@inproceedings{25840a43cc8443798510f83cac6e54d7,
title = "Study of sensor fault detection based on modified SVM algorithm",
abstract = "Sensor is an essential device in automation control system, and the reliable sensor signal has the massive benefits of the normal operation of whole system. This paper proposed an improved support vector machine (SVM) which is modified by clone select algorithm (CSA) for sensor fault detection. CSA - SVM observer is established by monitoring sensor in real-time, so as to find sensor fault in time. Simulation results show that the algorithm can be effective for fault detection.",
keywords = "Clonal Selection, Fault detection, Support Vector Machine",
author = "Zhijia Yu and Yinan Xu and Yonghu Ma and Yujing Wu and Chung, \{Jin Gyun\}",
note = "Publisher Copyright: {\textcopyright} 2014 IEEE.; 11th International SoC Design Conference, ISOCC 2014 ; Conference date: 03-11-2014 Through 06-11-2014",
year = "2015",
month = apr,
day = "16",
doi = "10.1109/ISOCC.2014.7087656",
language = "English",
series = "ISOCC 2014 - International SoC Design Conference",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "294--295",
booktitle = "ISOCC 2014 - International SoC Design Conference",
}