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Journal Articles

Modeling Spatiotemporal Heterogeneity of Customer Preferences With Small-Scale Aggregated Data: A Spatial Panel Modeling Approach

Yuyang Chen, Youyi Bi, Jian Xie, Zhenghui Sha, Mingxian Wang, Yan Fu, Wei Chen
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng. August 2024, 24(8): 084503.
Paper No: JCISE-23-1410
https://doi.org/10.1115/1.4065211
Published Online: April 16, 2024
View Article titled, Modeling Spatiotemporal Heterogeneity of Customer Preferences With Small-Scale Aggregated Data: A Spatial Panel Modeling Approach
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Topics: Modeling, Preferences, Sales, Spatiotemporal phenomena, Vehicles, Design, Optimization, Engineering design
Journal Articles

Product Competition Prediction in Engineering Design Using Graph Neural Networks

Faez Ahmed, Yaxin Cui, Yan Fu, Wei Chen
Journal: ASME Open Journal of Engineering
Publisher: ASME
Article Type: Research Papers
ASME Open J. Engineering. January 2022, 1: 011020.
Paper No: AOJE-21-1034
https://doi.org/10.1115/1.4054299
Published Online: May 9, 2022
View Article titled, Product Competition Prediction in Engineering Design Using Graph Neural Networks
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Topics: Artificial neural networks, Automobiles, Design, Engineering design, Modeling, Machine learning, Trains, Construction
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
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-69462
https://doi.org/10.1115/DETC2021-69462
View Paper titled, A Graph Neural Network Approach for Product Relationship Prediction
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Topics: Artificial neural networks, Artificial intelligence, Automobiles, Design, Drugs, Engineering systems and industry applications, Machine learning, Modeling, Network analysis, Optimization
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
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-67887
https://doi.org/10.1115/DETC2021-67887
View Paper titled, Reliability-Based Mission Planning of Off-Road Autonomous Ground Vehicles Using an Outcrossing Approach
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Topics: Autonomous vehicles, Reliability, Roads, Mechanical admittance, Algorithms, Automated guided vehicles, Path planning, Uncertainty, Vehicles
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
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2022, 144(4): 041703.
Paper No: MD-21-1077
https://doi.org/10.1115/1.4052511
Published Online: November 11, 2021
View Article titled, Efficient Reliability-Based Mission Planning of Off-Road Autonomous Ground Vehicles Using an Outcrossing Approach
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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
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2001/AMD-25460
https://doi.org/10.1115/IMECE2001/AMD-25460
View Paper titled, Optimal Design of an Inflatable Knee Bolster Using Genetic Algorithms
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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
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. September 2022, 8(3): 031104.
Paper No: RISK-21-1027
https://doi.org/10.1115/1.4051940
Published Online: October 1, 2021
View Article titled, Comparison of the HAZOP, FMEA, FRAM, and STPA Methods for the Hazard Analysis of Automatic Emergency Brake Systems
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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
Publisher: American Society of Mechanical Engineers
Paper No: DETC2020-22591
https://doi.org/10.1115/DETC2020-22591
View Paper titled, A Weighted Network Modeling Approach for Analyzing Product Competition
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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
Publisher: American Society of Mechanical Engineers
Paper No: DETC2020-22201
https://doi.org/10.1115/DETC2020-22201
View Paper titled, Mission Mobility Reliability Analysis of Off-Road Ground Vehicles
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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
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2021, 143(3): 031701.
Paper No: MD-20-1154
https://doi.org/10.1115/1.4048314
Published Online: October 9, 2020
View Article titled, Simulation-Based Mission Mobility Reliability Analysis of Off-Road Ground Vehicles
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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
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2020, 142(3): 031112.
Paper No: MD-19-1446
https://doi.org/10.1115/1.4045687
Published Online: January 14, 2020
View Article titled, Data-Driven Dynamic Network Modeling for Analyzing the Evolution of Product Competitions
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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
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-98385
https://doi.org/10.1115/DETC2019-98385
View Paper titled, Data-Driven Dynamic Network Modeling for Analyzing the Evolution of Product Competitions
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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
Publisher: American Society of Mechanical Engineers
Paper No: DETC2018-86245
https://doi.org/10.1115/DETC2018-86245
View Paper titled, Modeling Spatiotemporal Heterogeneity of Customer Preferences in Engineering Design
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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
Publisher: American Society of Mechanical Engineers
Paper No: DETC2017-68099
https://doi.org/10.1115/DETC2017-68099
View Paper titled, Two-Stage Modeling of Customer Choice Preferences in Engineering Design Using Bipartite Network Analysis
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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
Publisher: American Society of Mechanical Engineers
Paper No: DETC2016-60015
https://doi.org/10.1115/DETC2016-60015
View Paper titled, Forecasting Technological Impacts on Customers’ Co-Consideration Behaviors: A Data-Driven Network Analysis Approach
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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
Publisher: American Society of Mechanical Engineers
Paper No: DETC2016-59437
https://doi.org/10.1115/DETC2016-59437
View Paper titled, Model Validation of Dynamic Engineering Models Under Uncertainty
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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
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. November 2016, 138(11): 111402.
Paper No: MD-16-1128
https://doi.org/10.1115/1.4034089
Published Online: September 12, 2016
View Article titled, Validating Dynamic Engineering Models Under Uncertainty
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Topics: Dynamic systems, Model validation, Signals, Simulation, Time series, Uncertainty, Dynamic models, Density, Data fusion, Engineering models
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
Publisher: American Society of Mechanical Engineers
Paper No: DETC2015-46610
https://doi.org/10.1115/DETC2015-46610
View Paper titled, Impact of Gasoline and Natural Gas Prices on Capacity Planning for Automakers and Electricity Generators Under GHG Emission Constraints
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Topics: Emissions, Gasoline, Generators, Industrial capacity, Natural gas, Carbon dioxide, Vehicles, Electric vehicles, Carbon, Collaboration
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
Publisher: American Society of Mechanical Engineers
Paper No: DETC2015-46764
https://doi.org/10.1115/DETC2015-46764
View Paper titled, A Multidimensional Network Approach for Modeling Customer-Product Relations in Engineering Design
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Topics: Engineering design, Modeling, Preferences, Image segmentation, Product design, Systems analysis, Vehicles
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
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2013-62233
https://doi.org/10.1115/IMECE2013-62233
View Paper titled, Numerical Simulation of Natural Ventilation in Large-Scale Industrial Workshops Based on Orthogonal Test Design
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Topics: Computer simulation, Design, Ventilation, Workshops (Work spaces), Computational fluid dynamics, Heat, Design methodology, High temperature, Industrial plants, Optimization