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Gregory A. Banyay
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Journal Articles

Mechanics Informed Neutron Noise Monitoring to Perform Remote Condition Assessment for Reactor Vessel Internals

Gregory A. Banyay, Matthew J. Palamara, Jessica N. Preston, Stephen D. Smith
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. December 2022, 8(4): 041104.
Paper No: RISK-21-1048
https://doi.org/10.1115/1.4054444
Published Online: June 2, 2022
View Article titled, Mechanics Informed Neutron Noise Monitoring to Perform Remote Condition Assessment for Reactor Vessel Internals
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Topics: Bending (Stress), Finite element model, Heat shielding, Mode shapes, Neutrons, Noise (Sound), Reactor vessels, Structural health monitoring, Signals, Finite element analysis
Proceedings Papers

Coupling of Neutron Noise and Dynamic Finite Element Analyses to Perform Remote Condition Monitoring for Reactor Vessel Internals

Gregory A. Banyay, Matthew J. Palamara, Stephen D. Smith
Proc. ASME. PVP2021, Volume 3: Fluid Structure Interaction; High Pressure Technology, V003T04A006, July 13–15, 2021
Paper No: PVP2021-62201
https://doi.org/10.1115/PVP2021-62201
View Paper titled, Coupling of Neutron Noise and Dynamic Finite Element Analyses to Perform Remote Condition Monitoring for Reactor Vessel Internals
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Topics: Condition monitoring, Finite element analysis, Heat shielding, Machine learning, Neutrons, Noise (Sound), Reactor vessels, Structural dynamics, Structural health monitoring
Journal Articles

Credibility Assessment of Machine Learning in a Manufacturing Process Application

Gregory A. Banyay, Clarence L. Worrell, Scott E. Sidener, Joshua S. Kaizer
Journal: Journal of Verification, Validation and Uncertainty Quantification
Article Type: Research-Article
J. Verif. Valid. Uncert. September 2021, 6(3): 031007.
Paper No: VVUQ-21-1007
https://doi.org/10.1115/1.4051717
Published Online: July 27, 2021
View Article titled, Credibility Assessment of Machine Learning in a Manufacturing Process Application
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Topics: Machine learning, Manufacturing
Proceedings Papers

Sensitivity Analysis of a Nuclear Reactor System Finite Element Model

Gregory A. Banyay, Stephen D. Smith, Jason S. Young
Proc. ASME. VVS2018, ASME 2018 Verification and Validation Symposium, V001T04A001, May 16–18, 2018
Paper No: VVS2018-9306
https://doi.org/10.1115/VVS2018-9306
View Paper titled, Sensitivity Analysis of a Nuclear Reactor System Finite Element Model
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Topics: Finite element model, Nuclear reactors, Sensitivity analysis, Pressurized water reactors, Uncertainty, Accidents, Construction, Coolants, Design, Earthquakes
Proceedings Papers

Proposed Changes to the ASME Boiler and Pressure Vessel Code Section III Appendix N for Flow-Induced Vibrations

Gregory A. Banyay, Gregory A. Meyer, Adam P. Walker
Proc. ASME. PVP2015, Volume 4: Fluid-Structure Interaction, V004T04A015, July 19–23, 2015
Paper No: PVP2015-45107
https://doi.org/10.1115/PVP2015-45107
View Paper titled, Proposed Changes to the ASME Boiler and Pressure Vessel Code Section III Appendix N for Flow-Induced Vibrations
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Topics: ASME Boiler and Pressure Vessel Code, Flow-induced vibrations, Acoustics, Damping, Modeling, Turbulence, Algorithms, Computational methods, Flow (Dynamics), Leakage
Proceedings Papers

Proper Orthogonal Decomposition Based Reduced Order Modeling of the Very High Temperature Reactor Lower Plenum Hydrodynamics

Gregory A. Banyay, Mohammad Ahmadpoor, John C. Brigham
Proc. ASME. FEDSM2014, Volume 1D, Symposia: Transport Phenomena in Mixing; Turbulent Flows; Urban Fluid Mechanics; Fluid Dynamic Behavior of Complex Particles; Analysis of Elementary Processes in Dispersed Multiphase Flows; Multiphase Flow With Heat/Mass Transfer in Process Technology; Fluid Mechanics of Aircraft and Rocket Emissions and Their Environmental Impacts; High Performance CFD Computation; Performance of Multiphase Flow Systems; Wind Energy; Uncertainty Quantification in Flow Measurements and Simulations, V01DT27A013, August 3–7, 2014
Paper No: FEDSM2014-21896
https://doi.org/10.1115/FEDSM2014-21896
View Paper titled, Proper Orthogonal Decomposition Based Reduced Order Modeling of the Very High Temperature Reactor Lower Plenum Hydrodynamics
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Topics: Hydrodynamics, Modeling, Principal component analysis, Very high temperature reactors, Computational fluid dynamics, Turbulence, Approximation, Circular cylinders, Cross-flow, Cylinders
Proceedings Papers

Hydroelastic Stability and Vibration of a Large Reactor Pendulum Structure

Gregory A. Meyer, Gregory A. Banyay, Samuel A. Maeby, Scott E. Sidener, Richard E. Schwirian
Proc. ASME. FEDSM2013, Volume 1B, Symposia: Fluid Machinery; Fluid Power; Fluid-Structure Interaction and Flow-Induced Noise in Industrial Applications; Flow Applications in Aerospace; Flow Manipulation and Active Control: Theory, Experiments and Implementation; Fundamental Issues and Perspectives in Fluid Mechanics, V01BT13A006, July 7–11, 2013
Paper No: FEDSM2013-16562
https://doi.org/10.1115/FEDSM2013-16562
View Paper titled, Hydroelastic Stability and Vibration of a Large Reactor Pendulum Structure
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Topics: Pendulums, Stability, Vibration, Flow (Dynamics), Damage, Design, Equations of motion, Flanges, Flow-induced vibrations, Fluid structure interaction
Proceedings Papers

Investigation of Transient Thermal Analysis Computational Efficiency Improvements via Frequency Domain Methods

Gregory A. Banyay, John C. Brigham, Evgenii Rudnyi
Proc. ASME. PVP2012, Volume 1: Codes and Standards, 861-869, July 15–19, 2012
Paper No: PVP2012-78542
https://doi.org/10.1115/PVP2012-78542
View Paper titled, Investigation of Transient Thermal Analysis Computational Efficiency Improvements via Frequency Domain Methods
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Topics: Thermal analysis, Transients (Dynamics), Reactor vessels, Temperature, Disks, Nuclear reactor coolants, Steam, Stress