Neural networks based estimator for efficiency in VSI to PWM of induction motors drives

被引：0

作者：

Rojas Puron, Luis D. ^{[1
]}

Neto, Joao Evangelista ^{[2
]}

Fernandez, Idania Aguilera

机构：

[1] Higher Inst Min & Met, Dept Elect Engn, Moa, Holguin, Cuba

[2] State Univ Amazonas, Dept Mech Engn, Manaus, Amazonas, Brazil

来源：

2016 IEEE INTERNATIONAL CONFERENCE ON AUTOMATICA (ICA-ACCA) | 2016年

关键词：

Artificial neuronal network (ANN); induction motors; power quality; energy efficiency; TORQUE;

D O I：

暂无

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：

The presence of higher order harmonics causes problems in the quality and efficiency of energy supply by voltages sinusoidal inverters (VSI) to pulse-width-modulated (PWM) of the asynchronous motors drives, widely used in industry. This paper proposes an artificial neural network that identifies the quality of the sine wave and calculates the efficiency of electric drive system according to the index modulation of the sine wave voltage delivered to the electric motor, along with inverters modulated devices semiconductors (IGBTs). Also shown the effect on the efficiency of the operation of the harmonic losses.

引用

页数：8

共 16 条

[1]

Abdin ES, 2003, IEEE IND ELEC, P2543

[2] Efficiency-optimized control of medium-size induction motor drives [J].

Abrahamsen, F ;

Blaabjerg, F ;

Pedersen, JK ;

Thoegersen, PB .

IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2001, 37 (06) :1761-1767

[3]

Boglietti A, 1990, IEEE T IND APPL, V26

[4]

Chakraborty C, 2002, PCC-OSAKA 2002: PROCEEDINGS OF THE POWER CONVERSION CONFERENCE-OSAKA 2002, VOLS I - III, P402, DOI 10.1109/PCC.2002.997552

[5] Effect of Supply Voltage Harmonics on IRP-Based Switching Compensator Control [J].

Czarnecki, Leszek S. .

IEEE TRANSACTIONS ON POWER ELECTRONICS, 2009, 24 (1-2) :483-488

[6]

De la Barrera P, 2005, 11 M LAB INF PROC CO, P500

[7] Model-based loss minimization for DC and AC vector-controlled motors including core saturation [J].

Fernández-Bernal, F ;

García-Cerrada, A ;

Faure, R .

IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2000, 36 (03) :755-763

[8]

Garcia G., 20 INT C IND EL CONT, P633

[9] A novel direct torque control algorithm for IPMSM with minimum harmonies and torque ripples [J].

Gulez, Kayhan. ;

Adam, Ali Ahmed ;

Pastaci, Halit .

IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2007, 12 (02) :223-227

[10] Experimental and Theoretical Study of a Telemetric Dynamic Torque Meter [J].

Lima Filho, Abel Cavalcante ;

Belo, Francisco Antonio ;

Alves dos Santos, Jerry Lee ;

dos Anjos, Eudisley Gomes .

JOURNAL OF THE BRAZILIAN SOCIETY OF MECHANICAL SCIENCES AND ENGINEERING, 2010, 32 (03) :241-249

← 1 2 →