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Proceedings Papers

Uncertainty Quantification and Reduction Using Sensitivity Analysis and Hessian Derivatives

Josefina Sánchez, Kevin Otto

Proc. ASME. IDETC-CIE2021, Volume 3B: 47th Design Automation Conference (DAC), V03BT03A013, August 17–19, 2021

Paper No: DETC2021-71037

DOI: https://doi.org/10.1115/DETC2021-71037

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Topics: Design, Sensitivity analysis, Uncertainty, Uncertainty quantification, Noise (Sound), Experimental design, Jacobian matrices, Modeling, Optimization, Simulation

Proceedings Papers

Guidelines for Optimizing the Error in Area Ratio Damping Estimation Method

Balija Santoshkumar, Firas A. Khasawneh

Proc. ASME. IDETC-CIE2021, Volume 10: 33rd Conference on Mechanical Vibration and Sound (VIB), V010T10A008, August 17–19, 2021

Paper No: DETC2021-70590

DOI: https://doi.org/10.1115/DETC2021-70590

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Topics: Damping, Errors, Uncertainty, Cycles, Computer simulation, Degrees of freedom, Harmonic oscillators, Noise (Sound), Uncertainty analysis

Proceedings Papers

Best Fit Uncertainty Analysis for Computing Geometric Tolerances

Hong-Tzong Yau

Proc. ASME. DETC97, Volume 2: 23rd Design Automation Conference, V002T29A055, September 14–17, 1997

Paper No: DETC97/DAC-3727

DOI: https://doi.org/10.1115/DETC97/DAC-3727

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Topics: Coordinate measuring machines, Errors, Geometry, Gradient methods, Machining, Optimization, Simulation, Uncertainty, Uncertainty analysis

Proceedings Papers

Uncertainty Analysis of Planar Robots With Joint Clearance

Jianmin Zhu, Kwun-Lon Ting

Proc. ASME. DETC98, Volume 5: 6th Flexible Assembly Conference, V005T05A005, September 13–16, 1998

Paper No: DETC98/FLEX-6017

DOI: https://doi.org/10.1115/DETC98/FLEX-6017

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Topics: Clearances (Engineering), Robots, Uncertainty analysis, Probability, Density, Calibration, Shapes, Uncertainty

Proceedings Papers

A Most Probable Point Based Method for Uncertainty Analysis

Xiaoping Du, Wei Chen

Proc. ASME. IDETC-CIE2000, Volume 2: 26th Design Automation Conference, 429-438, September 10–13, 2000

Paper No: DETC2000/DAC-14263

DOI: https://doi.org/10.1115/DETC2000/DAC-14263

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Topics: Uncertainty analysis, Uncertainty, Algorithms, Complex systems, Cycles, Design, Engine design, Probability, Risk

Proceedings Papers

A Performance Comprehension of Various Numerical Estimators for Variance-Based Sensitivity Analysis in Building Energy Simulations

Rasool Koosha, Fatemeh Shahsavari

Proc. ASME. IDETC-CIE2019, Volume 1: 39th Computers and Information in Engineering Conference, V001T02A076, August 18–21, 2019

Paper No: DETC2019-98490

DOI: https://doi.org/10.1115/DETC2019-98490

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Topics: Sensitivity analysis, Simulation, Uncertainty, Building materials, Capacitance, Residential construction, Uncertainty analysis

Proceedings Papers

An Uncertainty and Sensitivity Analysis Tool for Building Thermal Energy Consumption: A Performance Comprehension of Static and Dynamic Response Analyses

Rasool Koosha, Fatemeh Shahsavari

Proc. ASME. IDETC-CIE2019, Volume 1: 39th Computers and Information in Engineering Conference, V001T02A077, August 18–21, 2019

Paper No: DETC2019-98510

DOI: https://doi.org/10.1115/DETC2019-98510

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Topics: Dynamic response analysis, Sensitivity analysis, Thermal energy, Uncertainty, Energy consumption, Simulation, Capacitance, Decision making, Density, Exterior walls

Proceedings Papers

A Comparison of Numerical Optimizers in Developing High Dimensional Surrogate Models

Yanwen Xu, Pingfeng Wang

Proc. ASME. IDETC-CIE2019, Volume 2B: 45th Design Automation Conference, V02BT03A037, August 18–21, 2019

