Constructing markov models for reliability assessment with self-organizing maps

被引：0

作者：

Sperandio, Mauricio ^{[1
]}

Coelho, Jorge ^{[1
]}

机构：

[1] Univ Fed Santa Catarina, EEL, CTC, Labplan, Campus Univ Trindade, BR-88040900 Florianopolis, SC, Brazil

来源：

2006 INTERNATIONAL CONFERENCE ON PROBABILISTIC METHODS APPLIED TO POWER SYSTEMS, VOLS 1 AND 2 | 2006年

关键词：

markov processes; self-organizing feature maps; state assignment; reliability modeling;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

This paper shows how a pattern recognition method, the Self-Organizing Maps (SOM) or the Kohonen's neural network, can be used to construct a Markov model by means of state assignment to a process. This turns possible an easy and fast reliability study of Power Systems.

引用

页码：763 / 767

页数：5

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