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Journal Articles

Uncertainty Quantification in Fault and Degradation Analysis of Rolling Element Bearings

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Omodolapo David Ajayi, Stephen Ekwaro-Osire, Olympio Belli, Nazir Laureano Gandur, Camilo Alberto Lopez-Salazar
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. December 2025, 11(4): 041205.
Paper No: RISK-25-1003
https://doi.org/10.1115/1.4068540
Published Online: May 23, 2025
View Articletitled, Uncertainty Quantification in Fault and Degradation Analysis of Rolling Element Bearings
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Topics: Bearings, Entropy, Probability, Rolling bearings, Uncertainty, Uncertainty quantification, Wavelets, Signals, Knudsen number, Feature selection
Journal Articles

Optimizing Battery Maintenance and Reliability in Ground Control Station for Tethered High-Altitude Platforms

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P. S. Arya, Manikandan Rangaswamy, A. Krishnamoorthy, S. Dharmaraja
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. June 2025, 11(2): 021102.
Paper No: RISK-24-1088
https://doi.org/10.1115/1.4067545
Published Online: February 4, 2025
View Articletitled, Optimizing Battery Maintenance and Reliability in Ground Control Station for Tethered High-Altitude Platforms
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Topics: Maintenance, Reliability, Sensitivity analysis, Failure, Batteries, Optimization
Journal Articles

Complementing Drawability Assessment of Deep-Drawn Components With Surrogate-Based Global Sensitivity Analysis

Open Access
Tobias Lehrer, Arne Kaps, Ingolf Lepenies, Elena Raponi, Marcus Wagner, Fabian Duddeck
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. September 2024, 10(3): 031204.
Paper No: RISK-23-1098
https://doi.org/10.1115/1.4065143
Published Online: April 22, 2024
View Articletitled, Complementing Drawability Assessment of Deep-Drawn Components With Surrogate-Based Global Sensitivity Analysis
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Topics: Design, Engineering simulation, Sensitivity analysis, Switchable insulation systems, Simulation, Simulation models
Journal Articles

Uncertainty Quantification and Sensitivity Analysis for the Self-Excited Vibration of a Spline-Shafting System

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Xinxing Ma, Yucai Zhong, Peng Cao, Jie Yuan, Zhenguo Zhang
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. December 2023, 9(4): 041104.
Paper No: RISK-23-1030
https://doi.org/10.1115/1.4063069
Published Online: October 3, 2023
View Articletitled, Uncertainty Quantification and Sensitivity Analysis for the Self-Excited Vibration of a Spline-Shafting System
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Topics: Friction, Sensitivity analysis, Splines, Uncertainty, Vibration, Rotors, Uncertainty quantification, Polynomials, Torque, Displacement
Journal Articles

Evaluation of Risk and Uncertainty for Model-Predicted NOAELs of Engineered Nanomaterials Based on Dose-Response-Recovery Clusters

Free
Vignesh Ramchandran, Jeremy M. Gernand
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. March 2023, 9(1): 011205.
Paper No: RISK-19-1085
https://doi.org/10.1115/1.4055157
Published Online: August 23, 2022
View Articletitled, Evaluation of Risk and Uncertainty for Model-Predicted NOAELs of Engineered Nanomaterials Based on Dose-Response-Recovery Clusters
Open the PDF for Evaluation of Risk and Uncertainty for Model-Predicted NOAELs of Engineered Nanomaterials Based on Dose-Response-Recovery Clusters in another window
Topics: Carbon nanotubes, Metals, Modal assurance criterion, Nanomaterials, Nanoparticles, Particulate matter, Sensitivity analysis, Uncertainty, Risk assessment, Errors
Journal Articles

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

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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
Publisher: ASME
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 Articletitled, 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
Journal Articles

Mass Imbalance Diagnostics in Wind Turbines Using Deep Learning With Data Augmentation

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Shweta Dabetwar, Stephen Ekwaro-Osire, João Paulo Dias, Guilherme R. Hübner, Claiton M. Franchi, Humberto Pinheiro
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. March 2023, 9(1): 011201.
Paper No: RISK-21-1069
https://doi.org/10.1115/1.4054420
Published Online: June 2, 2022
View Articletitled, Mass Imbalance Diagnostics in Wind Turbines Using Deep Learning With Data Augmentation
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Topics: Artificial neural networks, Data fusion, Rotors, Sensitivity analysis, Wind turbines, Time series, Wind velocity, Algorithms
Journal Articles

