Determination of Neural-Network Topology for Partial Discharge Pulse Pattern Recognition  

Oleh:

Bartnikas, R. ; Salama, M. M. A.

Jenis: Article from Journal - ilmiah internasional
Dalam koleksi: IEEE Transactions on Neural Networks vol. 13 no. 2 (2002), page 446-456.
Topik: TOPOLOGY; determination; neural - network; topology; partial discharge; pulse; pattern

Ketersediaan

Perpustakaan Pusat (Semanggi) Nomor Panggil: II36.6 Non-tandon: 1 (dapat dipinjam: 0) Tandon: tidak ada

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Isi artikel

A time - series approach has been employed to devise neural - network topologies for time dependent partial discharge pulse pattern recognition applications. The cascaded output neural -network structure was found to provide the highest success rate in differentiating between two different partial discharge patterns. This was accomplished by utilizing the indexed feature of the first stage output as one of the inputs into the second stage of the cascaded neural network.

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