Title :
An adaptive approach for online fine tuning of current PI controllers in washing machines
Author :
Karakas, S. ; Gokasan, Metin
Author_Institution :
Control & Autom. Eng., Istanbul Tech. Univ., Istanbul, Turkey
Abstract :
Washing machines are becoming more and more complex devices in terms of both drives and motor control as the computational power of microprocessors increase and their costs fall. In the recent years PMSM drives started to govern the drive usage percentage simply as a result of their high performance in the appliance industry too. Because of the speed and load characteristics of washing process, certain modifications should be applied to the used control method without increasing the need of the computational power of the microprocessor. This paper proposes an online tuning method for tuning the proportional and integral terms of current controllers used to control the direct and quadrature axes currents in Field Oriented Control (FOC) of PMSM which is used to drive the washing machine. The tuning is based on Nelder-Mead optimization algorithm and experimental results are given.
Keywords :
PI control; adaptive control; electric current control; machine vector control; motor drives; optimisation; permanent magnet motors; synchronous motors; washing machines; Nelder-Mead optimization algorithm; PMSM drives; adaptive approach; appliance industry; current PI controller; direct axes current; field oriented control; microprocessors; online tuning method; permanent magnet synchronous motor drives; quadrature axes current; washing machines; Clocks; Magnetic field measurement; Torque; Adaptive Control; Field Oriented Control; Nelder-Mead Optimization; Washing machine;
Conference_Titel :
Mechatronics (ICM), 2011 IEEE International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-61284-982-9
DOI :
10.1109/ICMECH.2011.5971287