Stator flux based speed estimation of induction motor drive using EKF

被引：1

作者：

Thongam, JS ^{[1
]}

Thoudam, VPS ^{[1
]}

机构：

[1] NE Reg Inst Sci & Technol, Dept Elect Engn, Nirjuli 791109, India

来源：

IETE JOURNAL OF RESEARCH | 2004年 / 50卷 / 03期

关键词：

field oriented control; space vector pulse width modulated inverter; EKF; sensorless drive; induction motor;

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：

This paper presents stator flux based speed estimation of induction motor drive in fixed stator frame of reference using Extended Kalman Filter (EKF). A fourth order mathematical model of the induction motor is derived and is used for estimating the speed where it is introduced as a fifth state. This is believed to be a novel contribution since for estimating speed of the induction motor using EKF, researchers have so far used rotor flux based methematical model of the motor. Results of simulation show very good estimation accuracy at both high and low speeds.

引用

页码：191 / 197

页数：7

共 50 条

[21] Speed estimation of an induction motor drive using an optimized extended Kalman filter [J].

Shi, KL ;

Chan, TF ;

Wong, YK ;

Ho, SL .

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2002, 49 (01) :124-133

[22] Low Speed Estimation of DTC controlled Induction motor drive using MRAS [J].

Mini, R. ;

Sreenivasan, Rani ;

Dinesh, M. N. .

2014 INTERNATIONAL CONFERENCE ON ELECTRONICS, COMMUNICATION AND COMPUTATIONAL ENGINEERING (ICECCE), 2014, :30-35

[23] Stator-Current-Based MRAS Estimator for a Wide Range Speed-Sensorless Induction-Motor Drive [J].

Orlowska-Kowalska, Teresa ;

Dybkowski, Mateusz .

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2010, 57 (04) :1296-1308

[24] ANN based RF-MRAS Speed Estimation of Induction Motor Drive at Low Speed [J].

Tiwari, Archana ;

Kumar, Bhavnesh ;

Chauhan, Yogesh K. .

2017 INTERNATIONAL CONFERENCE OF ELECTRONICS, COMMUNICATION AND AEROSPACE TECHNOLOGY (ICECA), VOL 2, 2017, :176-179

[25] Direct Torque Control of Induction Motor with Stator Flux Estimation Based on an Improved Voltage Model [J].

Belbali A. ;

Makhloufi S. .

Electronics, 2022, 26 (01) :26-33

[26] Sliding Mode Flux Observer and Rotor Speed Estimation for DTC-Controlled Induction Motor Drive [J].

Sutnar, Zdenek ;

Peroutka, Zdenek ;

Rodic, Miran .

EPE: 2009 13TH EUROPEAN CONFERENCE ON POWER ELECTRONICS AND APPLICATIONS, VOLS 1-9, 2009, :4645-4654

[27] A Sliding Mode Flux Observer for Online Rotor and Stator Resistance Estimation in Predictive Torque Controlled Induction Motor Drive [J].

Zhou Dehong ;

Zhao Jin .

2015 34TH CHINESE CONTROL CONFERENCE (CCC), 2015, :4228-4232

[28] Chaotic Learning Based ANN for Improved Rotor Flux Estimation of Induction Motor Drive [J].

Habibullah, Md. ;

Rafiq, Md. Abdur ;

Shahjahan, Md. ;

Ghosh, B. C. .

2012 INTERNATIONAL CONFERENCE ON INFORMATICS, ELECTRONICS & VISION (ICIEV), 2012, :199-204

[29] Speed Sensorless Induction Motor Drive with Magnetizing Reactance Estimation [J].

Dybkowski, Mateusz ;

Orlowska-Kowalska, Teresa .

PROCEEDINGS OF 14TH INTERNATIONAL POWER ELECTRONICS AND MOTION CONTROL CONFERENCE (EPE-PEMC 2010), 2010,

[30] AN INTEGRATION ALGORITHM FOR INDUCTION MOTOR STATOR FLUX ESTIMATION WITH DC OFFSET COMPENSATION [J].

de Freitas, Isaac Soares ;

Chaves de Sena, Alexander Patrick ;

da Silva, Simplicio Arnaud ;

Salvadori, Fabiano ;

de Carvalho, Flavio Gomes ;

Jacobina, Cursino Brandao .

XI BRAZILIAN POWER ELECTRONICS CONFERENCE (COBEP 2011), 2011, :1095-1099

← 1 2 3 4 5 →