Proposing an Uncertainty Management Framework to Implement the Evidence Theory for Vehicle Crash Applications

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Jonas Siegfried Jehle, Volker Andreas Lange, Matthias Gerdts
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. June 2022, 8(2): 021204.
Paper No: RISK-21-1057
https://doi.org/10.1115/1.4053062
Published Online: January 7, 2022
View Articletitled, Proposing an Uncertainty Management Framework to Implement the Evidence Theory for Vehicle Crash Applications
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Topics: Design, Dimensions, Finite element analysis, Sensitivity analysis, Simulation, Uncertainty, Vehicles, Engineers
Journal Articles

Levelized Cost of Energy Assessment for Offshore Wind Farms—An Examination of Different Methodologies, Input Variables, and Uncertainty

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Fiona Devoy McAuliffe, Miriam Noonan, Jimmy Murphy
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. December 2021, 7(4): 040906.
Paper No: RISK-20-1108
https://doi.org/10.1115/1.4052269
Published Online: September 30, 2021
View Articletitled, Levelized Cost of Energy Assessment for Offshore Wind Farms—An Examination of Different Methodologies, Input Variables, and Uncertainty
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Topics: Energy generation, Flow (Dynamics), Ocean engineering, Sensitivity analysis, Uncertainty, Wind farms, Computational methods, Renewable energy, Energy assessment
Journal Articles

Accelerating Additive Design With Probabilistic Machine Learning

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Yiming Zhang, Sreekar Karnati, Soumya Nag, Neil Johnson, Genghis Khan, Brandon Ribic
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. March 2022, 8(1): 011109.
Paper No: RISK-20-1113
https://doi.org/10.1115/1.4051699
Published Online: September 20, 2021
View Articletitled, Accelerating Additive Design With Probabilistic Machine Learning
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Topics: Additive manufacturing, Design, Machine learning, Modeling, Optimization, Sensitivity analysis, Thin wall structures, Uncertainty, Tensile strength
Journal Articles

Data-Driven Sensitivity Analysis for Static Mechanical Properties of Additively Manufactured Ti–6Al–4V

Free
Antriksh Sharma, Jie Chen, Evan Diewald, Anahita Imanian, Jack Beuth, Yongming Liu
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. March 2022, 8(1): 011108.
Paper No: RISK-20-1112
https://doi.org/10.1115/1.4051799
Published Online: August 27, 2021
View Articletitled, Data-Driven Sensitivity Analysis for Static Mechanical Properties of Additively Manufactured Ti–6Al–4V
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Topics: Alloys, Elongation, Lasers, Manufacturing, Sensitivity analysis, Temperature, Tensile strength, Melting, Metals, Sintering
Journal Articles

Uncertainty Quantification for Fatigue Life of Offshore Wind Turbine Structure

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Abraham Nispel, Stephen Ekwaro-Osire, João Paulo Dias, Americo Cunha, Jr.
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. December 2021, 7(4): 040901.
Paper No: RISK-20-1099
https://doi.org/10.1115/1.4051162
Published Online: July 12, 2021
View Articletitled, Uncertainty Quantification for Fatigue Life of Offshore Wind Turbine Structure
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Topics: Fatigue life, Offshore wind turbines, Reliability, Uncertainty, Uncertainty quantification, Modeling, Sensitivity analysis, Fatigue, Probability, Physics
Journal Articles

Sensitivity Analysis of Epistemic Uncertainty on Input Parameters and System Structure Using Dempster-Shafer Theory

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Yunhui Hou
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. June 2021, 7(2): 020908.
Paper No: RISK-20-1082
https://doi.org/10.1115/1.4050166
Published Online: April 23, 2021
View Articletitled, Sensitivity Analysis of Epistemic Uncertainty on Input Parameters and System Structure Using Dempster-Shafer Theory
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Topics: Reliability, Uncertainty, Sensitivity analysis
Journal Articles

Shell Buckling With Polymorphic Uncertain Surface Imperfections and Sensitivity Analysis

