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A sensor fault detection and isolation strategy by using a Dendritic Cell Algorithm | IEEE Conference Publication | IEEE Xplore

A sensor fault detection and isolation strategy by using a Dendritic Cell Algorithm


Abstract:

In this paper, an online sensor fault detection and isolation (FDI) scheme is proposed based on an emerging Artificial Immune System (AIS) algorithm, namely Dendritic Cel...Show More

Abstract:

In this paper, an online sensor fault detection and isolation (FDI) scheme is proposed based on an emerging Artificial Immune System (AIS) algorithm, namely Dendritic Cell Algorithm (DCA). Our proposed methodology is utilized in a distributed manner in order to perform sensor FDI in complex systems. The proposed methodology is then applied to a wind turbine benchmark model in order to demonstrate its capabilities.
Date of Conference: 09-12 October 2016
Date Added to IEEE Xplore: 09 February 2017
ISBN Information:
Conference Location: Budapest, Hungary

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