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Real time structural damage detection using wireless sensing and monitoring system - دانلود رایگان



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Real-time structural damage detection using wireless sensing and monitoring systemAbstract. A wireless sensing system is designed for application to structural monitoring and damage
detection applications. Embedded in the wireless monitoring module is a two-tier prediction model, the autoregressive
(AR) and the autoregressive model with exogenous inputs (ARX), used to obtain damage sensitive
features of a structure. To validate the performance of the proposed wireless monitoring and damage detection
system, two near full scale single-story RC-frames, with and without brick wall system, are instrumented with
the wireless monitoring system for real time damage detection during shaking table tests. White noise and
seismic ground motion records are applied to the base of the structure using a shaking table. Pattern
classification methods are then adopted to classify the structure as damaged or undamaged using time series
coefficients as entities of a damage-sensitive feature vector. The demonstration of the damage detection
methodology is shown to be capable of identifying damage using a wireless structural monitoring system. The
accuracy and sensitivity of the MEMS-based wireless sensors employed are also verified through comparison
to data recorded using a traditional wired monitoring system


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