Hybrid Stepper Motor Electrical Model Extensions for Use in Intelligent Drives

The use of microcontrollers and digital signal processors for the standalone control of stepper motors is nowadays widespread. At the same time, more complex and intelligent algorithms are being used and developed for real-time control and observation. These algorithms often require a precise model of the motor, but the standard electrical model used for hybrid stepper motors is frequently not capable of giving an accurate enough representation of the real system. In this paper, new model extensions are proposed in order to have a more precise model of the motor, while maintaining a low computational cost. It is shown that a significant improvement in the model fit is achieved with these extensions, and their computational performance is compared to study the cost of model improvement versus computation cost. The applicability of the proposed model extensions is demonstrated via their use in an extended Kalman filter running in real time for closed-loop current control and mechanical state estimation.

[1]  Patrick Lyonnet,et al.  A Kalman Optimization Approach for Solving Some Industrial Electronics Problems , 2012, IEEE Transactions on Industrial Electronics.

[2]  Akira Sugawara,et al.  Stepping motors and their microprocessor controls , 1994 .

[3]  Paul Acarnley,et al.  Stepping Motors: A guide to theory and practice , 2002 .

[4]  A. Masi,et al.  Implementation and tuning of the Extended Kalman Filter for a sensorless drive working with arbitrary stepper motors and cable lengths , 2012, 2012 XXth International Conference on Electrical Machines.

[5]  Kenneth Wang-Hay Tsui,et al.  Novel Modeling and Damping Technique for Hybrid Stepper Motor , 2007, IEEE Transactions on Industrial Electronics.

[6]  Josep M. Guerrero,et al.  Industrial Applications of the Kalman Filter: A Review , 2013, IEEE Transactions on Industrial Electronics.

[7]  Wilfried Hofmann,et al.  Improving Operational Performance of Active Magnetic Bearings Using Kalman Filter and State Feedback Control , 2012, IEEE Transactions on Industrial Electronics.

[8]  A. Masi,et al.  LHC Collimators Low Level Control System , 2007, IEEE Transactions on Nuclear Science.

[9]  Nobuyuki Matsui,et al.  Simple nonlinear magnetic analysis for three-phase hybrid stepping motors , 2000, Conference Record of the 2000 IEEE Industry Applications Conference. Thirty-Fifth IAS Annual Meeting and World Conference on Industrial Applications of Electrical Energy (Cat. No.00CH37129).

[10]  Y. Perriard,et al.  New method for dynamic modeling of hybrid stepping motors , 2002, Conference Record of the 2002 IEEE Industry Applications Conference. 37th IAS Annual Meeting (Cat. No.02CH37344).

[11]  A. Berthon,et al.  Position Control of a Sensorless Stepper Motor , 2012, IEEE Transactions on Power Electronics.

[12]  Nobuyuki Matsui,et al.  Instantaneous torque analysis of hybrid stepping motor , 1995, IAS '95. Conference Record of the 1995 IEEE Industry Applications Conference Thirtieth IAS Annual Meeting.

[13]  Chung Choo Chung,et al.  Microstepping Using a Disturbance Observer and a Variable Structure Controller for Permanent-Magnet Stepper Motors , 2013, IEEE Transactions on Industrial Electronics.

[14]  A. Masi,et al.  DSP-Based Stepping Motor Drivers for the LHC Collimators , 2008, IEEE Transactions on Nuclear Science.

[15]  Jan Persson Innovative standstill position detection combined with sensorless control of synchronous motors , 2005 .

[16]  Paolo Rocco,et al.  Mechatronic model of oscillations in hybrid stepper motors , 2010, 2010 IEEE/ASME International Conference on Advanced Intelligent Mechatronics.

[17]  Alessandro Masi,et al.  An Application of the Extended Kalman Filter for a Sensorless Stepper Motor Drive Working With Long Cables , 2012, IEEE Transactions on Industrial Electronics.

[18]  Ki-Chae Lim,et al.  Characteristic analysis of 5-phase hybrid stepping motor considering the saturation effect , 2001 .

[19]  Seong Gu Kang,et al.  Torque analysis of combined 2D FEM and lumped parameter method for a hybrid stepping motor , 2005, IEEE International Conference on Electric Machines and Drives, 2005..

[21]  Yves Perriard,et al.  An optimized Extended Kalman filter algorithm for Hybrid Stepper Motors , 2003, IECON'03. 29th Annual Conference of the IEEE Industrial Electronics Society (IEEE Cat. No.03CH37468).