Bayesian multiple linear regression and new modeling paradigm for structural deflection robust to data time lag and abnormal signal

H Zhao, Y Ding, L Meng, Z Qin, F Yang… - IEEE Sensors …, 2023 - ieeexplore.ieee.org
Long-span bridges are the lifeline throats of urban transportation network. Deflection (ie,
deformation) behavior of long-span bridges is complex. It can be found from long-term …

Distributed optical fiber sensing and applications based on large-scale fiber Bragg grating array

X Gui, Z Li, X Fu, H Guo, Y Wang… - Journal of Lightwave …, 2023 - ieeexplore.ieee.org
To achieve data-driven intelligence in engineering applications, the key requirements for
distributed optical fiber sensor networks are large capacity, long distance, dense distribution …

Deep displacement monitoring and foundation base boundary reconstruction analysis of diaphragm wall based on ultra-weak FBG

H Han, B Shi, L Zhang, Q Chen, C Wang, L Ding… - … and Underground Space …, 2021 - Elsevier
The instability or destruction of diaphragm walls in underground engineering will cause
significant economic losses and casualties. The distributed and high-precision monitoring of …

An FBG displacement sensor in deformation monitoring of subway floating slab

H Li, G Xu, X Gui, L Liang, Z Li - IEEE sensors journal, 2020 - ieeexplore.ieee.org
In order to monitoring vibration-reduction and vibration-isolation effects of subway floating
slab, an FBG displacement sensor was developed to monitor the deformation of the subway …

Open-set event recognition model using 1-D RL-CNN with OpenMax algorithm for distributed optical fiber vibration sensing system

Z Zhou, W Jiao, X Hu, D Zhang, J Qu… - IEEE Sensors …, 2023 - ieeexplore.ieee.org
Distributed optical fiber vibration sensing system (DVS) based on phase-sensitive optical
time domain reflectometer (OTDR) is widely used for its simple structure and high sensitivity …

Evaluating the effect of post-grouting on long bored pile based on ultra-weak fiber Bragg grating array

X Zheng, B Shi, M Sun, X Wang, K Wang, W Ni - Measurement, 2023 - Elsevier
Fiber optic sensing has been widely acknowledged as a dependable tool to monitor pile
performance. However, its applicability is restricted by the limited multiplexing capacity of …

msCNN-LSTM perimeter intrusion vibration signal identification method based on ultra-weak FBG arrays

H Jiang, Q Zeng, J Li - Optical Fiber Technology, 2023 - Elsevier
To improve the recognition rate of ultra-weak fiber Bragg grating (UWFBG) arrays in
perimeter security monitoring, this paper proposes a msCNN-LSTM combinatorial model …

Intrusion identification using GMM-HMM for perimeter monitoring based on ultra-weak FBG arrays

F Liu, H Zhang, X Li, Z Li, H Wang - Optics Express, 2022 - opg.optica.org
Intrusion identification has been an intractable task for perimeter security. One of the primary
challenges is to possess high identification rate over a long-distance range monitoring. This …

Multi-parameter information detection of aircraft taxiing on an airport runway based on an ultra-weak FBG sensing array

M Liu, Y Xu, J Guo, J Wang, S Li, J Ma, L Sun - Optics Express, 2024 - opg.optica.org
Tracking the moving state and analyzing the distribution feature of an aircraft taxiing on the
pavement are crucial for runway safety management. One challenge is to provide a reliable …

Online long-distance monitoring of subway vibration reduction effect using ultra-weak fiber Bragg grating arrays

F Liu, B Xu, H Wang, J Jiang, S Li, Z Li - Measurement, 2023 - Elsevier
Monitoring the subway vibration reduction effect is vital since subway train-induced vibration
brings great damage and distress to the buildings and residents along the metro line. To …