Elimination of harmonics in multilevel converters using stochastic Newton method

Chuang Liu; Jianze Wang; Dan Luo; Fei Sha

doi:10.1109/APPEEC.2010.5449049

Elimination of harmonics in multilevel converters using stochastic Newton method

Chuang Liu^*
, Jianze Wang
, Dan Luo
, Fei Sha

^*Corresponding author for this work

School of Electrical Engineering and Automation, Harbin Institute of Technology
Chengdu Power Electric Bureau

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

5 Scopus citations

Abstract

This paper presents a stochastic Newton method to compute the switching angles in multilevel converters so as to produce the required fundamental voltage while at the same time not generate higher order harmonics. For Newton method, a good initial guess which should be very close to exact solution patterns is necessary, so using stochastic techniques gives a new way to find possible initial values, such as the beginning process of particle swarm optimization (PSO). This synthetic method is called stochastic Newton method (SNM), which is applied to multilevel inverters with any number of levels. All sets of solutions are found for eleven and nineteen levels converters to show the simplicity, effectiveness, and easy implementation of SNM.

Original language	English
Title of host publication	2010 Asia-Pacific Power and Energy Engineering Conference, APPEEC 2010 - Proceedings
DOIs	https://doi.org/10.1109/APPEEC.2010.5449049
State	Published - 2010
Externally published	Yes
Event	Asia-Pacific Power and Energy Engineering Conference, APPEEC 2010 - Chengdu, China Duration: 28 Mar 2010 → 31 Mar 2010

Publication series

Name	Asia-Pacific Power and Energy Engineering Conference, APPEEC
ISSN (Print)	2157-4839
ISSN (Electronic)	2157-4847

Conference

Conference	Asia-Pacific Power and Energy Engineering Conference, APPEEC 2010
Country/Territory	China
City	Chengdu
Period	28/03/10 → 31/03/10

Keywords

Cascaded multilevel converters
PSO
Selective harmonic elimination (SHE)
Stochastic Newton Method (SNM)

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10.1109/APPEEC.2010.5449049

Cite this

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title = "Elimination of harmonics in multilevel converters using stochastic Newton method",

abstract = "This paper presents a stochastic Newton method to compute the switching angles in multilevel converters so as to produce the required fundamental voltage while at the same time not generate higher order harmonics. For Newton method, a good initial guess which should be very close to exact solution patterns is necessary, so using stochastic techniques gives a new way to find possible initial values, such as the beginning process of particle swarm optimization (PSO). This synthetic method is called stochastic Newton method (SNM), which is applied to multilevel inverters with any number of levels. All sets of solutions are found for eleven and nineteen levels converters to show the simplicity, effectiveness, and easy implementation of SNM.",

keywords = "Cascaded multilevel converters, PSO, Selective harmonic elimination (SHE), Stochastic Newton Method (SNM)",

author = "Chuang Liu and Jianze Wang and Dan Luo and Fei Sha",

year = "2010",

doi = "10.1109/APPEEC.2010.5449049",

language = "英语",

isbn = "9781424448135",

series = "Asia-Pacific Power and Energy Engineering Conference, APPEEC",

booktitle = "2010 Asia-Pacific Power and Energy Engineering Conference, APPEEC 2010 - Proceedings",

note = "Asia-Pacific Power and Energy Engineering Conference, APPEEC 2010 ; Conference date: 28-03-2010 Through 31-03-2010",

}

Liu, C, Wang, J, Luo, D & Sha, F 2010, Elimination of harmonics in multilevel converters using stochastic Newton method. in 2010 Asia-Pacific Power and Energy Engineering Conference, APPEEC 2010 - Proceedings., 5449049, Asia-Pacific Power and Energy Engineering Conference, APPEEC, Asia-Pacific Power and Energy Engineering Conference, APPEEC 2010, Chengdu, China, 28/03/10. https://doi.org/10.1109/APPEEC.2010.5449049

Elimination of harmonics in multilevel converters using stochastic Newton method. / Liu, Chuang; Wang, Jianze; Luo, Dan et al.
2010 Asia-Pacific Power and Energy Engineering Conference, APPEEC 2010 - Proceedings. 2010. 5449049 (Asia-Pacific Power and Energy Engineering Conference, APPEEC).

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

TY - GEN

T1 - Elimination of harmonics in multilevel converters using stochastic Newton method

AU - Liu, Chuang

AU - Wang, Jianze

AU - Luo, Dan

AU - Sha, Fei

PY - 2010

Y1 - 2010

N2 - This paper presents a stochastic Newton method to compute the switching angles in multilevel converters so as to produce the required fundamental voltage while at the same time not generate higher order harmonics. For Newton method, a good initial guess which should be very close to exact solution patterns is necessary, so using stochastic techniques gives a new way to find possible initial values, such as the beginning process of particle swarm optimization (PSO). This synthetic method is called stochastic Newton method (SNM), which is applied to multilevel inverters with any number of levels. All sets of solutions are found for eleven and nineteen levels converters to show the simplicity, effectiveness, and easy implementation of SNM.

AB - This paper presents a stochastic Newton method to compute the switching angles in multilevel converters so as to produce the required fundamental voltage while at the same time not generate higher order harmonics. For Newton method, a good initial guess which should be very close to exact solution patterns is necessary, so using stochastic techniques gives a new way to find possible initial values, such as the beginning process of particle swarm optimization (PSO). This synthetic method is called stochastic Newton method (SNM), which is applied to multilevel inverters with any number of levels. All sets of solutions are found for eleven and nineteen levels converters to show the simplicity, effectiveness, and easy implementation of SNM.

KW - Cascaded multilevel converters

KW - PSO

KW - Selective harmonic elimination (SHE)

KW - Stochastic Newton Method (SNM)

UR - https://www.scopus.com/pages/publications/84870035368

U2 - 10.1109/APPEEC.2010.5449049

DO - 10.1109/APPEEC.2010.5449049

M3 - 会议稿件

AN - SCOPUS:84870035368

SN - 9781424448135

T3 - Asia-Pacific Power and Energy Engineering Conference, APPEEC

BT - 2010 Asia-Pacific Power and Energy Engineering Conference, APPEEC 2010 - Proceedings

T2 - Asia-Pacific Power and Energy Engineering Conference, APPEEC 2010

Y2 - 28 March 2010 through 31 March 2010

ER -

Elimination of harmonics in multilevel converters using stochastic Newton method

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