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Journal Articles

Product Competition Prediction in Engineering Design Using Graph Neural Networks

Faez Ahmed, Yaxin Cui, Yan Fu, Wei Chen

ASME Open J. Engineering. January 2022, 1: 011020.

Paper No: AOJE-21-1034

DOI: https://doi.org/10.1115/1.4054299

Published Online: May 9, 2022

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Topics: Artificial neural networks, Automobiles, Design, Engineering design, Modeling, Machine learning, Trains, Construction

Proceedings Papers

Reliability-Based Mission Planning of Off-Road Autonomous Ground Vehicles Using an Outcrossing Approach

Chen Jiang, Yixuan Liu, Zhen Hu, Zissimos P. Mourelatos, David Gorsich, Yan Fu

Proc. ASME. IDETC-CIE2021, Volume 3B: 47th Design Automation Conference (DAC), V03BT03A007, August 17–19, 2021

Paper No: DETC2021-67887

DOI: https://doi.org/10.1115/DETC2021-67887

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Topics: Autonomous vehicles, Reliability, Roads, Mechanical admittance, Algorithms, Automated guided vehicles, Path planning, Uncertainty, Vehicles

Proceedings Papers

A Graph Neural Network Approach for Product Relationship Prediction

Faez Ahmed, Yaxin Cui, Yan Fu, Wei Chen

Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A036, August 17–19, 2021

Paper No: DETC2021-69462

DOI: https://doi.org/10.1115/DETC2021-69462

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Topics: Artificial neural networks, Artificial intelligence, Automobiles, Design, Drugs, Engineering systems and industry applications, Machine learning, Modeling, Network analysis, Optimization

Journal Articles

Efficient Reliability-Based Mission Planning of Off-Road Autonomous Ground Vehicles Using an Outcrossing Approach

Chen Jiang, Yixuan Liu, Zissimos P. Mourelatos, David Gorsich, Yan Fu, Zhen Hu

J. Mech. Des. April 2022, 144(4): 041703.

Paper No: MD-21-1077

DOI: https://doi.org/10.1115/1.4052511

Published Online: November 11, 2021

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Topics: Mechanical admittance, Reliability, Roads, Vehicles, Automated guided vehicles, Algorithms, Simulation

Proceedings Papers

Optimal Design of an Inflatable Knee Bolster Using Genetic Algorithms

Yan Fu, R. J. Yang, Isheng Yeh

Proc. ASME. IMECE2001, Crashworthiness, Occupant Protection and Biomechanics in Transportation Systems, 279-288, November 11–16, 2001

Paper No: IMECE2001/AMD-25460

DOI: https://doi.org/10.1115/IMECE2001/AMD-25460

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Topics: Design, Genetic algorithms, Knee, Airbags, Wounds, Optimization, Restraint systems, Safety, Simulation, Stress

Journal Articles

Comparison of the HAZOP, FMEA, FRAM, and STPA Methods for the Hazard Analysis of Automatic Emergency Brake Systems

Liangliang Sun, Yan-Fu Li, Enrico Zio

ASME J. Risk Uncertainty Part B. September 2022, 8(3): 031104.

Paper No: RISK-21-1027

DOI: https://doi.org/10.1115/1.4051940

Published Online: October 1, 2021

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Topics: Failure mode and effects analysis, Hazard analysis, Hazards, Resonance, Task analysis, Failure

Proceedings Papers

A Weighted Network Modeling Approach for Analyzing Product Competition

Yaxin Cui, Faez Ahmed, Zhenghui Sha, Lijun Wang, Yan Fu, Wei Chen

Proc. ASME. IDETC-CIE2020, Volume 11A: 46th Design Automation Conference (DAC), V11AT11A036, August 17–19, 2020

Paper No: DETC2020-22591

DOI: https://doi.org/10.1115/DETC2020-22591

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Topics: Modeling, Preferences

Proceedings Papers

Mission Mobility Reliability Analysis of Off-Road Ground Vehicles

Yixuan Liu, Chen Jiang, Zhen Hu, Zissimos P. Mourelatos, Yan Fu, David Gorsich, Paramsothy Jayakumar, Monica Majcher

Proc. ASME. IDETC-CIE2020, Volume 11B: 46th Design Automation Conference (DAC), V11BT11A044, August 17–19, 2020

Paper No: DETC2020-22201

DOI: https://doi.org/10.1115/DETC2020-22201

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Topics: Event history analysis, Mechanical admittance, Roads, Vehicles, Reliability, Simulation, Uncertainty, Modeling, Decision making, Soil

