Driving a novel phasors formula for a Digital MHO Relay Algorithm for high voltage transmission line based on neural networks

Autor:	Mohammed Osman, Auday A.H. Mohamad
Rok vydání:	2013
Předmět:	Artificial neural network business.industry Computer science Electrical engineering Fault detection and isolation Current transformer law.invention Electric power transmission Adaptive resonance theory Transmission line Relay law Digital protective relay business Algorithm
Zdroj:	2013 INTERNATIONAL CONFERENCE ON COMPUTING, ELECTRICAL AND ELECTRONIC ENGINEERING (ICCEEE).
DOI:	10.1109/icceee.2013.6633918
Popis:	A modified Digital MHO Relay Algorithm is present in this research. Phasors of voltage are used with no need to current signals. These phasors were combined with adaptive resonance theory (ART) neural network to eliminate the use of current phasors and then to current transformer. Artificial neural networks and fuzzy logic are used to achieve a high speed, more reliable and high accuracy fault detection for a high voltage transmission line. The neural network is trained to recognize faults on basis of a specific relay characteristic.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::663fc0788c9b504903ade2770c33e1a9 https://doi.org/10.1109/icceee.2013.6633918 Zobrazit plný text záznamu