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Journal Articles

Requirements, Objectives, Both, or Neither: How to Formulate Complex Design Problems for Innovation Contests

Ademir-Paolo Vrolijk, Zoe Szajnfarber
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2024, 146(3): 031402.
Paper No: MD-23-1298
https://doi.org/10.1115/1.4063568
Published Online: November 7, 2023
View Article titled, Requirements, Objectives, Both, or Neither: How to Formulate Complex Design Problems for Innovation Contests
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Topics: Design, Innovation, Uncertainty
Journal Articles

Towards Sustainable Integration: Techno-Economic Analysis and Future Perspectives of Co-located Wind and Hydrogen Energy Systems

Accepted Manuscript
Honglin Li, Jie Zhang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-23-1521
https://doi.org/10.1115/1.4063971
Published Online: November 2, 2023
View Article titled, Towards Sustainable Integration: Techno-Economic Analysis and Future Perspectives of Co-located Wind and Hydrogen Energy Systems
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Topics: Economics , Energy / power systems, Hydrogen, Sustainability, Wind, Batteries, Fuel cells, Decision making, Design, Energy storage
Journal Articles

A Reliability-Based Optimization Framework for Planning Operational Profiles for Unmanned Systems

Accepted Manuscript
Indranil Hazra, Arko Chattejee, Joseph Southgate, Matthew Weiner, Katrina Groth, Shapour Azarm
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-23-1464
https://doi.org/10.1115/1.4063661
Published Online: October 5, 2023
View Article titled, A Reliability-Based Optimization Framework for Planning Operational Profiles for Unmanned Systems
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Topics: Optimization, Pareto optimization, Reliability, Reliability-based optimization, Design, Approximation, Artificial intelligence, Bayesian network, Computer-aided engineering, Control systems
Journal Articles

An Overview of Uncertain Control Co-Design Formulations

Saeed Azad, Daniel R. Herber
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2023, 145(9): 091709.
Paper No: MD-23-1071
https://doi.org/10.1115/1.4062753
Published Online: July 19, 2023
View Article titled, An Overview of Uncertain Control Co-Design Formulations
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Topics: Uncertainty, Optimization, Design
Journal Articles

Evidence-Theory-Based Reliability Analysis From the Perspective of Focal Element Classification Using Deep Learning Approach

L. Chen, Z. Zhang, G. Yang, Q. Zhou, Y. Xia, C. Jiang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. July 2023, 145(7): 071702.
Paper No: MD-22-1753
https://doi.org/10.1115/1.4062271
Published Online: May 17, 2023
View Article titled, Evidence-Theory-Based Reliability Analysis From the Perspective of Focal Element Classification Using Deep Learning Approach
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Topics: Dimensions, Errors, Event history analysis, Reliability, Uncertainty, Probability, Construction
Journal Articles

