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Proceedings Papers

Envelope Method for Time- and Space-Dependent Reliability-Based Design

Hao Wu, Xiaoping Du
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A002, August 14–17, 2022
Paper No: DETC2022-89492
https://doi.org/10.1115/DETC2022-89492
View Paper titled, Envelope Method for Time- and Space-Dependent Reliability-Based Design
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Topics: Design, Reliability, Uncertainty
Proceedings Papers

Uncertainty Quantification of Physics-Based Label-Free Deep Learning and Probabilistic Prediction of Extreme Events

Huiru Li, Jianhua Yin, Xiaoping Du
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A001, August 14–17, 2022
Paper No: DETC2022-88277
https://doi.org/10.1115/DETC2022-88277
View Paper titled, Uncertainty Quantification of Physics-Based Label-Free Deep Learning and Probabilistic Prediction of Extreme Events
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Topics: Physics, Reliability, Uncertainty, Uncertainty quantification, Artificial neural networks, Errors, Machine learning, Design, Linkages, Regression models
Proceedings Papers

A Scalable Graph Learning Approach to Capacitated Vehicle Routing Problem Using Capsule Networks and Attention Mechanism

Steve Paul, Souma Chowdhury
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A045, August 14–17, 2022
Paper No: DETC2022-90123
https://doi.org/10.1115/DETC2022-90123
View Paper titled, A Scalable Graph Learning Approach to Capacitated Vehicle Routing Problem Using Capsule Networks and Attention Mechanism
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Topics: Vehicles, Uncertainty, Artificial neural networks, Manufacturing, Reinforcement learning, Robotics
Proceedings Papers

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

M. Rahmani Dehaghani, Yifan Tang, G. Gary Wang
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A029, August 14–17, 2022
Paper No: DETC2022-89511
https://doi.org/10.1115/DETC2022-89511
View Paper titled, Iterative Uncertainty Calibration for Modeling Metal Additive Manufacturing Processes Using Statistical Moment-Based Metric
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Topics: Additive manufacturing, Calibration, Finite element analysis, Metals, Modeling, Uncertainty
Proceedings Papers

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

Wei (Wayne) Chen, Doksoo Lee, Oluwaseyi Balogun, Wei Chen
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A042, August 14–17, 2022
Paper No: DETC2022-89707
https://doi.org/10.1115/DETC2022-89707
View Paper titled, Hierarchical Deep Generative Models for Design Under Free-Form Geometric Uncertainty
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Topics: Design, Uncertainty, Manufacturing, Design under uncertainty, Optimization, Engineering design, Modeling, Reliability-based optimization, Shapes, Topology
Proceedings Papers

Utilizing Bayesian Inference to Optimization Manufacturing Facility Configuration and Task Sequencing in Product Remanufacturing

Toluwalase O. Olajoyegbe, Beshoy Morkos
Proc. ASME. IDETC-CIE2022, Volume 5: 27th Design for Manufacturing and the Life Cycle Conference (DFMLC), V005T05A012, August 14–17, 2022
Paper No: DETC2022-91294
https://doi.org/10.1115/DETC2022-91294
View Paper titled, Utilizing Bayesian Inference to Optimization Manufacturing Facility Configuration and Task Sequencing in Product Remanufacturing
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Topics: Accounting, Economics , Genetic algorithms, Manufacturing, Manufacturing systems, Modeling, Optimization, Production facilities, Service life (Equipment), Sustainability
Proceedings Papers

Coupled Integral Sliding Mode Control for Bidirectional Automated Platoon With an Exponential Spacing Policy and Uncertainty Approximation

Natnael M. Negash, James Yang
Proc. ASME. IDETC-CIE2022, Volume 1: 24th International Conference on Advanced Vehicle Technologies (AVT), V001T01A005, August 14–17, 2022
Paper No: DETC2022-90810
https://doi.org/10.1115/DETC2022-90810
View Paper titled, Coupled Integral Sliding Mode Control for Bidirectional Automated Platoon With an Exponential Spacing Policy and Uncertainty Approximation
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Topics: Approximation, Flow (Dynamics), Fuzzy logic, Sliding mode control, Topology, Uncertainty
Proceedings Papers

Finding Optimal Sequence of Mobile Manipulator Placements for Automated Coverage Planning of Large Complex Parts

Rishi Malhan, Satyandra K. Gupta
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A006, August 14–17, 2022
Paper No: DETC2022-90105
https://doi.org/10.1115/DETC2022-90105
View Paper titled, Finding Optimal Sequence of Mobile Manipulator Placements for Automated Coverage Planning of Large Complex Parts
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Topics: Manipulators, Sensors, Robotics, Uncertainty, Algorithms, Computation, Construction, Degrees of freedom, Geometry, Kinematics
Proceedings Papers

Reliability-Based Optimization of Offshore Salt Caverns for CO2 Abatement

Zhuoyuan Zheng, Yanwen Xu, Bayan Hamdan, Sara Kohtz, Pedro V. M. Costa, Alvaro M. Costa, Carlos H. B. Morais, Pingfeng Wang
Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A024, August 14–17, 2022
Paper No: DETC2022-90496
https://doi.org/10.1115/DETC2022-90496
View Paper titled, Reliability-Based Optimization of Offshore Salt Caverns for CO2 Abatement
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Topics: Carbon dioxide, Ocean engineering, Reliability-based optimization, Design, Supercritical carbon dioxide, Uncertainty, Construction, Reliability, Storage, Carbon capture and storage
Proceedings Papers

Control Co-Design Under Uncertainties: Formulations

Saeed Azad, Daniel R. Herber
Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A008, August 14–17, 2022
Paper No: DETC2022-89507
https://doi.org/10.1115/DETC2022-89507
View Paper titled, Control Co-Design Under Uncertainties: Formulations
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Topics: Design, Uncertainty
Proceedings Papers

