Title :
Design methodology for complex FPGA-based controllers - Application to an EKF sensorless AC drive
Author :
Idkhajine, L. ; Monmasson, E.
Author_Institution :
SATIE, UCP, Cergy Pontoise, France
Abstract :
This paper presents an efficient and well structured design methodology for designing complex FPGA (Field Programmable Gate Array) based controllers. To illustrate the interest and the particularity of this methodology, a complex sensorless control algorithm for a synchronous machine has been chosen. This algorithm consists of an Extended Kalman Filter (EKF) which is used to estimate rotor position and speed. In this paper, the whole design methodology steps are discussed. For the developed application, a preliminary system specification is made. Then, the algorithm development and the FPGA-based architecture development are separately presented. Finally the experimental validation is presented.
Keywords :
AC motor drives; Kalman filters; sensorless machine control; synchronous machines; EKF sensorless AC drive; FPGA; controllers; extended Kalman filter; field programmable gate array; sensorless control algorithm; synchronous machine; Algorithm design and analysis; Computer architecture; Covariance matrix; Design methodology; Field programmable gate arrays; Optimization; Signal processing algorithms; Design Methodology; EKF; FPGA; Sensorless Controller; Synchronous Motor;
Conference_Titel :
Electrical Machines (ICEM), 2010 XIX International Conference on
Conference_Location :
Rome
Print_ISBN :
978-1-4244-4174-7
Electronic_ISBN :
978-1-4244-4175-4
DOI :
10.1109/ICELMACH.2010.5608085