Journal Articles

Simulation-Based Mission Mobility Reliability Analysis of Off-Road Ground Vehicles

Yixuan Liu, Chen Jiang, Zissimos P. Mourelatos, David Gorsich, Paramsothy Jayakumar, Yan Fu, Monica Majcher, Zhen Hu

J. Mech. Des. March 2021, 143(3): 031701.

Paper No: MD-20-1154

DOI: https://doi.org/10.1115/1.4048314

Published Online: October 9, 2020

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Topics: Mechanical admittance, Vehicles, Simulation, Soil, Roads, Reliability, Event history analysis, Uncertainty, Modeling

Journal Articles

Data-Driven Dynamic Network Modeling for Analyzing the Evolution of Product Competitions

Jian Xie, Youyi Bi, Zhenghui Sha, Mingxian Wang, Yan Fu, Noshir Contractor, Lin Gong, Wei Chen

J. Mech. Des. March 2020, 142(3): 031112.

Paper No: MD-19-1446

DOI: https://doi.org/10.1115/1.4045687

Published Online: January 14, 2020

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Topics: Modeling, Vehicles, Network analysis, Engineering design, Fuel consumption

Proceedings Papers

Data-Driven Dynamic Network Modeling for Analyzing the Evolution of Product Competitions

Jian Xie, Youyi Bi, Zhenghui Sha, Mingxian Wang, Yan Fu, Noshir Contractor, Lin Gong, Wei Chen

Proc. ASME. IDETC-CIE2019, Volume 2A: 45th Design Automation Conference, V02AT03A016, August 18–21, 2019

Paper No: DETC2019-98385

DOI: https://doi.org/10.1115/DETC2019-98385

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Topics: Engineering design, Modeling, Network analysis, Product design

Proceedings Papers

Modeling Spatiotemporal Heterogeneity of Customer Preferences in Engineering Design

Youyi Bi, Jian Xie, Zhenghui Sha, Mingxian Wang, Yan Fu, Wei Chen

Proc. ASME. IDETC-CIE2018, Volume 2A: 44th Design Automation Conference, V02AT03A050, August 26–29, 2018

Paper No: DETC2018-86245

DOI: https://doi.org/10.1115/DETC2018-86245

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Topics: Engineering design, Modeling, Preferences, Spatiotemporal phenomena, Sales, Design, Fuel consumption, Product design, Roads

Proceedings Papers

Two-Stage Modeling of Customer Choice Preferences in Engineering Design Using Bipartite Network Analysis

J. Sophia Fu, Zhenghui Sha, Yun Huang, Mingxian Wang, Yan Fu, Wei Chen

Proc. ASME. IDETC-CIE2017, Volume 2A: 43rd Design Automation Conference, V02AT03A039, August 6–9, 2017

Paper No: DETC2017-68099

DOI: https://doi.org/10.1115/DETC2017-68099

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Topics: Engineering design, Modeling, Network analysis, Preferences, China, Decision making, Tradeoffs, Vehicles

Proceedings Papers

Forecasting Technological Impacts on Customers’ Co-Consideration Behaviors: A Data-Driven Network Analysis Approach

Mingxian Wang, Zhenghui Sha, Yun Huang, Noshir Contractor, Yan Fu, Wei Chen

Proc. ASME. IDETC-CIE2016, Volume 2A: 42nd Design Automation Conference, V02AT03A040, August 21–24, 2016

Paper No: DETC2016-60015

DOI: https://doi.org/10.1115/DETC2016-60015

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Topics: Network analysis, Product design, Vehicles, Economics , Engineering design, Engines, Fuels, Turbochargers

Proceedings Papers

Model Validation of Dynamic Engineering Models Under Uncertainty

Zequn Wang, Yan Fu, Ren-Jye Yang, Saeed Barbat, Wei Chen

Proc. ASME. IDETC-CIE2016, Volume 2B: 42nd Design Automation Conference, V02BT03A048, August 21–24, 2016

Paper No: DETC2016-59437

DOI: https://doi.org/10.1115/DETC2016-59437

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Topics: Engineering models, Model validation, Uncertainty, Dynamic systems, Dynamic models, Engineering simulation, Manufacturing, Simulation, Computers, Data fusion

Journal Articles

Validating Dynamic Engineering Models Under Uncertainty

Zequn Wang, Yan Fu, Ren-Jye Yang, Saeed Barbat, Wei Chen

J. Mech. Des. November 2016, 138(11): 111402.

Paper No: MD-16-1128

DOI: https://doi.org/10.1115/1.4034089

Published Online: September 12, 2016

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Topics: Dynamic systems, Model validation, Signals, Simulation, Time series, Uncertainty, Dynamic models, Density, Data fusion, Engineering models

