Kannan, R.
Mani, G.
spellingShingle Stonier, A.A.
Chinnaraj, G.
Kannan, R.
Mani, G.
Investigation and validation of an eleven level symmetric modular multilevel inverter using grey wolf optimization and differential evolution control algorithm for solar PV applications
author_facet Stonier, A.A.
Chinnaraj, G.
Kannan, R.
Mani, G.
author_sort Stonier, A.A.
title Investigation and validation of an eleven level symmetric modular multilevel inverter using grey wolf optimization and differential evolution control algorithm for solar PV applications
title_short Investigation and validation of an eleven level symmetric modular multilevel inverter using grey wolf optimization and differential evolution control algorithm for solar PV applications
title_full Investigation and validation of an eleven level symmetric modular multilevel inverter using grey wolf optimization and differential evolution control algorithm for solar PV applications
title_fullStr Investigation and validation of an eleven level symmetric modular multilevel inverter using grey wolf optimization and differential evolution control algorithm for solar PV applications
title_full_unstemmed Investigation and validation of an eleven level symmetric modular multilevel inverter using grey wolf optimization and differential evolution control algorithm for solar PV applications
title_sort investigation and validation of an eleven level symmetric modular multilevel inverter using grey wolf optimization and differential evolution control algorithm for solar pv applications
publisher Emerald Group Holdings Ltd.
publishDate 2021
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85086324105&doi=10.1108%2fCW-12-2019-0197&partnerID=40&md5=79d94b92131668a0cd0a63435f28542c
http://eprints.utp.edu.my/23860/
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score 13.211869