Title :
On-line compensation of magnetic position sensor using recursive least square method
Author :
Kim Ji-Won ; Moon Seok-Hwan ; Park Byung-Gun
Author_Institution :
Electr. Propulsion Res. Div., Korea Electrotechnol. Res. Inst., Changwon, South Korea
Abstract :
This paper presents the error correction method for magnetic position sensor using recursive least square method (RLSM) with forgetting factor. The magnetic sensor modules are proposed for linear position detection of the linear motor which has tooth shape stator. The modules are consists of permanent magnet, iron core and linear hall sensor and generates sine and cosine waveforms according to the movement of the mover of the linear motor. From the output of magnetic sensor modules, the position of the linear motor can be detected using arc-tan function. But the variation of the air gap between magnetic sensor modules and the linear motor stators, and some errors in manufacturing process can cause the variation in offset, phase and amplitude of the generated waveforms when the linear motor moves. These variations in sine and cosine waveforms are changed according to the current linear motor position, and it is very difficult to compensate the errors using constant value. In this paper, the generated sine and cosine waveforms from the magnetic sensor modules are compensated in real time using the RLSM with forgetting factor. And the speed observer is introduced to reduce the effect of uncompensated harmonic component. The proposed methods are verified by some simulations and experiments.
Keywords :
air gaps; error compensation; error correction; harmonics suppression; least mean squares methods; linear motors; magnetic sensors; measurement errors; position measurement; recursive estimation; waveform generators; RLSM; air gap; arc-tan function; cosine waveform generation; error correction method; forgetting factor; iron core; linear hall sensor; linear motor stator; linear position detection; magnetic sensor module; manufacturing process; mover; online error compensation; permanent magnet; recursive least square method; sine waveform generation; uncompensated harmonic component; Integrated circuits; Magnetic cores; Magnetic flux; Observers; Permanent magnet motors; Stator cores; least square method; linear motor; linear position detection; magnetic sensor;
Conference_Titel :
Industrial Technology (ICIT), 2015 IEEE International Conference on
Conference_Location :
Seville
DOI :
10.1109/ICIT.2015.7125194