Harmonic Minimization in Modified PUC-5 Inverter Using Genetic Algorithm

Kaif Ahmed Lodi; Abdul Azeem; Mohd Tariq; Mohammad Ali; C. Bharatiraja

doi:10.1109/PEDES.2018.8707699

Harmonic Minimization in Modified PUC-5 Inverter Using Genetic Algorithm

Kaif Ahmed Lodi, Abdul Azeem, Mohd Tariq, Mohammad Ali, C. Bharatiraja

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

13 Scopus citations

Abstract

In this paper, new harmonic reduction scheme by using the genetic algorithm (GA) is proposed for single phase modified Packed U-Cell (MPUC-5) five-level inverter. Packed U-Cell multilevel inverter was first introduced in 2011 and since then many switching sequences have been proposed for obtaining different levels of output voltage, with overall reduction in harmonic content from output voltage waveform. In this paper, the authors have tried to obtain the optimum switching angles to reduce the output harmonics by applying genetic algorithm. Genetic algorithm is nature inspiring optimization technique, which works on the principle of heredity, evolution and Darwin's theory of survival of the fittest. Genetic algorithm evolves iteration by iteration and gives better and better results and finally converges to optimum result as per our requirements. This concept is verified in MATLAB®/Simulink environment and is also validated experimentally using the TI-28335 DSP.

Original language	English
Title of host publication	Proceedings of 2018 IEEE International Conference on Power Electronics, Drives and Energy Systems, PEDES 2018
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781538693155
DOIs	https://doi.org/10.1109/PEDES.2018.8707699
State	Published - 2 Jul 2018
Externally published	Yes

Publication series

Name	Proceedings of 2018 IEEE International Conference on Power Electronics, Drives and Energy Systems, PEDES 2018

Bibliographical note

Publisher Copyright:
© 2018 IEEE.

Keywords

Genetic Algorithm (GA)
Inverters
Multilevel inverter (MLI)
Packed U-Cell (PUC) Inverter
Selective Harmonic Elimination (SHE)
Total harmonic desertion (THD)

ASJC Scopus subject areas

Electrical and Electronic Engineering
Energy Engineering and Power Technology
Fuel Technology

Access to Document

10.1109/PEDES.2018.8707699

Cite this

Lodi, K. A., Azeem, A., Tariq, M., Ali, M., & Bharatiraja, C. (2018). Harmonic Minimization in Modified PUC-5 Inverter Using Genetic Algorithm. In Proceedings of 2018 IEEE International Conference on Power Electronics, Drives and Energy Systems, PEDES 2018 Article 8707699 (Proceedings of 2018 IEEE International Conference on Power Electronics, Drives and Energy Systems, PEDES 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/PEDES.2018.8707699

Lodi, Kaif Ahmed ; Azeem, Abdul ; Tariq, Mohd et al. / Harmonic Minimization in Modified PUC-5 Inverter Using Genetic Algorithm. Proceedings of 2018 IEEE International Conference on Power Electronics, Drives and Energy Systems, PEDES 2018. Institute of Electrical and Electronics Engineers Inc., 2018. (Proceedings of 2018 IEEE International Conference on Power Electronics, Drives and Energy Systems, PEDES 2018).

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title = "Harmonic Minimization in Modified PUC-5 Inverter Using Genetic Algorithm",

abstract = "In this paper, new harmonic reduction scheme by using the genetic algorithm (GA) is proposed for single phase modified Packed U-Cell (MPUC-5) five-level inverter. Packed U-Cell multilevel inverter was first introduced in 2011 and since then many switching sequences have been proposed for obtaining different levels of output voltage, with overall reduction in harmonic content from output voltage waveform. In this paper, the authors have tried to obtain the optimum switching angles to reduce the output harmonics by applying genetic algorithm. Genetic algorithm is nature inspiring optimization technique, which works on the principle of heredity, evolution and Darwin's theory of survival of the fittest. Genetic algorithm evolves iteration by iteration and gives better and better results and finally converges to optimum result as per our requirements. This concept is verified in MATLAB{\textregistered}/Simulink environment and is also validated experimentally using the TI-28335 DSP.",

keywords = "Genetic Algorithm (GA), Inverters, Multilevel inverter (MLI), Packed U-Cell (PUC) Inverter, Selective Harmonic Elimination (SHE), Total harmonic desertion (THD)",

author = "Lodi, \{Kaif Ahmed\} and Abdul Azeem and Mohd Tariq and Mohammad Ali and C. Bharatiraja",

