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Journal Articles

Degradation-Aware Ensemble of Diverse Predictors for Remaining Useful Life Prediction

Venkat Nemani, Adam Thelen, Chao Hu, Steve Daining

J. Mech. Des. March 2023, 145(3): 031706.

Paper No: MD-22-1420

DOI: https://doi.org/10.1115/1.4056149

Published Online: November 24, 2022

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Topics: Batteries, Service life (Equipment), Rolling bearings, Uncertainty, Lithium-ion batteries, Bearings

Journal Articles

Positioning Accuracy Reliability Analysis of Industrial Robots Considering Epistemic Uncertainty and Correlation

Lixiong Cao, Jie Liu, Jinhe Zhang, Chao Jiang, Dequan Zhang

J. Mech. Des. February 2023, 145(2): 023303.

Paper No: MD-22-1159

DOI: https://doi.org/10.1115/1.4055926

Published Online: November 17, 2022

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Topics: Event history analysis, Robots, Uncertainty, Modeling, Reliability

Journal Articles

Bi-Objective Surrogate Feasibility Robust Design Optimization Utilizing Expected Non-Dominated Improvement With Relaxation

Randall J. Kania, Shapour Azarm

J. Mech. Des. March 2023, 145(3): 031703.

Paper No: MD-22-1363

DOI: https://doi.org/10.1115/1.4055738

Published Online: November 3, 2022

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Topics: Design, Optimization, Relaxation (Physics), Uncertainty, Trusses (Building)

Journal Articles

Optimization-Based Disassembly Sequence Planning Under Uncertainty for Human–Robot Collaboration

Hao-yu Liao, Yuhao Chen, Boyi Hu, Sara Behdad

J. Mech. Des. February 2023, 145(2): 022001.

Paper No: MD-22-1495

DOI: https://doi.org/10.1115/1.4055901

Published Online: November 1, 2022

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Topics: Human-robot collaboration, Optimization, Robots, Safety, Uncertainty, Sensitivity analysis, Computers

Journal Articles

GAN-DUF: Hierarchical Deep Generative Models for Design Under Free-Form Geometric Uncertainty

Wei (Wayne) Chen, Doksoo Lee, Oluwaseyi Balogun, Wei Chen

J. Mech. Des. January 2023, 145(1): 011703.

Paper No: MD-22-1256

DOI: https://doi.org/10.1115/1.4055898

Published Online: October 31, 2022

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Topics: Design, Optimization, Uncertainty, Manufacturing

Journal Articles

Decentralized and Centralized Planning for Multi-Robot Additive Manufacturing

Laxmi Poudel, Saivipulteja Elagandula, Wenchao Zhou, Zhenghui Sha

J. Mech. Des. January 2023, 145(1): 012003.

Paper No: MD-22-1199

DOI: https://doi.org/10.1115/1.4055735

Published Online: October 10, 2022

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Topics: Additive manufacturing, Multi-robot systems, Printing, Robots, Uncertainty

Journal Articles

Iterative Uncertainty Calibration for Modeling Metal Additive Manufacturing Processes Using Statistical Moment-Based Metric

M. Rahmani Dehaghani, Yifan Tang, G. Gary Wang

J. Mech. Des. January 2023, 145(1): 012001.

Paper No: MD-22-1210

DOI: https://doi.org/10.1115/1.4055149

Published Online: October 7, 2022

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Topics: Additive manufacturing, Calibration, Metals, Modeling, Uncertainty, Finite element analysis, Physics

Journal Articles

An Adaptive Two-Stage Kriging-Based Infilling Strategy for Efficient Multi-Objective Global Optimization

Yin Liu, Shuo Wang, Kunpeng Li, Wei Sun, Xueguan Song

J. Mech. Des. November 2022, 144(11): 111706.

Paper No: MD-22-1243

DOI: https://doi.org/10.1115/1.4055122

Published Online: August 9, 2022

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Topics: Design, Optimization, Pareto optimization, Pulleys, Simulation, Hoists, Algorithms, Robustness, Vickers hardness testing, Uncertainty

Journal Articles

A New Validation Metric for Models With Correlated Responses Using Limited Experimental and Simulation Data

