Sensor data reconstruction using bidirectional recurrent neural network with application to bridge monitoring

Seongwoon Jeong
Seongwoon Jeong
Max Ferguson
Max Ferguson

Advanced Engineering Informatics, pp. 1009912019.

Cited by: 2|Views6
EI

Abstract:

•Reconstruction of sensor data by considering spatiotemporal correlation among sensor data.•Use of bidirectional recurrent neural network (BRNN) for sensor data reconstruction.•Evaluation of data reconstruction accuracy with the sensor data collected from a bridge in service.

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