Classification of Partial Discharges Originating From Multilevel PWM Using Machine Learning

Autor: Thomas Hammarström, Ebrahim Balouji, Tomas McKelvey

Publikováno v: IEEE Transactions on Dielectrics and Electrical Insulation. 29:287-294

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::2aa22294b17e336292af85c56417c83d
https://doi.org/10.1109/tdei.2022.3148461

Locating high-impedance faults in DC microgrid clusters using support vector machines

Autor: Navid Bayati, Ebrahim Balouji, Hamid Reza Baghaee, Amin Hajizadeh, Mohsen Soltani, Zhengyu Lin, Mehdi Savaghebi

Publikováno v: Bayati, N, Balouji, E, Baghaee, H R, Hajizadeh, A, Soltani, M, Lin, Z & Savaghebi, M 2022, ' Locating high-impedance faults in DC microgrid clusters using support vector machines ', Applied Energy, vol. 308, 118338 . https://doi.org/10.1016/j.apenergy.2021.118338
Bayati, N, Balouji, E, Baghaee, H R, Hajizadeh, A, Soltani, M, Lin, Z & Savaghebi, M 2022, ' Locating High-Impedance Faults in DC Microgrid Clusters Using Support Vector Machines ', Applied Energy, vol. 308, 118338 . https://doi.org/10.1016/j.apenergy.2021.118338

With the increasing number of DC microgrids, DC microgrid clusters are emerging as a cost-effective solution. Therefore, due to the possible long distances between DC microgrids, once a fault occurs and is cleared, it should be located. Especially, l

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::cd25a4e5ec188f6028fb8a9f715d331f
https://vbn.aau.dk/da/publications/b4816f80-1a49-42c7-8b02-1f531c07b6a5

Common Spatial Pattern EEG decomposition for Phantom Limb Pain detection

Autor: Eva Lendaro, Ebrahim Balouji, Karen Baca, Azam Sheikh Muhammad, Max Ortiz-Catalan

Publikováno v: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2021

Phantom Limb Pain (PLP) is a chronic condition frequent among individuals with acquired amputation. PLP has been often investigated with the use of functional MRI focusing on the changes that take place in the sensorimotor cortex after amputation. In

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::35b308ea9b2d781c902dbb967bad135c
https://pubmed.ncbi.nlm.nih.gov/34891394

Deep Learning Based Harmonics And Interharmonics Pre-Detection Designed For Compensating Significantly Time-Varying Eaf Currents

Autor: Tomas McKelvey, Ozgul Salor, Ebrahim Balouji, Karl Bäckström

Publikováno v: IAS

In this research work, time- and frequency-domain Deep Learning (DL) based methods have been developed to pre-detect harmonic and interharmonic components of a current waveform of an Electric Arc Furnace (EAF) application. In the time-domain DL based

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2e13f1dc8e335efe7a4a82e2f4f2336e
https://aperta.ulakbim.gov.tr/record/70537

A Robust Transform-Domain Deep Convolutional Network for Voltage Dip Classification

Autor: Ebrahim Balouji, Math Bollen, Azam Bagheri, Irene Yu-Hua Gu

This paper proposes a novel method for voltage dip classification using deep convolutional neural networks. The main contributions of this paper include: (a) to propose a new effective deep convolutional neural network architecture for automatically

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8d72b654ebc10210a4da1f6b9f43eeae
http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-70217