Weifei Hu, Tongzhou Zhang, Zhenyu Liu, Jin Cheng, Yukun Lou, Xiaoyu Deng, Jianrong Tan

J. Mech. Des. November 2022, 144(11): 111702.

Paper No: MD-22-1115

DOI: https://doi.org/10.1115/1.4054877

Published Online: July 22, 2022

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Topics: Model validation, Simulation, Uncertainty, Ultrasonic welding, Simulation models

Journal Articles

A Sequential Sampling Approach for Multi-Fidelity Surrogate Modeling-Based Robust Design Optimization

Quan Lin, Qi Zhou, Jiexiang Hu, Yuansheng Cheng, Zhen Hu

J. Mech. Des. November 2022, 144(11): 111703.

Paper No: MD-22-1102

DOI: https://doi.org/10.1115/1.4054939

Published Online: July 22, 2022

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Topics: Design, Modeling, Optimization, Uncertainty

Journal Articles

Uncertainty Analysis and Sensitivity Estimation on an Artillery External Ballistic System

Nichen Tong, Qiming Liu, Xu Han, Xingfu Wu, Zheyi Zhang

J. Mech. Des. October 2022, 144(10): 101702.

Paper No: MD-21-1587

DOI: https://doi.org/10.1115/1.4054641

Published Online: June 30, 2022

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Topics: Artillery, Ballistics, Projectiles, Sensitivity analysis, Uncertainty analysis, Gaussian distribution, Uncertainty

Journal Articles

Reliability-Based Multivehicle Path Planning Under Uncertainty Using a Bio-Inspired Approach

Yixuan Liu, Chen Jiang, Xiaoge Zhang, Zissimos P. Mourelatos, Dakota Barthlow, David Gorsich, Amandeep Singh, Zhen Hu

J. Mech. Des. September 2022, 144(9): 091701.

Paper No: MD-21-1520

DOI: https://doi.org/10.1115/1.4053217

Published Online: June 13, 2022

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Topics: Mechanical admittance, Path planning, Reliability, Uncertainty, Vehicles, Soil, Roads, Biomimetics, Algorithms, Simulation

Journal Articles

Probabilistic Digital Twin for Additive Manufacturing Process Design and Control

Paromita Nath, Sankaran Mahadevan

J. Mech. Des. September 2022, 144(9): 091704.

Paper No: MD-21-1740

DOI: https://doi.org/10.1115/1.4054521

Published Online: June 13, 2022

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Topics: Digital twin, Manufacturing, Optimization, Physics, Process control, Process design, Uncertainty, Additive manufacturing, Lasers, Porosity

Journal Articles

Bias-Learning-Based Model Predictive Controller Design for Reliable Path Tracking of Autonomous Vehicles Under Model and Environmental Uncertainty

Lichuan Ren, Zhimin Xi

J. Mech. Des. September 2022, 144(9): 091706.

Paper No: MD-21-1676

DOI: https://doi.org/10.1115/1.4054674

Published Online: June 13, 2022

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Topics: Autonomous vehicles, Control equipment, Design, Dynamic models, Errors, Tires, Uncertainty, Vehicles, Simulation, Roads

Journal Articles

A Non-Parametric Histogram Interpolation Method for Design Space Exploration

Nick Pepper, Francesco Montomoli, Sanjiv Sharma

J. Mech. Des. August 2022, 144(8): 081703.

Paper No: MD-21-1637

DOI: https://doi.org/10.1115/1.4054085

Published Online: April 8, 2022

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Topics: Algorithms, Design, Interpolation, Polynomials, Statistical distributions, Uncertainty

Journal Articles

An Adaptive Dendrite-HDMR Metamodeling Technique for High-Dimensional Problems

Qi Zhang, Yizhong Wu, Li Lu, Ping Qiao

J. Mech. Des. August 2022, 144(8): 081701.

Paper No: MD-21-1569

DOI: https://doi.org/10.1115/1.4053526

Published Online: March 24, 2022

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Topics: Design, Metamodeling, Optimization, Propulsion systems, Vehicles, Weight (Mass), Algorithms, Impulse (Physics), Uncertainty

