Title :
Performance improvement of a thermal system PID controller using Haar wavelet based denoising
Author :
Kanungo, Abhas ; Dewan, Lillie ; Mittal, Monika
Author_Institution :
Electr. Eng. Dept., NIT Kurukshetra, Kurukshetra, India
Abstract :
This paper presents improvement in the performance of a thermal system PID controller in the presence of noise using Haar wavelet based denoising. When noise enters in a thermal system it becomes unstable as the performance of the associated PID controller deteriorates. To improve this problem Haar wavelet based denoising is proposed. Multiresolution capability of Haar wavelet minimizes the effect of noise at different scales. Improvement in the performance of thermal system PID controller is achieved using the proposed methodology in terms of better transient response and disturbance rejection due to higher proportional and differential gains. Demonstration is done with the help of simulations.
Keywords :
Haar transforms; signal denoising; thermal variables control; three-term control; wavelet transforms; Haar wavelet based denoising; differential gain; disturbance rejection; proportional gain; proportional-integral-derivative controller; thermal system PID controller; transient response; Control systems; Noise; Noise reduction; Thermal noise; Thermal stability; Tuning; Wavelet transforms; Controller tuning; PID controller; Thermal control system; Wavelet; Wavelet Denoising;
Conference_Titel :
Industrial Instrumentation and Control (ICIC), 2015 International Conference on
Conference_Location :
Pune
DOI :
10.1109/IIC.2015.7150773