TY - JOUR
T1 - A new approach for damage detection in asphalt concrete pavements using battery-free wireless sensors with non-constant injection rates
AU - Hasni, Hassene
AU - Alavi, Amir H.
AU - Jiao, Pengcheng
AU - Lajnef, Nizar
AU - Chatti, Karim
AU - Aono, Kenji
AU - Chakrabartty, Shantanu
N1 - Funding Information:
The presented work is supported by a research grant from the Federal Highway Administration (FHWA) (DTFH61-13-C-00015).
Publisher Copyright:
© 2017 Elsevier Ltd
PY - 2017/11
Y1 - 2017/11
N2 - This study presents a novel approach for detection of bottom-up cracking in asphalt concrete (AC) pavements using self-powered wireless sensor (SWS) with non-constant injection rates. The performance of the sensors was evaluated through numerical and experimental studies on an asphalt concrete specimen under three-point bending configuration. Damage was introduced by making notches with different sizes at the bottom of the specimen. Different 3D finite element (FE) models were developed using ABAQUS to generate the sensor output data for different damage states. Thereafter, the laboratory tests were carried on the same specimen to validate the performance of the proposed damage detection approach. Polyvinylidene fluoride (PVDF) piezoelectric film was used to harvest the strain energy from the host structure and empower the sensor. In order to protect the embedded sensor, an H-shape packaging system was designed and tested. The results indicate that the progression of bottom-up cracks can be accurately detected using the proposed self-powered sensing system.
AB - This study presents a novel approach for detection of bottom-up cracking in asphalt concrete (AC) pavements using self-powered wireless sensor (SWS) with non-constant injection rates. The performance of the sensors was evaluated through numerical and experimental studies on an asphalt concrete specimen under three-point bending configuration. Damage was introduced by making notches with different sizes at the bottom of the specimen. Different 3D finite element (FE) models were developed using ABAQUS to generate the sensor output data for different damage states. Thereafter, the laboratory tests were carried on the same specimen to validate the performance of the proposed damage detection approach. Polyvinylidene fluoride (PVDF) piezoelectric film was used to harvest the strain energy from the host structure and empower the sensor. In order to protect the embedded sensor, an H-shape packaging system was designed and tested. The results indicate that the progression of bottom-up cracks can be accurately detected using the proposed self-powered sensing system.
KW - Damage detection
KW - Finite element modeling
KW - Non-constant injection rate
KW - Polyvinylidene fluoride
KW - Self-powered wireless sensor
UR - http://www.scopus.com/inward/record.url?scp=85021996759&partnerID=8YFLogxK
U2 - 10.1016/j.measurement.2017.06.035
DO - 10.1016/j.measurement.2017.06.035
M3 - Article
AN - SCOPUS:85021996759
SN - 0263-2241
VL - 110
SP - 217
EP - 229
JO - Measurement: Journal of the International Measurement Confederation
JF - Measurement: Journal of the International Measurement Confederation
ER -