Reptile Search Algorithm (RSA)-Based Selective Harmonic Elimination Technique in Packed E-Cell (PEC-9) Inverter
The multilevel inverters (MLIs) are capable of handling large quantities of power and generating high-quality output voltages. Consequently, the size of the filters is reduced, and the circuitry is simplified. As a result, they have a diverse range of uses in the industrial sector, especially in sma...
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description | The multilevel inverters (MLIs) are capable of handling large quantities of power and generating high-quality output voltages. Consequently, the size of the filters is reduced, and the circuitry is simplified. As a result, they have a diverse range of uses in the industrial sector, especially in smart grids. The input voltage boosting feature is required to utilize the MLI with renewable energy. In addition, a large number of components are required to attain higher output voltage levels, which increases the cost of the circuit and weight. A variety of MLI topologies have been identified to reduce losses, device quantity, and device ratings. The selective harmonic elimination (SHE) approaches reduce distinct lower order harmonics by computing the ideal switching angles. This research presents a nine–level Packed E–Cell (PEC–9) inverter that uses selective harmonic elimination to eliminate total harmonic distortion. In order to calculate the best switching angle, the reptile search algorithm (RSA) is implemented in this paper, a nature–inspired metaheuristic algorithm inspired by the hunting behavior of the crocodile. The hunting behavior of crocodiles is implemented in two main steps: the first is encircling, which is accomplished by belly walking or high walking, and the second is hunting, which is accomplished by hunting cooperation or hunting coordination. In this technique, nonlinear transcendental equations have been solved. The simulation was run in the MATLAB R2021b software environment. The simulation results suggest that the RSA outperforms the other metaheuristic algorithms. Furthermore, the simulation result was validated on a hardware setup using DSP–TMS320F28379D in the laboratory. |
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Consequently, the size of the filters is reduced, and the circuitry is simplified. As a result, they have a diverse range of uses in the industrial sector, especially in smart grids. The input voltage boosting feature is required to utilize the MLI with renewable energy. In addition, a large number of components are required to attain higher output voltage levels, which increases the cost of the circuit and weight. A variety of MLI topologies have been identified to reduce losses, device quantity, and device ratings. The selective harmonic elimination (SHE) approaches reduce distinct lower order harmonics by computing the ideal switching angles. This research presents a nine–level Packed E–Cell (PEC–9) inverter that uses selective harmonic elimination to eliminate total harmonic distortion. In order to calculate the best switching angle, the reptile search algorithm (RSA) is implemented in this paper, a nature–inspired metaheuristic algorithm inspired by the hunting behavior of the crocodile. The hunting behavior of crocodiles is implemented in two main steps: the first is encircling, which is accomplished by belly walking or high walking, and the second is hunting, which is accomplished by hunting cooperation or hunting coordination. In this technique, nonlinear transcendental equations have been solved. The simulation was run in the MATLAB R2021b software environment. The simulation results suggest that the RSA outperforms the other metaheuristic algorithms. Furthermore, the simulation result was validated on a hardware setup using DSP–TMS320F28379D in the laboratory.</description><identifier>ISSN: 2227-9717</identifier><identifier>EISSN: 2227-9717</identifier><identifier>DOI: 10.3390/pr10081615</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Algorithms ; Circuits ; Cooperation ; Crocodiles ; Electric potential ; Genetic algorithms ; Harmonic distortion ; Heuristic methods ; Hunting ; Inverters ; Mathematical functions ; Optimization algorithms ; Optimization techniques ; Population ; Power ; Predatory behavior ; Reptiles ; Search algorithms ; Simulation ; Smart grid ; Switching ; Topology ; Voltage</subject><ispartof>Processes, 2022-08, Vol.10 (8), p.1615</ispartof><rights>2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c295t-3c262199a42c189992eddb4b2cf29abb9b8368bc724559194680679d01e51ec83</citedby><cites>FETCH-LOGICAL-c295t-3c262199a42c189992eddb4b2cf29abb9b8368bc724559194680679d01e51ec83</cites><orcidid>0000-0002-2262-3132 ; 0000-0002-7194-0038 ; 0000-0002-0752-5307 ; 0000-0001-5316-2888 ; 0000-0002-8614-6697</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27903,27904</link.rule.ids></links><search><creatorcontrib>Khan, Rashid</creatorcontrib><creatorcontrib>Sabir, Bushra</creatorcontrib><creatorcontrib>Sarwar, Adil</creatorcontrib><creatorcontrib>Liu, Hwa-Dong</creatorcontrib><creatorcontrib>Lin, Chang-Hua</creatorcontrib><title>Reptile Search Algorithm (RSA)-Based Selective Harmonic Elimination Technique in Packed E-Cell (PEC-9) Inverter</title><title>Processes</title><description>The multilevel inverters (MLIs) are capable of handling large quantities of power and generating high-quality output voltages. 