… Using the interharmonic voltages as its features, a multi-class supportvectormachine identifies the faultlocation within the faulty zone. Simulations are conducted on a test MG to obtain …
… An interharmonic injection method is proposed to enable detection of faultlocation in meshed microgrids. By appropriate selection of interharmonic amplitudes and proper design of the …
A Forouzesh, MS Golsorkhi… - 7th Iran Wind Energy …, 2021 - ieeexplore.ieee.org
… Abstract—This paper presents a supportvectormachine (SVM)-basedfault detection … To enhance the precision of the faultlocation, triple interharmonic injection scheme was proposed …
… Also, in [22], a survey is given of the many artificial intelligence (AI) methods used in the study of harmonics, including decision trees, supportvectormachines (SVM), FL, and ANNs. In …
… supportvectormachines and convolutional neural networks for fault detection in microgrids, … in harmonic/interharmonic detection and monitoring techniques, fault detection, and …
T Biswal, SK Parida - Electric Power Systems Research, 2022 - Elsevier
… zone and non-faulty zone classification. The accuracy of the technique is analyzed with other classifiers like supportvectormachine(… distribution feeders based on inter-harmonic current …
VF Couto, M Moreto - IEEE Access, 2023 - ieeexplore.ieee.org
… (PCA - Principal Component Analysis), and classification by supportvectormachine (SVM). … Mallick, “Interharmonicsbased high impedance fault detection in distribution systems using …
… High impedance fault detection and isolation in power distribution networks usingsupport vectormachines. Journal of King Saud University - Engineering Sciences, 32(8), 524–535. …
… .0, that uses Procrustes analysis, and a supportvectormachine (… In this work, the interharmonic injection takes eight cycles of … removing the interharmonic. Different setups related to the …