Author :
Hwang, Jin-Seong ; Kim, Kyung-Hoon ; Kim, Yong-Tae ; Baek, Seung-Myun
Abstract :
The permanent magnet synchronous motor (PMSM) and sensorless field oriented control (FOC) system became a technology issue in the area of home appliances because they are good at reducing power consumption and acoustic noise. Sensorless FOC consists of speed controller, current controller, position estimator and so on. There are many parameters that have an effect on the performance of the control system. Furthermore, some of these parameters may interact, so it is very difficult to optimize these parameters. In this paper, we introduce the implementation of sensorless FOC using a digital signal processor (DSP), and we propose an optimization method using the multiple responses optimization that is one of the tools of six sigma. This optimization includes factor decision, design of experiment, regression analysis, response surface design, optimization process, and capability analysis. With this optimization, acoustic noise and power consumption is much reduced and speed control performance increases. Experimental results are included
Keywords :
acoustic noise; design of experiments; digital control; digital signal processing chips; domestic appliances; machine vector control; noise abatement; optimisation; permanent magnet motors; power consumption; statistical analysis; synchronous motors; 6 sigma tool; DSP; acoustic noise reduction; capability analysis; current controller; design of experiment; digital signal processor; factor decision; field oriented control; home appliances; multiple responses optimization; optimization method; optimization process; parameter optimization; permanent magnet synchronous motor; position estimator; power consumption reduction; regression analysis; response surface design; sensorless field oriented control system; six sigma; speed control performance; speed controller; Acoustic noise; Control systems; Design optimization; Digital signal processing; Digital signal processors; Energy consumption; Home appliances; Optimization methods; Permanent magnet motors; Sensorless control;