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Marc Fina, Lukas Panther, Patrick Weber, Werner Wagner
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. June 2021, 7(2): 020909.
Paper No: RISK-20-1083
https://doi.org/10.1115/1.4050165
Published Online: April 23, 2021
View Articletitled, Shell Buckling With Polymorphic Uncertain Surface Imperfections and Sensitivity Analysis
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Topics: Buckling, Chaos, Polynomials, Sensitivity analysis, Shells, Stress, Probability, Optimization, Uncertainty, Modeling
Journal Articles

A Sensitivity-Based Approach for Reliability Analysis of Randomly Excited Structures With Interval Axial Stiffness

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Alba Sofi, Giuseppe Muscolino, Filippo Giunta
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. December 2020, 6(4): 041008.
Paper No: RISK-20-1004
https://doi.org/10.1115/1.4047574
Published Online: July 23, 2020
View Articletitled, A Sensitivity-Based Approach for Reliability Analysis of Randomly Excited Structures With Interval Axial Stiffness
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Topics: Event history analysis, Reliability, Stiffness, Stochastic processes, Stress, Sensitivity analysis, Uncertainty
Journal Articles

Advances in Bayesian Probabilistic Modeling for Industrial Applications

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Sayan Ghosh, Piyush Pandita, Steven Atkinson, Waad Subber, Yiming Zhang, Natarajan Chennimalai Kumar, Suryarghya Chakrabarti, Liping Wang
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. September 2020, 6(3): 030904.
Paper No: RISK-19-1074
https://doi.org/10.1115/1.4046747
Published Online: May 12, 2020
View Articletitled, Advances in Bayesian Probabilistic Modeling for Industrial Applications
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Topics: Design, Modeling, Sensitivity analysis, Transients (Dynamics), Uncertainty, Calibration
Journal Articles

Evaluation of Parametric Models Dedicated to a Magnetorheological Actuator Including Uncertainty and Sensitivity Analyses

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Philippe C. Fernandes Teixeira, Núbia dos Santos Saad, Fabian Andres Lara-Molina, Aldemir Ap Cavalini, Jr., Valder Steffen, Jr.
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. December 2019, 5(4): 041003.
Paper No: RISK-18-1049
https://doi.org/10.1115/1.4044039
Published Online: September 25, 2019
View Articletitled, Evaluation of Parametric Models Dedicated to a Magnetorheological Actuator Including Uncertainty and Sensitivity Analyses
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Topics: Actuators, Sensitivity analysis, Uncertainty, Electric current, Dampers
Journal Articles

Uncertainty Quantification of Complement Sensitivity Indices in Dynamic Computer Models

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Dorin Drignei, Zissimos Mourelatos, Zhen Hu
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. June 2019, 5(2): 020901.
Paper No: RISK-18-1052
https://doi.org/10.1115/1.4042924
Published Online: April 15, 2019
View Articletitled, Uncertainty Quantification of Complement Sensitivity Indices in Dynamic Computer Models
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Topics: Computers, Deflection, Safety, Sensitivity analysis, Uncertainty, Uncertainty quantification, Vehicles, Restraint systems, Design, Stress
Journal Articles

Control Variate Multifidelity Estimators for the Variance and Sensitivity Analysis of Mesostructure–Structure Systems

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Hongyi Xu, Zhao Liu
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. June 2019, 5(2): 020907.
Paper No: RISK-18-1053
https://doi.org/10.1115/1.4042835
Published Online: April 15, 2019
View Articletitled, Control Variate Multifidelity Estimators for the Variance and Sensitivity Analysis of Mesostructure–Structure Systems
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Topics: Design, Sensitivity analysis
Journal Articles

Fuzzy Sensitivity Analysis in the Context of Dimensional Management

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Thomas Oberleiter, Björn Heling, Benjamin Schleich, Kai Willner, Sandro Wartzack
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. March 2019, 5(1): 011008.
Paper No: RISK-18-1017
https://doi.org/10.1115/1.4040919
Published Online: August 14, 2018
View Articletitled, Fuzzy Sensitivity Analysis in the Context of Dimensional Management
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Topics: Sensitivity analysis, Tolerance analysis, Dimensions