The Application of Self-Organizing Map (SOM) to Assess Power Communication Network Reliability

Ping Wang; Ji Hong Shi; Ling Zhao; Rong Zong

doi:10.4028/www.scientific.net/AMM.65.585

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vol. 65The Application of Self-Organizing Map (SOM) to...

The Application of Self-Organizing Map (SOM) to Assess Power Communication Network Reliability

Abstract:

A novel method was proposed to evaluate the reliability of power communication network based on self-organizing map via analyzing the problems of current power communication network reliability evaluation. This proposed method overcomes not only the influence of subjective factors on the evaluation, but also the problem of weight. Excellent results were obtained by applying the new model to evaluating the ten communication networks. Therefore, it is proven to be objective, reasonable and effective in practice.

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Periodical:

Applied Mechanics and Materials (Volume 65)

Pages:

585-589

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.65.585

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Online since:

June 2011

Authors:

Ping Wang, Ji Hong Shi, Ling Zhao, Rong Zong

Keywords:

Evaluation, Power Communication Network, Reliability, SOM

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