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year = "2018",

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doi = "10.1109/PEDES.2018.8707699",

language = "English",

series = "Proceedings of 2018 IEEE International Conference on Power Electronics, Drives and Energy Systems, PEDES 2018",

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Lodi, KA, Azeem, A, Tariq, M, Ali, M & Bharatiraja, C 2018, Harmonic Minimization in Modified PUC-5 Inverter Using Genetic Algorithm. in Proceedings of 2018 IEEE International Conference on Power Electronics, Drives and Energy Systems, PEDES 2018., 8707699, Proceedings of 2018 IEEE International Conference on Power Electronics, Drives and Energy Systems, PEDES 2018, Institute of Electrical and Electronics Engineers Inc. https://doi.org/10.1109/PEDES.2018.8707699

Harmonic Minimization in Modified PUC-5 Inverter Using Genetic Algorithm. / Lodi, Kaif Ahmed; Azeem, Abdul; Tariq, Mohd et al.
Proceedings of 2018 IEEE International Conference on Power Electronics, Drives and Energy Systems, PEDES 2018. Institute of Electrical and Electronics Engineers Inc., 2018. 8707699 (Proceedings of 2018 IEEE International Conference on Power Electronics, Drives and Energy Systems, PEDES 2018).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Harmonic Minimization in Modified PUC-5 Inverter Using Genetic Algorithm

AU - Lodi, Kaif Ahmed

AU - Azeem, Abdul

AU - Tariq, Mohd

AU - Ali, Mohammad

AU - Bharatiraja, C.

PY - 2018/7/2

Y1 - 2018/7/2

N2 - In this paper, new harmonic reduction scheme by using the genetic algorithm (GA) is proposed for single phase modified Packed U-Cell (MPUC-5) five-level inverter. Packed U-Cell multilevel inverter was first introduced in 2011 and since then many switching sequences have been proposed for obtaining different levels of output voltage, with overall reduction in harmonic content from output voltage waveform. In this paper, the authors have tried to obtain the optimum switching angles to reduce the output harmonics by applying genetic algorithm. Genetic algorithm is nature inspiring optimization technique, which works on the principle of heredity, evolution and Darwin's theory of survival of the fittest. Genetic algorithm evolves iteration by iteration and gives better and better results and finally converges to optimum result as per our requirements. This concept is verified in MATLAB®/Simulink environment and is also validated experimentally using the TI-28335 DSP.

AB - In this paper, new harmonic reduction scheme by using the genetic algorithm (GA) is proposed for single phase modified Packed U-Cell (MPUC-5) five-level inverter. Packed U-Cell multilevel inverter was first introduced in 2011 and since then many switching sequences have been proposed for obtaining different levels of output voltage, with overall reduction in harmonic content from output voltage waveform. In this paper, the authors have tried to obtain the optimum switching angles to reduce the output harmonics by applying genetic algorithm. Genetic algorithm is nature inspiring optimization technique, which works on the principle of heredity, evolution and Darwin's theory of survival of the fittest. Genetic algorithm evolves iteration by iteration and gives better and better results and finally converges to optimum result as per our requirements. This concept is verified in MATLAB®/Simulink environment and is also validated experimentally using the TI-28335 DSP.

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KW - Inverters

KW - Multilevel inverter (MLI)

KW - Packed U-Cell (PUC) Inverter

KW - Selective Harmonic Elimination (SHE)

KW - Total harmonic desertion (THD)

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M3 - Conference contribution

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BT - Proceedings of 2018 IEEE International Conference on Power Electronics, Drives and Energy Systems, PEDES 2018

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ER -

Lodi KA, Azeem A, Tariq M, Ali M, Bharatiraja C. Harmonic Minimization in Modified PUC-5 Inverter Using Genetic Algorithm. In Proceedings of 2018 IEEE International Conference on Power Electronics, Drives and Energy Systems, PEDES 2018. Institute of Electrical and Electronics Engineers Inc. 2018. 8707699. (Proceedings of 2018 IEEE International Conference on Power Electronics, Drives and Energy Systems, PEDES 2018). doi: 10.1109/PEDES.2018.8707699

Harmonic Minimization in Modified PUC-5 Inverter Using Genetic Algorithm

Abstract

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Bibliographical note

Keywords

ASJC Scopus subject areas

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