Application Research of CMAC-PID Control in Photovoltaic Tracking System

Abstract

In order to improve the generated energy of PV array and adding the utilization ration of solar energy, the photovoltaic tracking system adapts electro-optical tracking techniques which making the solar panels always perpendicular to sunlight. This paper mainly introduces the basic structure of photovoltaic automatic tracking system and the control strategy of the stepper motor. The theories of cerebellum model articulation controller and conventional PID control are also described. And combined with the characteristics of PID control, the compound control based on the cerebellum model articulation controller and conventional PID was applied to photovoltaic automatic tracking system and compared with fuzzy PID control algorithm. The simulation result shows that the cerebellum model articulation controller and conventional PID parallel control algorithm has the advantage of small overshoot, high robustness, fast response, high control accuracy, and so on.

Algorithm Study on Physical Adaptive Regulation Based on BP Neural Network

“…Cell consists of a plurality of dendrites, and one of its important functions is to accept the multi stimulus information which transfers from other neural channels. There is only one cell body, and its main function is to carry on the targeted treatment on the accepted stimulus information [3,4].…”

The Multi-Objective Optimization on Milling Parameters of Ultra-High Strength Steel 30Cr3SiNiMoVA

“…In the actual processing, researchers mostly tend to select the optimal cutting parameters basing on the maximization of one target (processing quality or efficiency), which may lead to some adverse results while some goals are achieved. Multi-objective optimization is a method which intends to make the multiple targets achieve the possible optimal solutions at the same time, and has been widely adopted in the engineering applications [5,6].…”