Exploration of Modulation Index in Multi-Level Inverter Using Particle Swarm Optimization Algorithm

被引：5

作者：

Ali, Syed Saad Azhar ^{[1
]}

Kannan, Ramani ^{[1
]}

Kumar, M. Suresh ^{[2
]}

机构：

[1] Univ Teknol PETRONAS, Dept Elect & Elect Engn, Tronoh 32610, Perak, Malaysia

[2] Govt Coll Engn, Dept Elect & Elect Engn, Dharmapuri, Tamil Nadu, India

来源：

2016 IEEE INTERNATIONAL SYMPOSIUM ON ROBOTICS AND INTELLIGENT SENSORS (IRIS 2016) | 2017年 / 105卷

关键词：

Multi-level inverter; Selective harmonic elimination; Pulse width modulation; Particle Swarm Optimization (PSO); Total harmonic; distortion (THD); HARMONIC ELIMINATION;

D O I：

10.1016/j.procs.2017.01.194

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This research paper describes the Particle Swarm Optimization algorithm real with Selective Harmonic Elimination-Pulse Width Modulation (SHEPWM) method for harmonic minimization of Cascaded H-Bridge Multi-Level Inverter. In SHEPWM methodPSO algorithm is capable of determining the required switching angles to eliminate desired value of harmonics. The value of harmonics may reach up to the 11th order from the inverter output voltage waveform while keeping the magnitude of the fundamental harmonics at a certain value. Hence, the proposed method does capable of eliminating a great number of specific harmonics and the output voltage results in a minimum Total Harmonic Distortion value. The simulation results shows that the PSO algorithm successfully attains the global solution faster than other algorithms. (C) 2017 The Authors. Published by Elsevier B.V.

引用

页码：144 / 152

页数：9

共 18 条

[1] Multiple sets of solutions for harmonic elimination PWM bipolar waveforms: Analysis and experimental verification [J].

Agelidis, VG ;

Balouktsis, A ;

Balouktsis, I ;

Cossar, C .

IEEE TRANSACTIONS ON POWER ELECTRONICS, 2006, 21 (02) :415-421

[2]

[Anonymous], 2003, PULSE WIDTH MODULATI

[3]

Azab M., 2009, International Journal of Renewable Energy Technology, V1, P211, DOI DOI 10.1504/IJRET.2009.027991

[4] The particle swarm - Explosion, stability, and convergence in a multidimensional complex space [J].

Clerc, M ;

Kennedy, J .

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2002, 6 (01) :58-73

[5]

Dasam Srinivas, 2013, IAES International Journal of Electrical and Computer Engineering, V3, P7

[6]

Enjeti P. N., 1988, Conference Record of the 1988 Industry Applications Society Annual Meeting (IEEE Cat. No.88CH2565-0), P418, DOI 10.1109/IAS.1988.25095

[7] A Generalized Half-Wave Symmetry SHE-PWM Formulation for Multilevel Voltage Inverters [J].

Fei, Wanmin ;

Du, Xiaoli ;

Wu, Bin .

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2010, 57 (09) :3030-3038

[8]

Hereford J., 2008, International Journal of Computational Intelligence Research, V4, P197, DOI [DOI 10.5019/j.ijcir.2008.138, DOI 10.5019/J.IJCIR.2008.138]

[9] Application of the Bee Algorithm for Selective Harmonic Elimination Strategy in Multilevel Inverters [J].

Kavousi, Ayoub ;

Vahidi, Behrooz ;

Salehi, Reza ;

Bakhshizadeh, Mohammad Kazem ;

Farokhnia, Naeem ;

Fathi, S. Hamid .

IEEE TRANSACTIONS ON POWER ELECTRONICS, 2012, 27 (04) :1689-1696

[10]

Kennedy J., 1995, 1995 IEEE International Conference on Neural Networks Proceedings (Cat. No.95CH35828), P1942, DOI 10.1109/ICNN.1995.488968

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