A Comparative Study of Surrogate Modeling of Nonlinear Dynamic Systems

Ying Zhao, Chen Jiang, Manuel A. Vega, Michael D. Todd, Zhen Hu
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A040, August 14–17, 2022
Paper No: DETC2022-90027
https://doi.org/10.1115/DETC2022-90027
View Paper titled, A Comparative Study of Surrogate Modeling of Nonlinear Dynamic Systems
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Topics: Metamodeling, Nonlinear dynamical systems, Artificial neural networks, Design, Dynamic models, Dynamic systems, Uncertainty
Proceedings Papers

Does Narrative Play a Role in Engineering Decision-Making and Design? A Preliminary Study

Scott Ferguson, Kenneth M. Bryden
Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A018, August 14–17, 2022
Paper No: DETC2022-89949
https://doi.org/10.1115/DETC2022-89949
View Paper titled, Does Narrative Play a Role in Engineering Decision-Making and Design? A Preliminary Study
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Topics: Decision making, Design, Engineering design, Uncertainty
Proceedings Papers

Analyzing Expert Design Cost Estimation for Additive Manufacturing

Glen Williams, Nicholas A. Meisel, Timothy W. Simpson, Christopher McComb
Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A032, August 14–17, 2022
Paper No: DETC2022-90260
https://doi.org/10.1115/DETC2022-90260
View Paper titled, Analyzing Expert Design Cost Estimation for Additive Manufacturing
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Topics: Additive manufacturing, Design, Computer-aided design, Experimental design, Lasers, Manufacturing, Metals, Project cost estimation, Statistics, Tooling
Proceedings Papers

Deep Ensembles for Modeling Uncertain Phase Constraints In Compositionally Graded Alloy Design

Marshall Allen, Raymundo Arroyave, Richard Malak
Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A028, August 14–17, 2022
Paper No: DETC2022-89091
https://doi.org/10.1115/DETC2022-89091
View Paper titled, Deep Ensembles for Modeling Uncertain Phase Constraints In Compositionally Graded Alloy Design
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Topics: Alloys, Design, Modeling, Artificial neural networks, Manufacturing, Metals, Probability, Algorithms, Engineering simulation, Functionally graded materials
Proceedings Papers

Modeling and Analysis of Uncertain Static Contact Characteristics for Revolute Clearance Joints

Sheng Liu, Haidong Yu, Bin Gu, Yong Zhao
Proc. ASME. IDETC-CIE2022, Volume 9: 18th International Conference on Multibody Systems, Nonlinear Dynamics, and Control (MSNDC), V009T09A002, August 14–17, 2022
Paper No: DETC2022-88965
https://doi.org/10.1115/DETC2022-88965
View Paper titled, Modeling and Analysis of Uncertain Static Contact Characteristics for Revolute Clearance Joints
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Topics: Clearances (Engineering), Modeling, Uncertainty
Proceedings Papers

Multi-Input Shaping for a Multi-Mode Vibratory Structure Using Deadbeat Control Theory

Alok Sinha
Proc. ASME. IDETC-CIE2022, Volume 10: 34th Conference on Mechanical Vibration and Sound (VIB), V010T10A020, August 14–17, 2022
Paper No: DETC2022-89788
https://doi.org/10.1115/DETC2022-89788
View Paper titled, Multi-Input Shaping for a Multi-Mode Vibratory Structure Using Deadbeat Control Theory
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Topics: Control theory, Damping, Discrete time systems, Finite element model, Flexible structures, Poles (Building), Springs, Trusses (Building), Uncertainty
Proceedings Papers

A Variable Stiffness End-of-Arm Mechanism for Safe Operation in Industrial Environments

Sri Sadhan Jujjavarapu, Ehsan Tarkesh Esfahani
Proc. ASME. IDETC-CIE2022, Volume 7: 46th Mechanisms and Robotics Conference (MR), V007T07A018, August 14–17, 2022
Paper No: DETC2022-91310
https://doi.org/10.1115/DETC2022-91310
View Paper titled, A Variable Stiffness End-of-Arm Mechanism for Safe Operation in Industrial Environments
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Topics: Stiffness, Collisions (Physics), Robots, Displacement, End effectors, Damage, Magnets, Manipulators, Permanent magnets, Robotics
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
https://doi.org/10.1115/DETC2021-70590
View Paper titled, Guidelines for Optimizing the Error in Area Ratio Damping Estimation Method
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Topics: Damping, Errors, Uncertainty, Cycles, Computer simulation, Degrees of freedom, Harmonic oscillators, Noise (Sound), Uncertainty analysis
Proceedings Papers

Reliability Constrained Optimal Design of Distributed Generators in Power System Under Load and Wind Turbine Generation Uncertainty

Zhetao Chen, Zhimin Xi
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A026, August 17–19, 2021
Paper No: DETC2021-68199
https://doi.org/10.1115/DETC2021-68199
View Paper titled, Reliability Constrained Optimal Design of Distributed Generators in Power System Under Load and Wind Turbine Generation Uncertainty
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Topics: Design, Dimensions, Eigenvalues, Event history analysis, Generators, Particle swarm optimization, Power systems (Machinery), Reliability, Stress, Uncertainty
Proceedings Papers

Towards a Rational, Narrative-Based Design Framework for Navigating Radical Uncertainty in Engineering Design

Kenneth M. Bryden, Scott Ferguson
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A023, August 17–19, 2021
Paper No: DETC2021-71156
https://doi.org/10.1115/DETC2021-71156
View Paper titled, Towards a Rational, Narrative-Based Design Framework for Navigating Radical Uncertainty in Engineering Design
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Topics: Decision making, Design, Engineering design, Uncertainty