@article {IOPORT.05721245, author = {Yu, Xiao-Hua and Li, Weiming and Taufik}, title = {Design and implementation of a neural network controller for real-time adaptive voltage regulation.}, year = {2009}, journal = {Neurocomputing}, volume = {73}, number = {1-3}, issn = {0925-2312}, pages = {531-535}, publisher = {Elsevier Science Publishers B.V., Amsterdam}, doi = {10.1016/j.neucom.2009.09.008}, abstract = {Summary: An adaptive controller based on multi-layer feed-forward neural network is developed for real-time voltage regulation of a class of PSFB (phase-shifted full-bridge) DC-DC converters. The controller has the unique advantages of nonlinear mapping and adaptive learning, and performs well over a wide range of input voltages and output load currents. The controller is implemented and tested in hardware using a DSP (digital signal processor) board. Experimental results show that it outperforms conventional controllers in both line regulation and load regulation.}, identifier = {05721245}, }