Data fusion approaches for structural health monitoring and system identification: Past, present, and future

RT Wu, MR Jahanshahi - Structural Health Monitoring, 2020 - journals.sagepub.com
During the past decades, significant efforts have been dedicated to develop reliable
methods in structural health monitoring. The health assessment for the target structure of …

[HTML][HTML] Deep learning in fault detection and diagnosis of building HVAC systems: A systematic review with meta analysis

F Zhang, N Saeed, P Sadeghian - Energy and AI, 2023 - Elsevier
Building sector account for significant global energy consumption and Heating Ventilation
and Air Conditioning (HVAC) systems contribute to the highest portion of building energy …

Fault diagnosis for rotating machinery using multiple sensors and convolutional neural networks

M **a, T Li, L Xu, L Liu… - IEEE/ASME transactions …, 2017 - ieeexplore.ieee.org
This paper presents a convolutional neural network (CNN) based approach for fault
diagnosis of rotating machinery. The proposed approach incorporates sensor fusion by …

Structural displacement measurement using an unmanned aerial system

H Yoon, J Shin, BF Spencer Jr - Computer‐Aided Civil and …, 2018 - Wiley Online Library
Abstract Vibration‐based Structural Health Monitoring (SHM) is one of the most popular
solutions to assess the safety of civil infrastructure. SHM applications all begin with …

Real‐time structural displacement estimation by fusing asynchronous acceleration and computer vision measurements

Z Ma, J Choi, H Sohn - Computer‐Aided Civil and Infrastructure …, 2022 - Wiley Online Library
Although displacement measurement is essential for many civil infrastructure applications,
the precise estimation of structural displacement remains a challenge. In this study, a …

Vision-based structural displacement measurement under ambient-light changes via deep learning and digital image processing

B Lu, B Bai, X Zhao - Measurement, 2023 - Elsevier
Structural displacement can provide critical information for structural safety assessment and
maintenance. Although vision-based displacement measurement has significant …

Monitoring of transport infrastructure exposed to multiple hazards: A roadmap for building resilience

DV Achillopoulou, SA Mitoulis, SA Argyroudis… - Science of the total …, 2020 - Elsevier
Monitoring-enhanced resilience in transport management is emerging together with the new
technologies and digital data, however have not been fully explored yet. Digital technologies …

Structural displacement estimation using accelerometer and FMCW millimeter wave radar

Z Ma, J Choi, L Yang, H Sohn - Mechanical Systems and Signal Processing, 2023 - Elsevier
Structural displacement plays a crucial role in structural health monitoring. However, its
measurement remains challenging for many civil infrastructure applications. This study …

Long-term displacement measurement of full-scale bridges using camera ego-motion compensation

J Lee, KC Lee, S Jeong, YJ Lee, SH Sim - Mechanical Systems and Signal …, 2020 - Elsevier
Civil infrastructures experience long-term deflection as a result of persistent and transitory
loadings, including self-weight, pre-stress, traffic, temperature variation, and stress …

A support vector regression (SVR)-based method for dynamic load identification using heterogeneous responses under interval uncertainties

Y Liu, L Wang, K Gu - Applied Soft Computing, 2021 - Elsevier
A support vector regression (SVR)-based method is presented in this paper, which aims to
reconstruct the uncertain dynamic load using heterogeneous responses. Essentially, the …