Harmonic Detection for Shunt Active Power Filter Using ADALINE Neural Network

This paper presents an efficient harmonic detection for real-time generation of the reference current fed to a shunt active power filter using ADALINE neural network. proposed method is single layer with 101 nodes generating coefficients referred as weights model. It effectively overcomes drawback technology, which instantaneous theory (PQ). The was implemented on TMS320F28335 DSP board and tested against MATLAB Simulink hardware-in-loop (HIL) structure. gives good performance by producing precise in short period uncomplicated calculation. also efficiently can eliminate individual current. achieved percentage total distortion (%THD) reduced following IEEE standard, while factor be maintained unity.