Performance Analysis of PSO-Based SHEPWM Control of Clone Output Nine-Switch Inverter for Nonlinear Loads
A comprehensive mathematical model of the inverter using nine switches is derived and its carrier high-frequency signal-based Pulse Width Modulation (PWM) is developed for the control of dual nonlinear loads. The Carrier-Based Pulse Width Modulation (CBPWM) provides excellent quality output to linea...
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| Format: | Article |
| Language: | English |
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Kaunas University of Technology
2024-02-01
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| Series: | Elektronika ir Elektrotechnika |
| Subjects: | |
| Online Access: | https://eejournal.ktu.lt/index.php/elt/article/view/35148 |
| _version_ | 1797256506182205440 |
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| author | Nirmala Muthusamy Beena Stanislaus Arputharaj Vijayanandh Raja |
| author_facet | Nirmala Muthusamy Beena Stanislaus Arputharaj Vijayanandh Raja |
| author_sort | Nirmala Muthusamy |
| collection | DOAJ |
| description | A comprehensive mathematical model of the inverter using nine switches is derived and its carrier high-frequency signal-based Pulse Width Modulation (PWM) is developed for the control of dual nonlinear loads. The Carrier-Based Pulse Width Modulation (CBPWM) provides excellent quality output to linear loads, and it provides high value of Total Harmonic Distortion (THD) for the nonlinear load, where the 5th, 7th, 11th, 13th, and 17th harmonics are highly manifest. Particle Swarm Optimisation (PSO) constructed Selective Harmonic Elimination Pulse Width Modulation (SHEPWM) scheme is proposed to eliminate a higher number of harmonic components and enhance the harmonic profile with reduced number of active semiconductor switches in Nine-Switch Inverter (NSI) control of nonlinear load. The PSO algorithm is proposed to adjust the triggering angles of the SHEPWM scheme and eliminate the targeted harmonics. The main concern associated with the proposed technique is the degree of freedom to lower the harmonics when operated over a comprehensive scale of Modulation Index (MI). To prove the usefulness of the proposed carrier-based PWM, PSO-based SHEPWM technique for NSI, MATLAB-SIMULINK is used to perform the simulations. The experimental prototype of the NSI topology is developed using an ATmega162 microcontroller. The experimental results and its Fast Fourier Transform (FFT) spectrum are over a broad scale of MI, revealing the expertise and efficacy of the proposed control scheme. |
| first_indexed | 2024-04-24T22:22:49Z |
| format | Article |
| id | doaj.art-c5c0acbd440646c9aec98817d10c2037 |
| institution | Directory Open Access Journal |
| issn | 1392-1215 2029-5731 |
| language | English |
| last_indexed | 2024-04-24T22:22:49Z |
| publishDate | 2024-02-01 |
| publisher | Kaunas University of Technology |
| record_format | Article |
| series | Elektronika ir Elektrotechnika |
| spelling | doaj.art-c5c0acbd440646c9aec98817d10c20372024-03-20T06:03:37ZengKaunas University of TechnologyElektronika ir Elektrotechnika1392-12152029-57312024-02-01301253110.5755/j02.eie.3514840402Performance Analysis of PSO-Based SHEPWM Control of Clone Output Nine-Switch Inverter for Nonlinear LoadsNirmala Muthusamy0Beena Stanislaus Arputharaj1Vijayanandh Raja2Department of Electrical and Electronics Engineering, Kumaraguru College of Technology, Tamil Nadu, IndiaDepartment of Research and Innovation, Saveetha School of Engineering, SIMATS, Tamil Nadu, IndiaDepartment of Aeronautical Engineering, Kumaraguru College of Technology, Tamil Nadu, IndiaA comprehensive mathematical model of the inverter using nine switches is derived and its carrier high-frequency signal-based Pulse Width Modulation (PWM) is developed for the control of dual nonlinear loads. The Carrier-Based Pulse Width Modulation (CBPWM) provides excellent quality output to linear loads, and it provides high value of Total Harmonic Distortion (THD) for the nonlinear load, where the 5th, 7th, 11th, 13th, and 17th harmonics are highly manifest. Particle Swarm Optimisation (PSO) constructed Selective Harmonic Elimination Pulse Width Modulation (SHEPWM) scheme is proposed to eliminate a higher number of harmonic components and enhance the harmonic profile with reduced number of active semiconductor switches in Nine-Switch Inverter (NSI) control of nonlinear load. The PSO algorithm is proposed to adjust the triggering angles of the SHEPWM scheme and eliminate the targeted harmonics. The main concern associated with the proposed technique is the degree of freedom to lower the harmonics when operated over a comprehensive scale of Modulation Index (MI). To prove the usefulness of the proposed carrier-based PWM, PSO-based SHEPWM technique for NSI, MATLAB-SIMULINK is used to perform the simulations. The experimental prototype of the NSI topology is developed using an ATmega162 microcontroller. The experimental results and its Fast Fourier Transform (FFT) spectrum are over a broad scale of MI, revealing the expertise and efficacy of the proposed control scheme.https://eejournal.ktu.lt/index.php/elt/article/view/35148particle swarm optimisation (pso)fast fourier transform (fft) spectrumselective harmonic elimination pulse width modulation (shepwm)carrier-based pulse width modulation (cbpwm)total harmonic distortion (thd)modulation index (mi) |
| spellingShingle | Nirmala Muthusamy Beena Stanislaus Arputharaj Vijayanandh Raja Performance Analysis of PSO-Based SHEPWM Control of Clone Output Nine-Switch Inverter for Nonlinear Loads Elektronika ir Elektrotechnika particle swarm optimisation (pso) fast fourier transform (fft) spectrum selective harmonic elimination pulse width modulation (shepwm) carrier-based pulse width modulation (cbpwm) total harmonic distortion (thd) modulation index (mi) |
| title | Performance Analysis of PSO-Based SHEPWM Control of Clone Output Nine-Switch Inverter for Nonlinear Loads |
| title_full | Performance Analysis of PSO-Based SHEPWM Control of Clone Output Nine-Switch Inverter for Nonlinear Loads |
| title_fullStr | Performance Analysis of PSO-Based SHEPWM Control of Clone Output Nine-Switch Inverter for Nonlinear Loads |
| title_full_unstemmed | Performance Analysis of PSO-Based SHEPWM Control of Clone Output Nine-Switch Inverter for Nonlinear Loads |
| title_short | Performance Analysis of PSO-Based SHEPWM Control of Clone Output Nine-Switch Inverter for Nonlinear Loads |
| title_sort | performance analysis of pso based shepwm control of clone output nine switch inverter for nonlinear loads |
| topic | particle swarm optimisation (pso) fast fourier transform (fft) spectrum selective harmonic elimination pulse width modulation (shepwm) carrier-based pulse width modulation (cbpwm) total harmonic distortion (thd) modulation index (mi) |
| url | https://eejournal.ktu.lt/index.php/elt/article/view/35148 |
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