351. A Genetic Algorithm Design Method for A Current Controller Employing 'Two Ahead' Prediction
- Author
-
Pericle Zanchetta, Milijana Odavic, and Mark Sumner
- Subjects
Model predictive control ,Engineering ,business.industry ,Control theory ,Control system ,Genetic algorithm ,Extrapolation ,Waveform ,Digital control ,Power filter ,business ,Active filter - Abstract
This paper introduces an improved predictive control for the control of the current in a three-phase active shunt power filter (ASF). The proposed control system compensates for unavoidable digital controller delays, and provides an accurate prediction of the ASF behaviour in the next sampling period. A "two ahead" current reference prediction is proposed which estimates the filter current two samples in advance. The predictor is based on a second order extrapolation method, and can also account for sudden changes in the reference waveform. A genetic algorithm is used for parameter optimisation in the reference prediction/extrapolation formula. In addition to good tracking performance, the proposed controller is insensitive to measurement noise. The effectiveness of the proposed method is verified through experiment.
- Published
- 2006