Field Oriented Sensorless Position Control of a Hybrid Stepper Motor with Extended Kalman Filter

被引:0
作者
Tomy, Nilu Mary [1 ]
Francis, Jebin [1 ]
机构
[1] Rajagiri Sch Engn & Technol, Dept EEE, Kochi, Kerala, India
来源
PROCEEDINGS OF THE 10TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND CONTROL (ISCO'16) | 2016年
关键词
Arm LPC2148; Extended Kalman filter (EKF); Field oriented control (FOC); MATLAB; Position control; Sensorless control; Stepper motor;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper describes the sensorless position control of a hybrid stepper motor. Extended Kalman filter algorithm is used for sensorless control. The extended Kalman filter estimates the position and speed required for the field oriented control. The currents and voltages of the two phases of stepper motor is sensed and used for the state estimation using extended Kalman filter. The estimated position is compared with the desired position and motor is stopped at the desired position. Sensorless control eliminates the need for mechanical sensors. Simulation is done in MATLAB. ARM LPC2148 processor is used for the hardware implementation of steady state Kalman filter.
引用
收藏
页数:5
相关论文
共 50 条
[31]   A Hysteresis Hybrid Extended Kalman Filter as an Observer for Sensorless Valve Control in Camless Internal Combustion Engines [J].
Mercorelli, Paolo .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2012, 48 (06) :1940-1949
[32]   Tuning of Extended Kalman Filters for Sensorless Motion Control with Induction Motor [J].
Alonge, Francesco ;
D'Ippolito, Filippo ;
Fagiolini, Adriano ;
Garraffa, Giovanni ;
Raimondi, Francesco Maria ;
Sferlazza, Antonino .
2019 AEIT INTERNATIONAL CONFERENCE OF ELECTRICAL AND ELECTRONIC TECHNOLOGIES FOR AUTOMOTIVE (AEIT AUTOMOTIVE), 2019,
[33]   Sensorless control for the brushless DC motor: an unscented Kalman filter algorithm [J].
Lv, Haidong ;
Wei, Guoliang ;
Ding, Zhugang ;
Ding, Xueming .
SYSTEMS SCIENCE & CONTROL ENGINEERING, 2015, 3 (01) :8-13
[34]   Sensorless Speed Control of Synchronous Reluctance Motor Drives Based on Extended Kalman Filter and Neural Magnetic Model [J].
Pasqualotto, Dario ;
Rigon, Saverio ;
Zigliotto, Mauro .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2023, 70 (02) :1321-1330
[35]   An Extended Kalman Filter based Sensorless Permanent Magnet Synchronous Motor Drive with Improved Dynamic Performance [J].
Gopinath, G. R. ;
Das, Shyama P. .
2018 IEEE INTERNATIONAL CONFERENCE ON POWER ELECTRONICS, DRIVES AND ENERGY SYSTEMS (PEDES), 2018,
[36]   Sensorless control of synchronous reluctance motors considering the stator iron loss with extended Kalman filter [J].
Senjyu, T ;
Kinjo, K ;
Urasaki, N ;
Uezato, K .
PESC'03: 2003 IEEE 34TH ANNUAL POWER ELECTRONICS SPECIALISTS CONFERENCE, VOLS 1-4, CONFERENCE PROCEEDINGS, 2003, :403-408
[37]   Direct Torque Sensorless Control of PMSM Based on Dual Extended Kalman Filter [J].
Zhang Hong-Wei ;
Jiang Di ;
Wang Xin-Huan ;
Wang Ming-Ren .
PROCEEDINGS OF THE 33RD CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2021), 2021, :7499-7504
[38]   Sensorless Control of an Automated Guided Vehicle Based on Extended Kalman Filter Observer [J].
Basci, Abdullah ;
Soysal, Birol ;
Derdiyok, Adnan .
2015 23RD SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2015, :2666-2669
[39]   Torque-Oriented Stepper Motor Control in FPGA [J].
Meacci, V. ;
Matera, R. ;
Russo, D. ;
Ricci, S. .
2018 NEW GENERATION OF CAS (NGCAS), 2018, :41-44
[40]   Improved sensorless control of doubly fed induction motor drive based on full order extended kalman filter observer [J].
Cherifi D. ;
Miloud Y. .
Periodica polytechnica Electrical engineering and computer science, 2020, 64 (01) :64-73