Paper No: DETC2019-97499

DOI: https://doi.org/10.1115/DETC2019-97499

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Topics: Computation, Design, Dimensions, Engineering design, Maximum likelihood estimation, Modeling, Optimization, Quadratic programming, Robustness, Simulation

Proceedings Papers

A Novel Hierarchical Framework for Uncertainty Analysis of Multiscale Systems Combined Vine Copula With Sparse PCE

Can Xu, Zhao Liu, Wei Tao, Ping Zhu

Proc. ASME. IDETC-CIE2019, Volume 2B: 45th Design Automation Conference, V02BT03A044, August 18–21, 2019

Paper No: DETC2019-97832

DOI: https://doi.org/10.1115/DETC2019-97832

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Topics: Chaos, Polynomials, Uncertainty analysis

Proceedings Papers

Uncertainty Analysis of a Francis Hydropower Unit

Arinan De P. Dourado, Jefferson S. Barbosa, Tobias S. Morais, Aldemir Ap Cavalini, Jr., Valder Steffen, Jr.

Proc. ASME. IDETC-CIE2018, Volume 8: 30th Conference on Mechanical Vibration and Noise, V008T10A022, August 26–29, 2018

Paper No: DETC2018-85428

DOI: https://doi.org/10.1115/DETC2018-85428

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Topics: Hydropower, Uncertainty analysis, Bearings, Generators, Rotors, Stiffness, Vibration, Damping, Francis turbines, Optimization

Proceedings Papers

Sequential Accelerated Life Testing Design for System Reliability Analysis With Untestable Components

Zhen Hu, Zissimos P. Mourelatos

Proc. ASME. IDETC-CIE2018, Volume 2A: 44th Design Automation Conference, V02AT03A053, August 26–29, 2018

Paper No: DETC2018-85373

DOI: https://doi.org/10.1115/DETC2018-85373

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Topics: Accelerated life testing, Design, Event history analysis, Reliability, Testing, Uncertainty, Cycles, Stress, Uncertainty analysis

Proceedings Papers

Uncertainty Analysis for Time- and Space-Dependent Responses With Random Variables

Xinpeng Wei, Xiaoping Du

Proc. ASME. IDETC-CIE2018, Volume 2B: 44th Design Automation Conference, V02BT03A049, August 26–29, 2018

Paper No: DETC2018-85193

DOI: https://doi.org/10.1115/DETC2018-85193

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Topics: Uncertainty analysis, Event history analysis, Reliability, Stochastic processes

Proceedings Papers

Optimization of Energy Use Strategies in Building Clusters Using Pareto Bands

Philip Odonkor, Kemper Lewis

Proc. ASME. IDETC-CIE2016, Volume 2A: 42nd Design Automation Conference, V02AT03A024, August 21–24, 2016

Paper No: DETC2016-59963

DOI: https://doi.org/10.1115/DETC2016-59963

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Topics: Energy consumption, Optimization, Uncertainty, Engineering simulation, Simulation, Trains, Uncertainty analysis

Proceedings Papers

Design Optimization and Analysis of a Prescribed Vibration System

Bongani Malinga, Scott M. Ferguson, Gregory D. Buckner

Proc. ASME. IDETC-CIE2016, Volume 2B: 42nd Design Automation Conference, V02BT03A031, August 21–24, 2016

Paper No: DETC2016-60096

DOI: https://doi.org/10.1115/DETC2016-60096

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Topics: Design, Optimization, Vibration equipment, Decision making, Preferences, Robustness, Decision analysis, Engineering design, Manufacturing, Sensitivity analysis

Proceedings Papers

Fuzzy Uncertainty Analysis of a Tilting-Pad Journal Bearing

Aldemir Ap Cavalini, Jr., Fabian Andres Lara-Molina, Arinan Dourado, Valder Steffen, Jr.

Proc. ASME. IDETC-CIE2015, Volume 8: 27th Conference on Mechanical Vibration and Noise, V008T13A076, August 2–5, 2015

Paper No: DETC2015-47586

DOI: https://doi.org/10.1115/DETC2015-47586

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Topics: Journal bearings, Uncertainty analysis, Bearings, Stress, Uncertainty, Clearances (Engineering), Design, Fuzzy logic, Maintenance, Pressure

Proceedings Papers

Resource Allocation for Reduction of Epistemic Uncertainty in Simulation-Based Multidisciplinary Design

Zhen Jiang, Shishi Chen, Daniel W. Apley, Wei Chen

Proc. ASME. IDETC-CIE2015, Volume 2B: 41st Design Automation Conference, V02BT03A036, August 2–5, 2015

