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기계학습 기법을 이용한 건전도 모니터링 시스템의 센서결함 탐지
Sensor Fault Detection for Structural Health Monitoring System Using Machine Learning Technique
2019 한국구조물진단유지관리공학회 봄 학술발표회 논문집 (2019.04)
pp.264-265
pp.264-265
한국구조물진단유지관리공학회
(The Korea Institute For Structural Maintenance and Inspection)
초록
The widespread sensors in a structural monitoring system provide vital support to its operation. Data is obtainedf rom sensors in a structural health monitoring system for integrity assessment of the structure, and false alarm will be frequently triggered if a faulty sensor is detected. In this study, a proposed method based on machine learning algorithm and Gaussian distribution is present to identify sensor fault.
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