Particle swarm optimisation-based neuro-controller design for DC/DC buck converter Online publication date: Fri, 12-Nov-2010
by O.T. Altinoz, H. Erdem
International Journal of Reasoning-based Intelligent Systems (IJRIS), Vol. 2, No. 3/4, 2010
Abstract: This paper presents voltage mode control of buck converter by a simple neuro-controller (NC) which is trained by the particle swarm optimisation (PSO) algorithm. Structure of controller, PSO algorithm and training of neural networks (NN) is discussed in details. The dynamic performance of the controller under input voltage change and load current variations are presented and discussed in the simulation environment.
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