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Journal Articles

Special Issue: Design by Data: Cultivating Datasets for Engineering Design

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Faez Ahmed, Cyril Picard, Wei Chen, Christopher McComb, Pingfeng Wang, Ikjin Lee, Tino Stankovic, Douglas Allaire, Stefan Menzel
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Guest Editorial
J. Mech. Des. April 2025, 147(4): 040301.
Paper No: MD-25-1085
https://doi.org/10.1115/1.4067871
Published Online: February 28, 2025
View Articletitled, Special Issue: Design by Data: Cultivating Datasets for Engineering Design
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Topics: Design, Engineering design
Journal Articles

Dataset on Complex Power Systems: Design for Resilient Transmission Networks Using a Generative Model

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In-Bum Chung, Pingfeng Wang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2025, 147(4): 041709.
Paper No: MD-24-1452
https://doi.org/10.1115/1.4067745
Published Online: February 27, 2025
View Articletitled, Dataset on Complex Power Systems: Design for Resilient Transmission Networks Using a Generative Model
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Topics: Design, Flow (Dynamics), Generators, Optimization, Power grids, Power systems (Machinery), Resilience, Topology, Generative design, Transmission lines
Journal Articles

A Design for Remanufacturing Framework Incorporating Identification, Evaluation, and Validation: A Case Study of Hydraulic Manifold

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Xinyang Liu, In-Bum Chung, Mohammad Behtash, Matthew Davied, Todd Thompson, Richard Lopez, Michael Lee, William Bishop, Pingfeng Wang, Chao Hu
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. August 2025, 147(8): 084502.
Paper No: MD-24-1498
https://doi.org/10.1115/1.4067746
Published Online: February 27, 2025
View Articletitled, A Design for Remanufacturing Framework Incorporating Identification, Evaluation, and Validation: A Case Study of Hydraulic Manifold
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Topics: Design, Manifolds, Cycles
Proceedings Papers

Disruption Management of Interdependent Power Networks Using a Data-Driven Co-Design Approach for Enhanced System Resilience

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In-Bum Chung, Yi Luo, Pingfeng Wang
Proc. ASME. IMECE2024, Volume 1: Acoustics, Vibration, and Phononics; Advanced Design and Information Technologies, V001T02A015, November 17–21, 2024
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2024-145487
https://doi.org/10.1115/IMECE2024-145487
View Paper titled, Disruption Management of Interdependent Power Networks Using a Data-Driven Co-Design Approach for Enhanced System Resilience
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Topics: Design, Optimization, Resilience
Proceedings Papers

Multiphysics Modeling and Simulation of Gas Sensor for NO 2 Detection

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Parth Bansal, Yuan Jiang, Zhou Li, Sergio Cordero, Zahra Heussen, Debbie Senesky, Pingfeng Wang, Yumeng Li
Proc. ASME. IMECE2024, Volume 10: Mechanics of Solids, Structures, and Fluids; Micro- and Nano-Systems Engineering and Packaging, V010T13A009, November 17–21, 2024
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2024-145663
https://doi.org/10.1115/IMECE2024-145663
View Paper titled, Multiphysics Modeling and Simulation of Gas Sensor for NO 2 Detection
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Topics: Modeling, Sensors, Simulation
Journal Articles

Uncertainty Quantification of Additively Manufactured Architected Cellular Materials for Energy Absorption Applications

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Zheng Liu, Yanwen Xu, Yuan Jiang, Anabel Renteria, Parth Bansal, Chenlong Xu, Pingfeng Wang, Yumeng Li
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 2025, 11(3): 031204.
Paper No: RISK-24-1031
https://doi.org/10.1115/1.4066933
Published Online: November 22, 2024
View Articletitled, Uncertainty Quantification of Additively Manufactured Architected Cellular Materials for Energy Absorption Applications
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Topics: Absorption, Additive manufacturing, Compression, Design, Simulation, Uncertainty, Uncertainty quantification, Modeling, Manufacturing, Reliability
Proceedings Papers

Generative Design for Power System Networks Using WGAN and Graph Performance Measures for Guided Generation

