Title :
Predictive PID controller for DC-DC converters using an adaptive prediction error filter
Author :
Algreer, M. ; Armstrong, M. ; Giaouris, D.
Author_Institution :
Newcastle Univ., Newcastle upon Tyne, UK
Abstract :
This paper presents a predictive PID controller for DC-DC converters using an adaptive prediction error filter (PEF) in the controller feedback loop. The concept of using an adaptive PEF is clearly described, and mathematical analysis of central concepts, such as the Auto-Regressive (AR) process generator and Moving Average (MA) identifier are explained in detail. The direct relationship between an adaptive PEF and a digital Proportional-Derivative (PD) controller is also presented. This leads to the development of an adaptive Proportional-Derivative + Integral (PD+I) control structure which is an effective substitute to a conventional PID controller. Experimental validation shows that the approach results in a fast adaptive controller with self-loop compensation.
Keywords :
DC-DC power convertors; adaptive control; adaptive filters; digital control; feedback; mathematical analysis; predictive control; three-term control; DC-DC converters; adaptive PEF; adaptive prediction error filter; adaptive proportional-derivative-integral control structure; autoregressive process generator; controller feedback loop; digital proportional-derivative controller; fast adaptive controller; mathematical analysis; moving average identifier; predictive PID controller; Adaptive Controller; Adaptive Filter; DC-DC Converter; PID; System Identification;
Conference_Titel :
Power Electronics, Machines and Drives (PEMD 2012), 6th IET International Conference on
Conference_Location :
Bristol
Electronic_ISBN :
978-1-84919-616-1
DOI :
10.1049/cp.2012.0213