Proceedings Papers

A Multidimensional Network Approach for Modeling Customer-Product Relations in Engineering Design

Mingxian Wang, Wei Chen, Yun Huang, Noshir S. Contractor, Yan Fu

Proc. ASME. IDETC-CIE2015, Volume 7: 27th International Conference on Design Theory and Methodology, V007T06A044, August 2–5, 2015

Paper No: DETC2015-46764

DOI: https://doi.org/10.1115/DETC2015-46764

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Topics: Engineering design, Modeling, Preferences, Image segmentation, Product design, Systems analysis, Vehicles

Proceedings Papers

Impact of Gasoline and Natural Gas Prices on Capacity Planning for Automakers and Electricity Generators Under GHG Emission Constraints

Boxiao Chen, Xiuli Chao, Yan Fu, Margaret Strumolo, Michael A. Tamor

Proc. ASME. IDETC-CIE2015, Volume 2B: 41st Design Automation Conference, V02BT03A043, August 2–5, 2015

Paper No: DETC2015-46610

DOI: https://doi.org/10.1115/DETC2015-46610

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Topics: Emissions, Gasoline, Generators, Industrial capacity, Natural gas, Carbon dioxide, Vehicles, Electric vehicles, Carbon, Collaboration

Proceedings Papers

Numerical Simulation of Natural Ventilation in Large-Scale Industrial Workshops Based on Orthogonal Test Design

Yan Long, Jinming Feng, Ke Liu, Shiping Jin, Yan Fu

Proc. ASME. IMECE2013, Volume 8A: Heat Transfer and Thermal Engineering, V08AT09A053, November 15–21, 2013

Paper No: IMECE2013-62233

DOI: https://doi.org/10.1115/IMECE2013-62233

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Topics: Computer simulation, Design, Ventilation, Workshops (Work spaces), Computational fluid dynamics, Heat, Design methodology, High temperature, Industrial plants, Optimization

Proceedings Papers

An Ensemble Approach for Model Bias Prediction

Zhimin Xi, Hongjiang Zhou, Yan Fu, Ren-Jye Yang

Proc. ASME. IDETC-CIE2013, Volume 2A: 33rd Computers and Information in Engineering Conference, V02AT02A031, August 4–7, 2013

Paper No: DETC2013-13598

DOI: https://doi.org/10.1115/DETC2013-13598

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Topics: Automotive design, Design, Model validation, Modeling, Reliability, Response surface methodology

Journal citation

NARROW

Product Competition Prediction in Engineering Design Using Graph Neural Networks

Reliability-Based Mission Planning of Off-Road Autonomous Ground Vehicles Using an Outcrossing Approach

A Graph Neural Network Approach for Product Relationship Prediction

Efficient Reliability-Based Mission Planning of Off-Road Autonomous Ground Vehicles Using an Outcrossing Approach

Optimal Design of an Inflatable Knee Bolster Using Genetic Algorithms

Comparison of the HAZOP, FMEA, FRAM, and STPA Methods for the Hazard Analysis of Automatic Emergency Brake Systems

A Weighted Network Modeling Approach for Analyzing Product Competition

Mission Mobility Reliability Analysis of Off-Road Ground Vehicles

Simulation-Based Mission Mobility Reliability Analysis of Off-Road Ground Vehicles

Data-Driven Dynamic Network Modeling for Analyzing the Evolution of Product Competitions

Data-Driven Dynamic Network Modeling for Analyzing the Evolution of Product Competitions

Modeling Spatiotemporal Heterogeneity of Customer Preferences in Engineering Design

Two-Stage Modeling of Customer Choice Preferences in Engineering Design Using Bipartite Network Analysis

Forecasting Technological Impacts on Customers’ Co-Consideration Behaviors: A Data-Driven Network Analysis Approach

Model Validation of Dynamic Engineering Models Under Uncertainty

Validating Dynamic Engineering Models Under Uncertainty

A Multidimensional Network Approach for Modeling Customer-Product Relations in Engineering Design

Impact of Gasoline and Natural Gas Prices on Capacity Planning for Automakers and Electricity Generators Under GHG Emission Constraints

Numerical Simulation of Natural Ventilation in Large-Scale Industrial Workshops Based on Orthogonal Test Design

An Ensemble Approach for Model Bias Prediction

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