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In-Bum Chung, Pingfeng Wang
Proc. ASME. IDETC-CIE2024, Volume 3A: 50th Design Automation Conference (DAC), V03AT03A040, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143571
https://doi.org/10.1115/DETC2024-143571
View Paper titled, Generative Design for Power System Networks Using WGAN and Graph Performance Measures for Guided Generation
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Topics: Design, Generative design, Power systems (Machinery)
Proceedings Papers

Cooling-Guided Diffusion Model for Battery Cell Arrangement

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Nicholas Sung, Zheng Liu, Pingfeng Wang, Faez Ahmed
Proc. ASME. IDETC-CIE2024, Volume 3A: 50th Design Automation Conference (DAC), V03AT03A009, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143373
https://doi.org/10.1115/DETC2024-143373
View Paper titled, Cooling-Guided Diffusion Model for Battery Cell Arrangement
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Topics: Batteries, Cooling, Diffusion (Physics), Generative artificial intelligence, Thermal management
Proceedings Papers

A Design for Remanufacturing Framework Incorporating Identification, Evaluation, and Validation: A Case Study of Hydraulic Manifold

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Xinyang Liu, In-Bum Chung, Mohammad Behtash, Matthew Davied, Todd Thompson, Richard Lopez, Michael Lee, William Bishop, Pingfeng Wang, Chao Hu
Proc. ASME. IDETC-CIE2024, Volume 3B: 50th Design Automation Conference (DAC), V03BT03A049, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-142520
https://doi.org/10.1115/DETC2024-142520
View Paper titled, A Design for Remanufacturing Framework Incorporating Identification, Evaluation, and Validation: A Case Study of Hydraulic Manifold
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Topics: Design, Manifolds
Journal Articles

Reliability-Based Design Optimization of Additive Manufacturing for Lithium Battery Silicon Anode

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Zheng Liu, Hao Wu, Pingfeng Wang, Yumeng Li
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 2024, 10(3): 031104.
Paper No: RISK-23-1100
https://doi.org/10.1115/1.4065530
Published Online: June 6, 2024
View Articletitled, Reliability-Based Design Optimization of Additive Manufacturing for Lithium Battery Silicon Anode
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Topics: Anodes, Silicon, Reliability-based optimization, Additive manufacturing, Design, Batteries, Manufacturing
Journal Articles

Multi-Task Learning for Design Under Uncertainty With Multi-Fidelity Partially Observed Information

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Yanwen Xu, Hao Wu, Zheng Liu, Pingfeng Wang, Yumeng Li
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2024, 146(8): 081704.
Paper No: MD-23-1618
https://doi.org/10.1115/1.4064492
Published Online: March 5, 2024
View Articletitled, Multi-Task Learning for Design Under Uncertainty With Multi-Fidelity Partially Observed Information
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Topics: Design, Design under uncertainty, Machine learning, Metamodeling, Optimization, Reliability, Reliability-based optimization, Uncertainty, Complex systems, Uncertainty quantification
Proceedings Papers

Control Co-Design of Battery Packs With Immersion Cooling

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Zheng Liu, Jiaxin Wu, Wuchen Fu, Pouya Kabirzadeh, In-Bum Chung, Mohammed Jubair Dipto, Nenad Miljkovic, Pingfeng Wang, Yumeng Li
Proc. ASME. IMECE2023, Volume 2: Advanced Design and Information Technologies, V002T02A016, October 29–November 2, 2023
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2023-112873
https://doi.org/10.1115/IMECE2023-112873
View Paper titled, Control Co-Design of Battery Packs With Immersion Cooling
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Topics: Batteries, Cooling, Design
Journal Articles

Integrated Sustainable Product Design With Warranty and End-of-Use Considerations

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Xinyang Liu, Pingfeng Wang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2024, 146(5): 051705.
Paper No: MD-23-1423
https://doi.org/10.1115/1.4063762
Published Online: November 30, 2023
View Articletitled, Integrated Sustainable Product Design With Warranty and End-of-Use Considerations
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Topics: Design, Manufacturing, Product design, Reliability, Sustainability, Cycles, Optimization, Electric motors
Proceedings Papers

Mean Time to Failure Prediction for Complex Systems With Adaptive Surrogate Modeling