Journal Articles

Flexibility “of” Versus “in” Systems: A Complementary Strategy for Designing Fleet-Based Systems for Uncertainty

Stephen J. Sapol, Zoe Szajnfarber

J. Mech. Des. June 2022, 144(6): 061703.

Paper No: MD-21-1338

DOI: https://doi.org/10.1115/1.4053157

Published Online: January 17, 2022

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Topics: Armor, Design, Vehicles, Uncertainty, Simulation

Journal Articles

A Reliability-Based Formulation for Simulation-Based Control Co-Design Using Generalized Polynomial Chaos Expansion

Mohammad Behtash, Michael J. Alexander-Ramos

J. Mech. Des. May 2022, 144(5): 051705.

Paper No: MD-21-1406

DOI: https://doi.org/10.1115/1.4052906

Published Online: December 8, 2021

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Topics: Design, Pendulums, Reliability, Simulation, Suspension systems, Event history analysis, Polynomials, Optimization, Uncertainty

Journal Articles

Stochastic Crashworthiness Optimization Accounting for Simulation Noise

Seyed Saeed Ahmadisoleymani, Samy Missoum

J. Mech. Des. May 2022, 144(5): 051701.

Paper No: MD-21-1123

DOI: https://doi.org/10.1115/1.4052903

Published Online: December 6, 2021

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Topics: Crashworthiness, Design, Noise (Sound), Optimization, Simulation, Uncertainty, Optimization algorithms

Journal Articles

Robust Topology Optimization of Graphene Platelets Reinforced Functionally Graded Materials Considering Hybrid Bounded Uncertainties

Jin Cheng, Wei Lu, Yibin Lou, Weifei Hu, Zhenyu Liu, Jianrong Tan

J. Mech. Des. May 2022, 144(5): 051704.

Paper No: MD-21-1500

DOI: https://doi.org/10.1115/1.4053045

Published Online: December 6, 2021

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Topics: Functionally graded materials, Graphene, Optimization, Platelets, Stress, Topology, Uncertainty, Design, Materials properties

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Journal citation

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Supplemental Material

Degradation-Aware Ensemble of Diverse Predictors for Remaining Useful Life Prediction

Positioning Accuracy Reliability Analysis of Industrial Robots Considering Epistemic Uncertainty and Correlation

Bi-Objective Surrogate Feasibility Robust Design Optimization Utilizing Expected Non-Dominated Improvement With Relaxation

Optimization-Based Disassembly Sequence Planning Under Uncertainty for Human–Robot Collaboration

GAN-DUF: Hierarchical Deep Generative Models for Design Under Free-Form Geometric Uncertainty

Decentralized and Centralized Planning for Multi-Robot Additive Manufacturing

Iterative Uncertainty Calibration for Modeling Metal Additive Manufacturing Processes Using Statistical Moment-Based Metric

An Adaptive Two-Stage Kriging-Based Infilling Strategy for Efficient Multi-Objective Global Optimization

A New Validation Metric for Models With Correlated Responses Using Limited Experimental and Simulation Data

A Sequential Sampling Approach for Multi-Fidelity Surrogate Modeling-Based Robust Design Optimization

Uncertainty Analysis and Sensitivity Estimation on an Artillery External Ballistic System

Reliability-Based Multivehicle Path Planning Under Uncertainty Using a Bio-Inspired Approach

Probabilistic Digital Twin for Additive Manufacturing Process Design and Control

Bias-Learning-Based Model Predictive Controller Design for Reliable Path Tracking of Autonomous Vehicles Under Model and Environmental Uncertainty

A Non-Parametric Histogram Interpolation Method for Design Space Exploration

An Adaptive Dendrite-HDMR Metamodeling Technique for High-Dimensional Problems

Flexibility “of” Versus “in” Systems: A Complementary Strategy for Designing Fleet-Based Systems for Uncertainty

A Reliability-Based Formulation for Simulation-Based Control Co-Design Using Generalized Polynomial Chaos Expansion

Stochastic Crashworthiness Optimization Accounting for Simulation Noise

Robust Topology Optimization of Graphene Platelets Reinforced Functionally Graded Materials Considering Hybrid Bounded Uncertainties

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