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Sabir, Bushra ; Sarwar, Adil ; Liu, Hwa-Dong ; Lin, Chang-Hua</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c295t-3c262199a42c189992eddb4b2cf29abb9b8368bc724559194680679d01e51ec83</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Algorithms</topic><topic>Circuits</topic><topic>Cooperation</topic><topic>Crocodiles</topic><topic>Electric potential</topic><topic>Genetic algorithms</topic><topic>Harmonic distortion</topic><topic>Heuristic methods</topic><topic>Hunting</topic><topic>Inverters</topic><topic>Mathematical functions</topic><topic>Optimization algorithms</topic><topic>Optimization techniques</topic><topic>Population</topic><topic>Power</topic><topic>Predatory behavior</topic><topic>Reptiles</topic><topic>Search algorithms</topic><topic>Simulation</topic><topic>Smart grid</topic><topic>Switching</topic><topic>Topology</topic><topic>Voltage</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Khan, Rashid</creatorcontrib><creatorcontrib>Sabir, Bushra</creatorcontrib><creatorcontrib>Sarwar, Adil</creatorcontrib><creatorcontrib>Liu, Hwa-Dong</creatorcontrib><creatorcontrib>Lin, Chang-Hua</creatorcontrib><collection>CrossRef</collection><collection>Engineered Materials Abstracts</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Technology Collection (ProQuest)</collection><collection>Natural Science Collection (ProQuest)</collection><collection>ProQuest One Community College</collection><collection>ProQuest Materials Science Collection</collection><collection>ProQuest Central Korea</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>Materials Research Database</collection><collection>Materials Science Database</collection><collection>ProQuest Biological Science Collection</collection><collection>Biological Science Database</collection><collection>Materials Science Collection</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><jtitle>Processes</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Khan, Rashid</au><au>Sabir, Bushra</au><au>Sarwar, Adil</au><au>Liu, Hwa-Dong</au><au>Lin, Chang-Hua</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Reptile Search Algorithm (RSA)-Based Selective Harmonic Elimination Technique in Packed E-Cell (PEC-9) Inverter</atitle><jtitle>Processes</jtitle><date>2022-08-01</date><risdate>2022</risdate><volume>10</volume><issue>8</issue><spage>1615</spage><pages>1615-</pages><issn>2227-9717</issn><eissn>2227-9717</eissn><abstract>The multilevel inverters (MLIs) are capable of handling large quantities of power and generating high-quality output voltages. Consequently, the size of the filters is reduced, and the circuitry is simplified. As a result, they have a diverse range of uses in the industrial sector, especially in smart grids. The input voltage boosting feature is required to utilize the MLI with renewable energy. In addition, a large number of components are required to attain higher output voltage levels, which increases the cost of the circuit and weight. A variety of MLI topologies have been identified to reduce losses, device quantity, and device ratings. The selective harmonic elimination (SHE) approaches reduce distinct lower order harmonics by computing the ideal switching angles. This research presents a nine–level Packed E–Cell (PEC–9) inverter that uses selective harmonic elimination to eliminate total harmonic distortion. In order to calculate the best switching angle, the reptile search algorithm (RSA) is implemented in this paper, a nature–inspired metaheuristic algorithm inspired by the hunting behavior of the crocodile. The hunting behavior of crocodiles is implemented in two main steps: the first is encircling, which is accomplished by belly walking or high walking, and the second is hunting, which is accomplished by hunting cooperation or hunting coordination. In this technique, nonlinear transcendental equations have been solved. The simulation was run in the MATLAB R2021b software environment. The simulation results suggest that the RSA outperforms the other metaheuristic algorithms. 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subjects | Algorithms Circuits Cooperation Crocodiles Electric potential Genetic algorithms Harmonic distortion Heuristic methods Hunting Inverters Mathematical functions Optimization algorithms Optimization techniques Population Power Predatory behavior Reptiles Search algorithms Simulation Smart grid Switching Topology Voltage |
title | Reptile Search Algorithm (RSA)-Based Selective Harmonic Elimination Technique in Packed E-Cell (PEC-9) Inverter |
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