Application of soft computing algorithms for hybrid modular multilevel inverters
This study utilized Harris Hawk optimization to analyze the harmonic distortions of a symmetric capacitor based multilevel converter. The proposed multilevel converter uses identical and symmetric DC sources in its input. The proposed topology for a multilevel converter uses fewer switches than typi...
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| Format: | Article |
| Language: | English |
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Elsevier
2024-02-01
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| Series: | Measurement: Sensors |
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| Online Access: | http://www.sciencedirect.com/science/article/pii/S2665917423003355 |
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| author | Devineni Gireesh Kumar Nagineni Venkata Sireesha Neerudi Bhoopal Ranjith Kumar Gatla Hossam Kotb Kareem M. AboRas Ali Elrashidi Mohammed Alqarni Yazeed Yasin Ghadi Adel Oubelaid |
| author_facet | Devineni Gireesh Kumar Nagineni Venkata Sireesha Neerudi Bhoopal Ranjith Kumar Gatla Hossam Kotb Kareem M. AboRas Ali Elrashidi Mohammed Alqarni Yazeed Yasin Ghadi Adel Oubelaid |
| author_sort | Devineni Gireesh Kumar |
| collection | DOAJ |
| description | This study utilized Harris Hawk optimization to analyze the harmonic distortions of a symmetric capacitor based multilevel converter. The proposed multilevel converter uses identical and symmetric DC sources in its input. The proposed topology for a multilevel converter uses fewer switches than typical cascaded designs. It can output 9-level outputs and can be scaled up to higher levels. The proposed multilevel converter can be improved by implementing a low frequency pulse width modulation technique to reduce the stress on the switches. The optimization of the switching angles using Harris Hawk was able to solve the non-linear aspects of the Selective Harmonic Elimination Pulse Width Modulation. The output voltage's THD was compared with that of other optimization methods, such as ant colony and particle swarm. The comparison shows that the output THD of the Harris Hawk optimizer is lower than that of other methods, which is about 5 %, according to the standards of IEEE-519. |
| first_indexed | 2024-03-08T11:25:01Z |
| format | Article |
| id | doaj.art-bdb24c4aa55e4683a6ebddc697cc003e |
| institution | Directory Open Access Journal |
| issn | 2665-9174 |
| language | English |
| last_indexed | 2024-03-08T11:25:01Z |
| publishDate | 2024-02-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Measurement: Sensors |
| spelling | doaj.art-bdb24c4aa55e4683a6ebddc697cc003e2024-01-26T05:35:00ZengElsevierMeasurement: Sensors2665-91742024-02-0131100999Application of soft computing algorithms for hybrid modular multilevel invertersDevineni Gireesh Kumar0Nagineni Venkata Sireesha1Neerudi Bhoopal2Ranjith Kumar Gatla3Hossam Kotb4Kareem M. AboRas5Ali Elrashidi6Mohammed Alqarni7Yazeed Yasin Ghadi8Adel Oubelaid9Department of Electrical & Electronics Engineering, B V Raju Institute of Technology, Narsapur, 502313, IndiaDepartment of Information Technology, Institute of Aeronautical Engineering, Hyderabad, 500043, IndiaDepartment of Electrical & Electronics Engineering, B V Raju Institute of Technology, Narsapur, 502313, IndiaDepartment of Electrical & Electronics Engineering, Institute of Aeronautical Engineering, Hyderabad, 500043, IndiaDepartment of Electrical Power and Machines, Faculty of Engineering, Alexandria University, Alexandria, 21544, EgyptDepartment of Electrical Power and Machines, Faculty of Engineering, Alexandria University, Alexandria, 21544, Egypt; Corresponding author.Electrical Engineering Department, University of Business and Technology, Ar Rawdah, Jeddah, 23435, Saudi Arabia; Engineering Mathematics Department, Faculty of Engineering, Alexandria University, Alexandria, 21544, EgyptElectrical Engineering Department, University of Business and Technology, Ar Rawdah, Jeddah, 23435, Saudi ArabiaDepartment of Computer Science and Software Engineering, Al Ain University, Abu Dhabi, 15322, United Arab EmiratesLaboratoire de Technologie Industrielle et de L'Information, Faculté de Technologie, Université de Bejaia, Bejaia, 06000, AlgeriaThis study utilized Harris Hawk optimization to analyze the harmonic distortions of a symmetric capacitor based multilevel converter. The proposed multilevel converter uses identical and symmetric DC sources in its input. The proposed topology for a multilevel converter uses fewer switches than typical cascaded designs. It can output 9-level outputs and can be scaled up to higher levels. The proposed multilevel converter can be improved by implementing a low frequency pulse width modulation technique to reduce the stress on the switches. The optimization of the switching angles using Harris Hawk was able to solve the non-linear aspects of the Selective Harmonic Elimination Pulse Width Modulation. The output voltage's THD was compared with that of other optimization methods, such as ant colony and particle swarm. The comparison shows that the output THD of the Harris Hawk optimizer is lower than that of other methods, which is about 5 %, according to the standards of IEEE-519.http://www.sciencedirect.com/science/article/pii/S2665917423003355THDHarris hawk optimizationSHEPWMAsymmetric inverterPSOACO |
| spellingShingle | Devineni Gireesh Kumar Nagineni Venkata Sireesha Neerudi Bhoopal Ranjith Kumar Gatla Hossam Kotb Kareem M. AboRas Ali Elrashidi Mohammed Alqarni Yazeed Yasin Ghadi Adel Oubelaid Application of soft computing algorithms for hybrid modular multilevel inverters Measurement: Sensors THD Harris hawk optimization SHEPWM Asymmetric inverter PSO ACO |
| title | Application of soft computing algorithms for hybrid modular multilevel inverters |
| title_full | Application of soft computing algorithms for hybrid modular multilevel inverters |
| title_fullStr | Application of soft computing algorithms for hybrid modular multilevel inverters |
| title_full_unstemmed | Application of soft computing algorithms for hybrid modular multilevel inverters |
| title_short | Application of soft computing algorithms for hybrid modular multilevel inverters |
| title_sort | application of soft computing algorithms for hybrid modular multilevel inverters |
| topic | THD Harris hawk optimization SHEPWM Asymmetric inverter PSO ACO |
| url | http://www.sciencedirect.com/science/article/pii/S2665917423003355 |
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