Sensors in advancing the capabilities of corrosion detection: A review

MSB Reddy, D Ponnamma, KK Sadasivuni… - Sensors and Actuators A …, 2021 - Elsevier
Corrosion can cause serious damage, which leads to large economic loss, sometimes
combined with environmental pollution, or risk of personnel injuries. Today, corrosion has a …

Monitoring chloride-induced corrosion in metallic and reinforced/prestressed concrete structures using piezo sensors-based electro-mechanical impedance technique …

T Morwal, T Bansal, A Azam, V Talakokula - Measurement, 2023 - Elsevier
In metallic, reinforced concrete (RC) and prestressed concrete (PC) structures, corrosion is
one of the main problems which adversely affects its service life. Therefore, structural health …

Early-age concrete strength monitoring using smart aggregate based on electromechanical impedance and machine learning

G Li, M Luo, J Huang, W Li - Mechanical Systems and Signal Processing, 2023 - Elsevier
It is crucial to monitor the real-time strength development of early-age concrete, which is
related to the structure safety and construction efficiency of concrete. This paper proposed a …

A chemo-transport-damage model for concrete under external sulfate attack

S Qin, D Zou, T Liu, A Jivkov - Cement and Concrete Research, 2020 - Elsevier
Sulfate-induced deterioration can reduce the service life of a concrete structure. A coupled
chemo-transport-damage model for external sulfate attack is developed, which predicts the …

Deep learning-based autonomous damage-sensitive feature extraction for impedance-based prestress monitoring

TT Nguyen, TTV Phan, DD Ho, AMS Pradhan… - Engineering …, 2022 - Elsevier
In the electromechanical impedance-based technique, the selection of proper impedance
features and frequency bands has played a significant role in enhancing the results of …

Corrosion damage identification for reinforced concrete beam using embedded piezoelectric transducer: Numerical simulation

D Ai, L Du, H Li, H Zhu - Measurement, 2022 - Elsevier
This paper performed a numerical simulation on corrosion damage identification using
embedded piezoceramic (PZT) transducers. Three-dimensional finite element (FE) model of …

Bolt loosening detection using impedance based non-destructive method and probabilistic neural network technique with minimal training data

WS Na - Engineering Structures, 2021 - Elsevier
For centuries, bolted fastening has been widely used in aerospace, civil and mechanical
engineering areas to achieve joining of parts. However, studies have shown that vibration …

Intelligent monitoring and assessment on early-age hydration and setting of cement mortar through an EMI-integrated neural network

Q Yan, X Liao, C Zhang, Y Zhang, S Luo, D Zhang - Measurement, 2022 - Elsevier
In this study, the authors presented a smart sensing method for monitoring and evaluating
the early-age hydration and hardening process of cement mortar through the integration of …

Coda wave interferometry-based very early stage bolt looseness monitoring using a single piezoceramic transducer

D Chen, Z Shen, R Fu, B Yuan… - Smart Materials and …, 2022 - iopscience.iop.org
The traditional monitoring methods can only give warnings for the bolts with severe
looseness. However, it is essential for the safety of bolted joints to detect the looseness of …

Cloud-based pipe corrosion monitoring using electromechanical impedance instrumented piezoelectric ring sensor

X Fu, W Li, L Li, J Wang, B Lu, J Wu - Automation in Construction, 2023 - Elsevier
The corrosion of small-diameter pipes has resulted in numerous significant accidents and
substantial economic losses in both industrial and civil sectors. This paper presents a …