期刊
STRUCTURAL CONTROL & HEALTH MONITORING
卷 25, 期 6, 页码 -出版社
JOHN WILEY & SONS LTD
DOI: 10.1002/stc.2173
关键词
impedance monitoring; prestress loss; RBFN; temperature compensation; tendon anchorage
资金
- National Research Foundation of Korea [NRF2016R1A2B4015087]
- Brain Korea 21 Plus
- Ministry of Education, Science and Technology [NRF2016R1A2B4015087]
- Basic Science Research Program through the National Research Foundation of Korea (NRF)
- National Research Foundation of Korea [22A20130000122, 2016R1A2B4015087] Funding Source: Korea Institute of Science & Technology Information (KISTI), National Science & Technology Information Service (NTIS)
In this study, a temperature compensation method based on radial basis function network (RBFN) is developed to monitor damage-induced impedance signatures in prestressed tendon anchorages under temperature variation. First, an impedance monitoring technique via a piezoelectric interface device is outlined for prestress-loss detection in the tendon anchorage system. Second, an RBFN-based algorithm is designed to filter out the temperature-induced variation in impedance signatures for damage monitoring. Finally, the feasibility of the proposed algorithm is verified for the prestress-loss monitoring in the test structure under the temperature-varying condition. A series of impedance measurements are conducted for the temperature-varying and prestress force-varying conditions. The RBFN-based algorithm is used to train a set of baseline impedance signatures for varying temperatures, and also to quantify damage-induced impedance signatures of the test structure. The effect of the size of RBFN training patterns on the accuracy of the proposed temperature compensation algorithm is also evaluated.
作者
我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。
推荐
暂无数据