Paper No: DETC2015-47302

DOI: https://doi.org/10.1115/DETC2015-47302

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Topics: Design, Resource allocation, Simulation, Uncertainty, Electronic packaging, Optimization, Sensitivity analysis, Simulation models, Uncertainty analysis

Proceedings Papers

Sequential Cooperative Robust Optimization (SCRO) for Multi-Objective Design Under Uncertainty

J. M. Hamel

Proc. ASME. IDETC-CIE2015, Volume 2B: 41st Design Automation Conference, V02BT03A061, August 2–5, 2015

Paper No: DETC2015-47885

DOI: https://doi.org/10.1115/DETC2015-47885

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Topics: Design under uncertainty, Optimization, Design, Uncertainty, Uncertainty analysis, Approximation, Engineering systems and industry applications, Engineers, Genetic algorithms, Pareto optimization

Proceedings Papers

Uncertainty Analysis of Energy Harvesting Systems

Reza Madankan, M. Amin Karami, Puneet Singla

Proc. ASME. IDETC-CIE2014, Volume 6: 10th International Conference on Multibody Systems, Nonlinear Dynamics, and Control, V006T10A066, August 17–20, 2014

Paper No: DETC2014-35480

DOI: https://doi.org/10.1115/DETC2014-35480

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Topics: Energy harvesting, Uncertainty analysis, Excitation, Density, Probability, Deflection, Design, Engineering simulation, Entropy, Errors

Proceedings Papers

A System Uncertainty Propagation Approach With Model Uncertainty Quantification in Multidisciplinary Design

Zhen Jiang, Wei Li, Daniel W. Apley, Wei Chen

Proc. ASME. IDETC-CIE2014, Volume 2B: 40th Design Automation Conference, V02BT03A029, August 17–20, 2014

Paper No: DETC2014-34708

DOI: https://doi.org/10.1115/DETC2014-34708

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Topics: Design, Uncertainty, Uncertainty quantification, Engineering disciplines, Simulation, Design under uncertainty, Electronic packaging, Uncertainty analysis

Proceedings Papers

Uncertainty Analysis and Its Application to Service Contracts

Melanie E. Kreye, Linda B. Newnes, Yee Mey Goh

Proc. ASME. IDETC-CIE2011, Volume 9: 23rd International Conference on Design Theory and Methodology; 16th Design for Manufacturing and the Life Cycle Conference, 961-972, August 28–31, 2011

Paper No: DETC2011-48106

DOI: https://doi.org/10.1115/DETC2011-48106

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Topics: Manufacturing, Modeling, Probability, Uncertainty, Uncertainty analysis

NARROW

Uncertainty Quantification and Reduction Using Sensitivity Analysis and Hessian Derivatives

Guidelines for Optimizing the Error in Area Ratio Damping Estimation Method

Best Fit Uncertainty Analysis for Computing Geometric Tolerances

Uncertainty Analysis of Planar Robots With Joint Clearance

A Most Probable Point Based Method for Uncertainty Analysis

A Performance Comprehension of Various Numerical Estimators for Variance-Based Sensitivity Analysis in Building Energy Simulations

An Uncertainty and Sensitivity Analysis Tool for Building Thermal Energy Consumption: A Performance Comprehension of Static and Dynamic Response Analyses

A Comparison of Numerical Optimizers in Developing High Dimensional Surrogate Models

A Novel Hierarchical Framework for Uncertainty Analysis of Multiscale Systems Combined Vine Copula With Sparse PCE

Uncertainty Analysis of a Francis Hydropower Unit

Sequential Accelerated Life Testing Design for System Reliability Analysis With Untestable Components

Uncertainty Analysis for Time- and Space-Dependent Responses With Random Variables

Optimization of Energy Use Strategies in Building Clusters Using Pareto Bands

Design Optimization and Analysis of a Prescribed Vibration System

Fuzzy Uncertainty Analysis of a Tilting-Pad Journal Bearing

Resource Allocation for Reduction of Epistemic Uncertainty in Simulation-Based Multidisciplinary Design

Sequential Cooperative Robust Optimization (SCRO) for Multi-Objective Design Under Uncertainty

Uncertainty Analysis of Energy Harvesting Systems

A System Uncertainty Propagation Approach With Model Uncertainty Quantification in Multidisciplinary Design

Uncertainty Analysis and Its Application to Service Contracts

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