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Hao Wu, Yanwen Xu, Zheng Liu, Pingfeng Wang
Proc. ASME. IDETC-CIE2023, Volume 3A: 49th Design Automation Conference (DAC), V03AT03A051, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-117177
https://doi.org/10.1115/DETC2023-117177
View Paper titled, Mean Time to Failure Prediction for Complex Systems With Adaptive Surrogate Modeling
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Topics: Complex systems, Failure, Metamodeling
Proceedings Papers

Sensor Network Design for Permanent Magnet Synchronous Motor Fault Diagnosis

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Sara Kohtz, Junhan Zhao, Anabel Renteria, Anand Vikas Lalwani, Xiaolong Zhang, Kiruba Sivasubramaniam Haran, Debbie Senesky, Pingfeng Wang
Proc. ASME. IDETC-CIE2023, Volume 3A: 49th Design Automation Conference (DAC), V03AT03A050, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116972
https://doi.org/10.1115/DETC2023-116972
View Paper titled, Sensor Network Design for Permanent Magnet Synchronous Motor Fault Diagnosis
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Topics: Design, Engines, Fault diagnosis, Flaw detection, Genetic algorithms, Motors, Permanent magnets, Sensor networks, Sensor placement
Proceedings Papers

Multi-Fidelity Modeling for Dynamic Power Control and Optimization of Nuclear-Renewable Hybrid Energy Systems

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In-Bum Chung, Pingfeng Wang
Proc. ASME. IDETC-CIE2023, Volume 3A: 49th Design Automation Conference (DAC), V03AT03A036, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116914
https://doi.org/10.1115/DETC2023-116914
View Paper titled, Multi-Fidelity Modeling for Dynamic Power Control and Optimization of Nuclear-Renewable Hybrid Energy Systems
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Topics: Energy / power systems, Modeling, Optimization
Proceedings Papers

Data-Driven Control Co-Design for Indirect Liquid Cooling Plate With Microchannels for Battery Thermal Management

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Zheng Liu, Yanwen Xu, Hao Wu, Pingfeng Wang, Yumeng Li
Proc. ASME. IDETC-CIE2023, Volume 3A: 49th Design Automation Conference (DAC), V03AT03A048, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116921
https://doi.org/10.1115/DETC2023-116921
View Paper titled, Data-Driven Control Co-Design for Indirect Liquid Cooling Plate With Microchannels for Battery Thermal Management
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Topics: Batteries, Cooling, Design, Microchannels, Thermal management
Proceedings Papers

Uncertainty Quantification on Mechanical Behavior of Corroded Plate With Statistical Shape Modeling

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Hao Wu, Parth Bansal, Zheng Liu, Yumeng Li, Pingfeng Wang
Proc. ASME. IDETC-CIE2023, Volume 3B: 49th Design Automation Conference (DAC), V03BT03A051, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-117050
https://doi.org/10.1115/DETC2023-117050
View Paper titled, Uncertainty Quantification on Mechanical Behavior of Corroded Plate With Statistical Shape Modeling
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Topics: Corrosion, Finite element analysis, Mechanical behavior, Modeling, Shapes, Uncertainty quantification
Proceedings Papers

Integrated Sustainable Product Design With Warranty and End-of-Use Considerations

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Xinyang Liu, Pingfeng Wang
Proc. ASME. IDETC-CIE2023, Volume 3B: 49th Design Automation Conference (DAC), V03BT03A050, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-117013
https://doi.org/10.1115/DETC2023-117013
View Paper titled, Integrated Sustainable Product Design With Warranty and End-of-Use Considerations
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Topics: Design, Product design, Sustainability
Proceedings Papers

Multi-Task Multi-Fidelity Machine Learning for Reliability-Based Design With Partially Observed Information

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Yanwen Xu, Hao Wu, Zheng Liu, Pingfeng Wang
Proc. ASME. IDETC-CIE2023, Volume 3B: 49th Design Automation Conference (DAC), V03BT03A036, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-117032
https://doi.org/10.1115/DETC2023-117032
View Paper titled, Multi-Task Multi-Fidelity Machine Learning for Reliability-Based Design With Partially Observed Information
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Topics: Design, Event history analysis, Machine learning, Optimization, Reliability