Proceedings of the KIEE Conference (대한전기학회:학술대회논문집)
- 2003.07d
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- Pages.2091-2093
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- 2003
A Study on the Design of Sensor Fault Detection System Based on MLP
MLP기반 온라인 센서 고장검출 기법에 관한 연구
- Kim, Dong-Hoe (School of Electronics and Information Eng., Kunsan National University) ;
- Kim, Kwang-Jun (School of Electronics and Information Eng., Kunsan National University) ;
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Kim, Sung-Ho
(School of Electronics and Information Eng., Kunsan National University)
- Published : 2003.07.21
Abstract
Generally, the correlation between the responses of various sensors can be exploited to detect a possible malfunctioning sensor during operation. The sensor fault detection is implemented by using the regression ability of artificial neural networks(ANN). In this work, sensor fault detection scheme based on ANN is proposed. To verify its applicability, simulation study on the water data gathered from Saemangeum measurement stations is executed.
Keywords