Title :
Self-tuning fuzzy PID controller for integrating processes
Author :
Simhachalam, Dharmana ; Mudi, R.K.
Author_Institution :
Dept. of Instrum. & Electron. Eng., Jadavpur Univ., Kolkata, India
fDate :
Jan. 31 2014-Feb. 2 2014
Abstract :
We propose a self-tuning fuzzy PID controller (STFPIDC) for integrating process with dead time whose output scaling factor (SF) is continuously adjusted in each sampling instant by a non-fuzzy gain modifying factor γ, which is defined on the sign of error and change of error of the controlled variable, and the number of their uniform fuzzy partitions. Performance of the proposed controller is studied for various integrating processes with dead-time under both setpoint change and load disturbance. Performance comparisons with other FLCs are provided in terms of various performance indices along with transient responses. Simulated results justify the effectiveness of the proposed STFPIDC.
Keywords :
adaptive control; fuzzy control; performance index; self-adjusting systems; three-term control; STFPIDC; controller performance; dead time; integrating processes; load disturbance; nonfuzzy gain; output scaling factor; performance indices; self-tuning fuzzy PID controller; setpoint change; transient responses; uniform fuzzy partitions; Instruments; Integrated circuits; Niobium; PD control; Process control; Tuning; Zinc; Fuzzy logic controller; Integrating process; Scaling factor; Self-tuning fuzzy control;
Conference_Titel :
Control, Instrumentation, Energy and Communication (CIEC), 2014 International Conference on
Conference_Location :
Calcutta
DOI :
10.1109/CIEC.2014.6959048