A literature review of next‐generation smart sensing technology in structural health monitoring

S Sony, S Laventure, A Sadhu - Structural Control and Health …, 2019 - Wiley Online Library
Advent of computationally efficient smartphones, inexpensive high‐resolution cameras,
drones, and robotic sensors has brought a new era of next‐generation intelligent monitoring …

[HTML][HTML] Piezoelectric transducer-based structural health monitoring for aircraft applications

X Qing, W Li, Y Wang, H Sun - Sensors, 2019 - mdpi.com
Structural health monitoring (SHM) is being widely evaluated by the aerospace industry as a
method to improve the safety and reliability of aircraft structures and also reduce operational …

[HTML][HTML] Implementing data-driven smart city applications for future cities

Y Kaluarachchi - Smart Cities, 2022 - mdpi.com
Cities are investing in data-driven smart technologies to improve performance and efficiency
and to generate a vast amount of data. Finding the opportunities to innovatively use this data …

[HTML][HTML] The state of the art of data science and engineering in structural health monitoring

Y Bao, Z Chen, S Wei, Y Xu, Z Tang, H Li - Engineering, 2019 - Elsevier
Structural health monitoring (SHM) is a multi-discipline field that involves the automatic
sensing of structural loads and response by means of a large number of sensors and …

Tackling photonic inverse design with machine learning

Z Liu, D Zhu, L Raju, W Cai - Advanced Science, 2021 - Wiley Online Library
Abstract Machine learning, as a study of algorithms that automate prediction and decision‐
making based on complex data, has become one of the most effective tools in the study of …

[HTML][HTML] Embedded sensors for structural health monitoring: Methodologies and applications review

PM Ferreira, MA Machado, MS Carvalho, C Vidal - Sensors, 2022 - mdpi.com
Sensing Technology (ST) plays a key role in Structural Health-Monitoring (SHM) systems.
ST focuses on developing sensors, sensory systems, or smart materials that monitor a wide …

[HTML][HTML] A review of the piezoelectric electromechanical impedance based structural health monitoring technique for engineering structures

WS Na, J Baek - Sensors, 2018 - mdpi.com
The birth of smart materials such as piezoelectric (PZT) transducers has aided in
revolutionizing the field of structural health monitoring (SHM) based on non-destructive …

A review on recent progress of portable short-range noncontact microwave radar systems

C Li, Z Peng, TY Huang, T Fan, FK Wang… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
This paper reviews recent progress of portable short-range noncontact microwave radar
systems for motion detection, positioning, and imaging applications. With the continuous …

Wireless MEMS-based accelerometer sensor boards for structural vibration monitoring: A review

A Sabato, C Niezrecki, G Fortino - IEEE Sensors Journal, 2016 - ieeexplore.ieee.org
Monitoring and analysing the integrity of structures and machinery is important for economic,
operational, and mission critical reasons. In recent years, there has been growing interest in …

Toward data anomaly detection for automated structural health monitoring: Exploiting generative adversarial nets and autoencoders

J Mao, H Wang, BF Spencer Jr - Structural Health Monitoring, 2021 - journals.sagepub.com
Damage detection is one of the most important tasks for structural health monitoring of civil
infrastructure. Before a damage detection algorithm can be applied, the integrity of the data …