Harmonics and waveform distortion is a significant power quality problem in modern power
systems with high penetration of Renewable Energy Sources (RES). This problem has …

Artificial intelligence (AI) techniques, particularly the neural networks, are recently having
significant impact on power electronics and motor drives. Neural networks have created a …

Hybrid electric vehicles are one of the most promising solutions for reducing pollution and
fuel consumption. However, their propulsion system comprises a number of different …

In this paper, an efficient and reliable neural active power filter (APF) to estimate and
compensate for harmonic distortions from an AC line is proposed. The proposed filter is …

Induction machines are often preferred in industrial applications at present. Therefore, it is
an important problem to know the electrical parameters of induction machines correctly …

Power quality disturbances are one of the main problems in an electric power system, where
deviations in the voltage and current signals can be evidenced. These sudden changes are …

The solution of inverse kinematics problem of redundant manipulators is a fundamental
problem in robot control. The inverse kinematics problem in robotics is the determination of …

In this paper, artificial neural networks are employed in a novel approach to identify
harmonic components of single-phase nonlinear load currents, whose amplitude and phase …

Voltage harmonics in the power system can interfere with the work of equipment and reduce
the quality of electrical power. This is overcome by using a Series Active Power Filter which …

The varying the phase shifts will completely change the shape of the distorted wave, and
may thus greatly affect the ability of the neural network to recognize harmonics. In this study …