DocumentCode :
720737
Title :
Fuzzy speed controller for an induction motor associated with the Direct Torque Control: Implementation on the FPGA
Author :
Krim, Saber ; Gdaim, Soufien ; Mtibaa, Abdellatif ; Mimouni, Mohamed Faouzi
Author_Institution :
Lab. of Electron. & Microelectron., Univ. of Monastir, Monastir, Tunisia
fYear :
2015
fDate :
28-30 April 2015
Firstpage :
492
Lastpage :
497
Abstract :
In this paper an improvement of the Conventional Direct Torque Control (CDTC) of an induction motor is presented using the artificial intelligence to control the motor speed and an implementation on the FPGA (Field Programmable Gate Array). The conventional Proportional Integral (PI) controller of speed is widely used in industry due to its simplicity and robustness, but when the dynamics of the system changes with the time and operating conditions, the effectiveness of this controller decreases. In order to overcome the conventional PI limitations the fuzzy logic is used. Also, the digital implementation of the CDTC with fuzzy controller of speed is based on the FPGA whose purpose is to overcome the software solutions (DSP, Microcontrollers) limitations, like the processing time which increases the sampling period due to its sequential processing. The FPGA is characterized by high processing speed due to its parallel processing. The obtained simulation and implementation results using Xilinx System Generator (XSG) and the FPGA Virtex 5 demonstrated that the proposed control strategy is able to obtain high performances.
Keywords :
PI control; control engineering computing; field programmable gate arrays; fuzzy control; induction motors; machine control; parallel processing; robust control; torque control; velocity control; CDTC; DSP; FPGA Virtex 5; PI controller; XSG; Xilinx system generator; artificial intelligence; control strategy; conventional direct torque control; field programmable gate array; fuzzy logic; fuzzy speed controller; induction motor; motor speed; nicrocontroller; parallel processing; proportional integral controller; robustness; software solution; Field programmable gate arrays; Induction motors; Mathematical model; Niobium; Stators; Torque; Torque control; Direct Torque Control (DTC); Field Programmable Gate Array (FPGA); Induction Motor; Xilinx System Generator (XSG); fuzzy PI controller;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems and Control (ICSC), 2015 4th International Conference on
Conference_Location :
Sousse
Print_ISBN :
978-1-4673-7108-7
Type :
conf
DOI :
10.1109/ICoSC.2015.7153297
Filename :
7153297
Link To Document :
بازگشت