DocumentCode :
3387546
Title :
Realization of Fuzzy PID controller used in turbine speed control system with FPGA
Author :
Yao, Minglin
Author_Institution :
Dept. of Inf. Eng., Tangshan Coll., Tangshan, China
Volume :
1
fYear :
2010
fDate :
9-10 Oct. 2010
Firstpage :
261
Lastpage :
264
Abstract :
The normal PID control of the turbine speed can not meet the control demand. Therefore, a method to design PID-like fuzzy controller with FPGA is proposed, and the PID parameters can be adjusted on line through the fuzzy inference system which used in the controller is aided with active rules selection mechanism. The design methods with FPGA of the processes such as treatment of gains, fuzzification, inference engine and defuzzification are described. The unique design methods enable the controller to function as a PD-Fuzzy controller, PI-Fuzzy controller and PID-Fuzzy controller. Through the comparison with the software controller, the similar results in step response and control action obtained, meanwhile the hardware controller has higher speed. The chosen target device is EP3C80 from Altera Company, and the design is able to produce an output at 0.331μs with frequency of 57.4MHz. All these features can meet the requirements of most industrial control system.
Keywords :
PD control; PI control; control system synthesis; field programmable gate arrays; fuzzy control; fuzzy reasoning; industrial control; three-term control; turbines; velocity control; Altera Company; FPGA; PD-fuzzy controller; PI-fuzzy controller; PID-like fuzzy controller design; control action; defuzzification; frequency 57.4 MHz; fuzzy inference engine; hardware controller; industrial control system; software controller; step response; target device; turbine speed control system; unique design method; Clocks; Niobium; PD control; Process control; Radiation detectors; Software; FPGA; active rules selection mechanism; control system of turbine speed; fuzzy PID controller;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Future Information Technology and Management Engineering (FITME), 2010 International Conference on
Conference_Location :
Changzhou
Print_ISBN :
978-1-4244-9087-5
Type :
conf
DOI :
10.1109/FITME.2010.5654907
Filename :
5654907
Link To Document :
بازگشت