Noninvasive pressure monitoring using acoustic resonance spectroscopy and machine learning

Prisbrey, M.; Pereira, D.; Greenhall, J.; Davis, E.; Vakhlamov, P.; Chavez, C.; Pantea, C.

doi:10.1016/j.mlwa.2024.100589

Title: Noninvasive pressure monitoring using acoustic resonance spectroscopy and machine learning

Journal Article · 01 December 2024 · Machine Learning with Applications

DOI: https://doi.org/10.1016/j.mlwa.2024.100589 · OSTI ID:2466282

; Pereira, D.; Greenhall, J.; Davis, E.; Vakhlamov, P.; Chavez, C.; Pantea, C.

Not Available

View Journal Article

Cite

Export

Save

Research Organization:: Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)

Sponsoring Organization:: USDOE; USDOE Laboratory Directed Research and Development (LDRD) Program

Grant/Contract Number:: 89233218CNA000001

OSTI ID:: 2466282

Report Number(s):: LA-UR--24-21086; S2666827024000653; 100589; PII: S2666827024000653

Journal Information:: Machine Learning with Applications, Journal Name: Machine Learning with Applications Journal Issue: C Vol. 18; ISSN 2666-8270

Publisher:: ElsevierCopyright Statement

Country of Publication:: United Kingdom

Language:: English

References (19)

Internal Pressure Monitoring in a Post-tensioned Containment Building Using Operational Vibration Spalvier, Agustin; Eiras, Jesus; Cetrangolo, Gonzalo Journal of Nondestructive Evaluation, Vol. 39, Issue 3 https://doi.org/10.1007/s10921-020-00716-y	journal	September 2020
A new nondestructive technique for measuring pressure in vessels by surface waves Zhang, Hongjian; He, Qing; Yan, Yong Applied Acoustics, Vol. 69, Issue 10 https://doi.org/10.1016/j.apacoust.2007.05.011	journal	October 2008
Design and analysis of filament-wound composite pressure vessels based on non-geodesic winding Zu, Lei; Xu, Hui; Wang, Huabi Composite Structures, Vol. 207 https://doi.org/10.1016/j.compstruct.2018.09.007	journal	January 2019
Application of Filament Winding Technology in Composite Pressure Vessels and Challenges: A Review Azeem, Mohammad; Ya, Hamdan Haji; Alam, Mohammad Azad Journal of Energy Storage, Vol. 49 https://doi.org/10.1016/j.est.2021.103468	journal	May 2022
A diaphragm-type fiber Bragg grating pressure sensor with temperature compensation Huang, Jun; Zhou, Zude; Wen, Xiaoyan Measurement, Vol. 46, Issue 3 https://doi.org/10.1016/j.measurement.2012.10.010	journal	April 2013
Pressure monitoring of Special Nuclear Material containment Sharp, Elizabeth H.; Bernard, Robert; Bolton, Gary NDT & E International, Vol. 133 https://doi.org/10.1016/j.ndteint.2022.102760	journal	January 2023
Ultrasonic wave based pressure measurement in small diameter pipeline Wang, Dan; Song, Zhengxiang; Wu, Yuan Ultrasonics, Vol. 63 https://doi.org/10.1016/j.ultras.2015.06.002	journal	December 2015
Soft Capacitive Pressure Sensors: Trends, Challenges, and Perspectives Ha, Kyoung-Ho; Huh, Heeyong; Li, Zhengjie ACS Nano, Vol. 16, Issue 3 https://doi.org/10.1021/acsnano.2c00308	journal	March 2022
Ultrasonic method for static pressure measurement Diodati, P. Review of Scientific Instruments, Vol. 57, Issue 2 https://doi.org/10.1063/1.1138932	journal	February 1986
A Noninvasive Pressure Measurement Technique and the Potential for Integrated Calibration Guers, Manton J.; Fontana, Christopher J.; Tittmann, Bernhard R. AIP Conference Proceedings https://doi.org/10.1063/1.2902613	conference	January 2008
Ultrasonic pressure measurement in pressure vessels Bi, Yao; Zhou, Hongliang; Huang, Zhiyao Review of Scientific Instruments, Vol. 85, Issue 12 https://doi.org/10.1063/1.4902338	journal	December 2014
Theory of the magnetomechanical effect Jiles, D. C. Journal of Physics D: Applied Physics, Vol. 28, Issue 8 https://doi.org/10.1088/0022-3727/28/8/001	journal	August 1995
Non-invasive pressure measurement based on magneto-mechanical effects Zeng, Zhoumo; Zhao, Chengwu; Huang, Xinjing Measurement Science and Technology, Vol. 29, Issue 9 https://doi.org/10.1088/1361-6501/aad60f	journal	August 2018
Pressure and Temperature Sensor Based on Graphene Diaphragm and Fiber Bragg Gratings Dong, Nannan; Wang, Sumei; Jiang, Lan IEEE Photonics Technology Letters, Vol. 30, Issue 5 https://doi.org/10.1109/LPT.2017.2786292	journal	March 2018
Nondestructive Pressure Measurement in Vessels Using Rayleigh Waves and $L_{\rm CR}$ Waves Ling, Zhangwei; Zhou, Hongliang; Zhang, Hongjian IEEE Transactions on Instrumentation and Measurement, Vol. 58, Issue 5 https://doi.org/10.1109/TIM.2009.2012936	journal	May 2009
Resonance frequencies of a spherical aluminum shell subject to static internal pressure Piacsek, Andrew A.; Abdul-Wahid, Sami; Taylor, Robert The Journal of the Acoustical Society of America, Vol. 131, Issue 6 https://doi.org/10.1121/1.4721647	journal	May 2012
Force Sensing Resistor and Evaluation of Technology for Wearable Body Pressure Sensing Giovanelli, Davide; Farella, Elisabetta Journal of Sensors, Vol. 2016 https://doi.org/10.1155/2016/9391850	journal	January 2016
Stress Estimation Using the Acoustoelastic Effect of Surface Waves in Weak Anisotropic Materials Jun, Jihyun; Shim, Young-Dae; Jhang, Kyung-Young Applied Sciences, Vol. 10, Issue 1 https://doi.org/10.3390/app10010169	journal	December 2019
A Non-Intrusive Pressure Sensor by Detecting Multiple Longitudinal Waves Zhou, Hongliang; Lin, Weibin; Ge, Xiaocheng Sensors, Vol. 16, Issue 8 https://doi.org/10.3390/s16081237	journal	August 2016

Similar Records

Noninvasive Acoustic Measurements in Cylindrical Shell Containers

Journal Article · 2021 · IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control · OSTI ID:1826388

Greenhall, John; Hakoda, Christopher; Davis, Eric S.; +2 more

Age Dating of Repurified and Mixed Plutonium Using Machine Learning

Journal Article · 2024 · Nuclear Science and Engineering · OSTI ID:2352528

Pietrykowski, Michael; Scott, Mark R.

Genetic Algorithm-Wavelet Transform Feature Extraction for Data-Driven Acoustic Resonance Spectroscopy

Journal Article · 2023 · IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control · OSTI ID:1974631

Greenhall, John; Sinha, Dipen N.; Pantea, Cristian

Related Subjects

47 OTHER INSTRUMENTATION
Acoustic resonance spectroscopy
Machine learning
Noninvasive
Pressure monitoring

Title: Noninvasive pressure monitoring using acoustic resonance spectroscopy and machine learning

Citation Formats

References (19)

Similar Records

Related Subjects