Monitoring and assessing concrete member states using implantable sensing technology and enhanced long short-term memory networks
Qingzhao Kong,
Yewei Ding,
Bin Ma
et al.
Abstract:Monitoring the state of concrete structures and assessing their performance are significant tasks for civil engineering. This study proposes a combined technique of novel concrete implantable bar (CIB) transducers and enhanced long short-term memory (LSTM) networks for monitoring and assessing reinforced concrete (RC) beam state over the whole loading process. The CIB can be installed on the inspected structure in an implantable manner. It contains an array of piezoceramic sensing units that can generate and r… Show more
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