ANN Control Based Soft Switched Full-Bridge LED Driver Configuration for Street Lighting Application

In this work, full-bridge DC-to-DC converter setup is illustrated that can be used to adjust the brightness of Light Emitting Diode (LED). It performs significantly better when utilized with high-intensity lights. The suggested outline offers the advantages of dimming control, reduced switching loss, reduced supply voltage volatility, high efficiency, reduced Total Harmonic Distortion (THD), increased power factor, and lower cost. Legs may be added to enhance amount of LED bulbs. It can power various lighting loads and used in street lighting application. Proportional-Integral-Derivative (PID) and Artificial-Neural-Network (ANN) controllers are used to regulate voltage across loads and simulation values are presented. Suggested structure is simulated in MATLAB/Simulink software.