Artificial neural networks and genetic algorithm for transformer winding/insulation faults

• Main Authors: K.S.R., Rao, K.N., Nashruladin
• Format: Conference or Workshop Item
• Published: 2008
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utp.edu.my/479/1/paper.pdf; http://www.scopus.com/inward/record.url?eid=2-s2.0-62449167627&partnerID=40&md5=d2e1f283b0ba197ba105a278ea3d021d; http://eprints.utp.edu.my/479/

This paper presents an application of Artificial Neural Network and Genetic Algorithm for transformer winding/insulation faults diagnosed using Dissolved Gas in Oil Analysis. A back propagation training method is applied in neural network to detect the faults without cellulose involvement. Genetic A...