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
收藏
页码：763 / 767
页数：5
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