Modified ADALINE algorithm for harmonic estimation and selective harmonic elimination in inverters

被引:5
作者
Vasumathi, B. [1 ]
Moorthi, S. [1 ]
机构
[1] Natl Inst Technol, Dept Elect & Elect Engn, Tiruchirappalli 15, Tamil Nadu, India
关键词
harmonics; inverters; modified ADALINE; selective harmonic elimination; neural network; pulse width modulation; DESIGN;
D O I
10.1080/00207217.2011.601443
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In digital signal processing, algorithms are very well developed for the estimation of harmonic components. In power electronic applications, an objective like fast response of a system is of primary importance. An effective method for the estimation of instantaneous harmonic components, along with conventional harmonic elimination technique, is presented in this article. The primary function is to eliminate undesirable higher harmonic components from the selected signal (current or voltage) and it requires only the knowledge of the frequency of the component to be eliminated. A signal processing technique using modified ADALINE algorithm has been proposed for harmonic estimation. The proposed method stays effective as it converges to a minimum error and brings out a finer estimation. A conventional control based on pulse width modulation for selective harmonic elimination is used to eliminate harmonic components after its estimation. This method can be applied to a wide range of equipment. The validity of the proposed method to estimate and eliminate voltage harmonics is proved with a dc/ac inverter as a simulation example. Then, the results are compared with existing ADALINE algorithm for illustrating its effectiveness.
引用
收藏
页码:1517 / 1529
页数:13
相关论文
共 50 条
[31]   Selective Harmonic Elimination for a NPC Converter Using Modified Carrier Signals [J].
Sanz, I. ;
Bueno, E. J. ;
Rodriguez, F. J. ;
Moranchel, M. ;
Mingo, J. .
IECON 2014 - 40TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2014, :1766-1771
[32]   Selective harmonic elimination of a multilevel voltage source inverter using whale optimization algorithm [J].
Alemi-Rostami M. ;
Rezazadeh G. .
International Journal of Engineering, Transactions B: Applications, 2021, 34 (08) :1898-1904
[33]   Selective Harmonic Elimination of Cascaded Multilevel Inverter using BAT algorithm [J].
Ganesan, K. ;
Barathi, K. ;
Chandrasekar, P. ;
Balaji, D. .
SMART GRID TECHNOLOGIES (ICSGT- 2015), 2015, 21 :651-657
[34]   The Simulation Research for Selective Harmonic Elimination Technique based on Genetic Algorithm [J].
Zhang Wenyi ;
Meng Xiaodan ;
Li Zhenhua .
2014 33RD CHINESE CONTROL CONFERENCE (CCC), 2014, :8628-8632
[35]   A Comprehensive Review of Solving Selective Harmonic Elimination Problem With Algebraic Algorithms [J].
Wang, Chenxu ;
Zhang, Qi ;
Yu, Wensheng ;
Yang, Kehu .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2024, 39 (01) :850-868
[36]   Selective harmonic elimination method for wide range of modulation indexes in multilevel inverters using ICA [J].
Ajami, Ali ;
Oskuee, Mohammad Reza Jannati ;
Mokhberdoran, Ataollah ;
Shokri, Hossein .
JOURNAL OF CENTRAL SOUTH UNIVERSITY, 2014, 21 (04) :1329-1338
[37]   Selective harmonic elimination method for wide range of modulation indexes in multilevel inverters using ICA [J].
Ali Ajami ;
Mohammad Reza Jannati Oskuee ;
Ataollah Mokhberdoran ;
Hossein Shokri .
Journal of Central South University, 2014, 21 :1329-1338
[38]   Selective Harmonic Elimination With Optimal DC Sources in Multilevel Inverters Using Generalized Pattern Search [J].
Haghdar, Kazem ;
Shayanfar, Heidar Ali .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018, 14 (07) :3124-3131
[39]   Selective harmonic elimination method for wide range of modulation indexes in multilevel inverters using ICA [J].
Ali Ajami ;
Mohammad Reza Jannati Oskuee ;
Ataollah Mokhberdoran ;
Hossein Shokri .
JournalofCentralSouthUniversity, 2014, 21 (04) :1329-1338
[40]   Selective Harmonic Elimination for Variable Frequency Traction Motor Drives Using Harris Hawks Optimization [J].
Nalcaci, Gamze ;
Yildirim, Dogan ;
Cadirci, Isik ;
Ermis, Muammer .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2022, 58 (04) :4778-4791