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Journal Articles

Datasets in Engineering Design

Accepted Manuscript
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.
Paper No: MD-25-1085
https://doi.org/10.1115/1.4067871
Published Online: February 7, 2025
View Article titled, Datasets in Engineering Design
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Topics: Design, Engineering design, Data-driven design, Design automation, Design engineering, Design theory, Machine learning, Metamodeling, Transparency
Journal Articles

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

Accepted Manuscript
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.
Paper No: MD-24-1498
https://doi.org/10.1115/1.4067746
Published Online: January 28, 2025
View Article 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

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

Accepted Manuscript
In-Bum Chung, Pingfeng Wang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1452
https://doi.org/10.1115/1.4067745
Published Online: January 27, 2025
View Article titled, Dataset on Complex Power Systems: Design for Resilient Transmission Networks using a Generative Model
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Topics: Data-driven design, Design, Machine learning, Power systems (Machinery)
Proceedings Papers

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

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

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

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 Article titled, 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

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

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

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
Open the PDF for A Design for Remanufacturing Framework Incorporating Identification, Evaluation, and Validation: A Case Study of Hydraulic Manifold in another window
Topics: Design, Manifolds
Journal Articles

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

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 Article titled, 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

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 Article titled, 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

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

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 Article titled, 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

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

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

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

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

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

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

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