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

Venkat Nemani, Adam Thelen, Chao Hu, Steve Daining
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2023, 145(3): 031706.
Paper No: MD-22-1420
https://doi.org/10.1115/1.4056149
Published Online: November 24, 2022
View Article titled, Degradation-Aware Ensemble of Diverse Predictors for Remaining Useful Life Prediction
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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
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2023, 145(2): 023303.
Paper No: MD-22-1159
https://doi.org/10.1115/1.4055926
Published Online: November 17, 2022
View Article titled, Positioning Accuracy Reliability Analysis of Industrial Robots Considering Epistemic Uncertainty and Correlation
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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
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2023, 145(3): 031703.
Paper No: MD-22-1363
https://doi.org/10.1115/1.4055738
Published Online: November 3, 2022
View Article titled, Bi-Objective Surrogate Feasibility Robust Design Optimization Utilizing Expected Non-Dominated Improvement With Relaxation
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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
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2023, 145(2): 022001.
Paper No: MD-22-1495
https://doi.org/10.1115/1.4055901
Published Online: November 1, 2022
View Article titled, Optimization-Based Disassembly Sequence Planning Under Uncertainty for Human–Robot Collaboration
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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
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2023, 145(1): 011703.
Paper No: MD-22-1256
https://doi.org/10.1115/1.4055898
Published Online: October 31, 2022
View Article titled, GAN-DUF: Hierarchical Deep Generative Models for Design Under Free-Form Geometric Uncertainty
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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
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2023, 145(1): 012003.
Paper No: MD-22-1199
https://doi.org/10.1115/1.4055735
Published Online: October 10, 2022
View Article titled, Decentralized and Centralized Planning for Multi-Robot Additive Manufacturing
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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
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2023, 145(1): 012001.
Paper No: MD-22-1210
https://doi.org/10.1115/1.4055149
Published Online: October 7, 2022
View Article titled, Iterative Uncertainty Calibration for Modeling Metal Additive Manufacturing Processes Using Statistical Moment-Based Metric
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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
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2022, 144(11): 111706.
Paper No: MD-22-1243
https://doi.org/10.1115/1.4055122
Published Online: August 9, 2022
View Article titled, An Adaptive Two-Stage Kriging-Based Infilling Strategy for Efficient Multi-Objective Global Optimization
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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
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2022, 144(11): 111702.
Paper No: MD-22-1115
https://doi.org/10.1115/1.4054877
Published Online: July 22, 2022
View Article titled, A New Validation Metric for Models With Correlated Responses Using Limited Experimental and Simulation Data
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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
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2022, 144(11): 111703.
Paper No: MD-22-1102
https://doi.org/10.1115/1.4054939
Published Online: July 22, 2022
View Article titled, A Sequential Sampling Approach for Multi-Fidelity Surrogate Modeling-Based Robust Design Optimization
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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
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2022, 144(10): 101702.
Paper No: MD-21-1587
https://doi.org/10.1115/1.4054641
Published Online: June 30, 2022
View Article titled, Uncertainty Analysis and Sensitivity Estimation on an Artillery External Ballistic System
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Topics: Artillery, Ballistics, Projectiles, Sensitivity analysis, Uncertainty analysis, Gaussian distribution, Uncertainty
Journal Articles

Probabilistic Digital Twin for Additive Manufacturing Process Design and Control

Paromita Nath, Sankaran Mahadevan
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2022, 144(9): 091704.
Paper No: MD-21-1740
https://doi.org/10.1115/1.4054521
Published Online: June 13, 2022
View Article titled, Probabilistic Digital Twin for Additive Manufacturing Process Design and Control
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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
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2022, 144(9): 091706.
Paper No: MD-21-1676
https://doi.org/10.1115/1.4054674
Published Online: June 13, 2022
View Article titled, Bias-Learning-Based Model Predictive Controller Design for Reliable Path Tracking of Autonomous Vehicles Under Model and Environmental Uncertainty
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Topics: Autonomous vehicles, Control equipment, Design, Dynamic models, Errors, Tires, Uncertainty, Vehicles, Simulation, Roads
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
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2022, 144(9): 091701.
Paper No: MD-21-1520
https://doi.org/10.1115/1.4053217
Published Online: June 13, 2022
View Article titled, Reliability-Based Multivehicle Path Planning Under Uncertainty Using a Bio-Inspired Approach
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Topics: Mechanical admittance, Path planning, Reliability, Uncertainty, Vehicles, Soil, Roads, Biomimetics, Algorithms, Simulation
Journal Articles

A Non-Parametric Histogram Interpolation Method for Design Space Exploration

Nick Pepper, Francesco Montomoli, Sanjiv Sharma
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2022, 144(8): 081703.
Paper No: MD-21-1637
https://doi.org/10.1115/1.4054085
Published Online: April 8, 2022
View Article titled, A Non-Parametric Histogram Interpolation Method for Design Space Exploration
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Topics: Algorithms, Design, Interpolation, Polynomials, Statistical distributions, Uncertainty