Artificial neural network-based early-age concrete strength monitoring using dynamic response signals

J Kim, C Lee, S Park - Sensors, 2017 - mdpi.com
Concrete is one of the most common materials used to construct a variety of civil
infrastructures. However, since concrete might be susceptible to brittle fracture, it is essential …

Concrete early-age strength monitoring using embedded piezoelectric transducers

H Gu, G Song, H Dhonde, YL Mo… - Smart materials and …, 2006 - iopscience.iop.org
At early ages of concrete structures, strength monitoring is important to determine the
structures' readiness for service. Piezoelectric-based strength monitoring methods provide …

Nondestructive concrete strength estimation based on electro-mechanical impedance with artificial neural network

TK Oh, J Kim, C Lee, S Park - Journal of advanced concrete …, 2017 - jstage.jst.go.jp
Concrete is one of the most common materials used to construct a variety of civil
infrastructures. However, since concrete is susceptible to fractures, it is essential to confirm …

Concrete strength evaluation in an early-age curing process using SVM with ultrasonic harmonic waves

T Oh, J Kim, A Zhang, C Lee… - Insight-Non-Destructive …, 2016 - ingentaconnect.com
Previous studies have not advanced a method for measuring the strength of concrete at an
early age. In this study, an embedded piezoelectric sensor module has been developed for …

Integrating embedded piezoelectric sensors with continuous wavelet transforms for real-time concrete curing strength monitoring

JW Kim, J Kim, S Park, TK Oh - Structure and Infrastructure …, 2015 - Taylor & Francis
It is highly necessary to evaluate strength development during the curing process to ensure
the quality of concrete in construction using concrete. In particular, curing strength …

Early age strength monitoring of concrete structures using embedded smart piezoelectric transducers

H Gu, G Song, H Dhonde, YL Mo… - … Sensor Technologies for …, 2006 - spiedigitallibrary.org
It is important to conduct early age strength monitoring of concrete structures because it will
help speed up construction. Piezoelectric-based strength monitoring method provides an …

Early-age concrete strength estimation technique using embedded piezoelectric self-sensing impedance

J Kim, JW Kim, S Park - EWSHM-7th European workshop on …, 2014 - inria.hal.science
Recently, demands for the construction of Nuclear Power Plants (NPP) using high strength
concrete (HSC) has been increased. However, HSC might be susceptible to brittle fracture if …

Predicting concrete strength early age using a combination of machine learning and electromechanical impedance with nano-enhanced sensors

H Ju, L Xing, AH Ali, IE El-Arab, AEA Elshekh… - Environmental …, 2024 - Elsevier
To ensure the structural integrity of concrete and prevent unanticipated fracturing, real-time
monitoring of early-age concrete's strength development is essential, mainly through …

Deep learning neural networks for monitoring early-age concrete strength through a surface-bonded PZT sensor configuration

T Jena, AK Raj, TJ Saravanan, T Bansal - Measurement, 2025 - Elsevier
Monitoring the immediate evolution of concrete's strength is essential to ensure structural
integrity and construction efficiency, requiring Forecasting to avoid unforeseen and severe …

Nondestructive Wireless Monitoring of Early‐Age Concrete Strength Gain Using an Innovative Electromechanical Impedance Sensing System

CP Providakis, EV Liarakos… - Smart Materials …, 2013 - Wiley Online Library
Monitoring the concrete early‐age strength gain at any arbitrary time from a few minutes to a
few hours after mixing is crucial for operations such as removal of frameworks, prestress, or …