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Journal Articles

Top-Down Hierarchical Construction and Application of a Domain Knowledge Graph based on Multimodal Design Information

Accepted Manuscript
Zhinan Li, Guodong Sa, Zhenyu Liu, Bin Li, Jianrong Tan
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-23-1892
https://doi.org/10.1115/1.4066680
Published Online: September 25, 2024
View Article titled, Top-Down Hierarchical Construction and Application of a Domain Knowledge Graph based on Multimodal Design Information
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Topics: Conceptual design, Construction, Design, Product design
Journal Articles

An automated data-driven approach for product design strategies to respond to market disruption following COVID-19

Accepted Manuscript
Seyoung Park, Kangcheng Lin, Junegak Joung, Harrison Kim
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1210
https://doi.org/10.1115/1.4066684
Published Online: September 25, 2024
View Article titled, An automated data-driven approach for product design strategies to respond to market disruption following COVID-19
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Topics: Product design, Laptop computers, Pandemics, Preferences, Batteries, Data collection, Data-driven design, Design automation, Machine learning
Journal Articles

Robust Design for Product Adaptation Considering Changes in Configurations and Parameters

Reza Deabae, Deyi Xue
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2025, 147(2): 021402.
Paper No: MD-24-1129
https://doi.org/10.1115/1.4066223
Published Online: September 23, 2024
View Article titled, Robust Design for Product Adaptation Considering Changes in Configurations and Parameters
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Topics: Design, Product design, Uncertainty, Robustness
Journal Articles

Implications of Context Effects in Consumer Utility Models for Optimal Product Design and Differentiation

Waleed F. Gowharji, Jeremy J. Michalek, Kate S. Whitefoot
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2024, 146(9): 091706.
Paper No: MD-23-1292
https://doi.org/10.1115/1.4065478
Published Online: June 13, 2024
View Article titled, Implications of Context Effects in Consumer Utility Models for Optimal Product Design and Differentiation
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Topics: Design, Product design, Horsepower, Vehicles, Preferences, Corporate average fuel economy, Fuel efficiency
Includes: Supplementary data
Journal Articles

A Cognitive Approach for Modeling Customer Demand Dynamics for Optimal Product Release Strategies

Ian Walter, Philip E. Paré, Jitesh H. Panchal
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2024, 146(8): 081706.
Paper No: MD-23-1520
https://doi.org/10.1115/1.4065486
Published Online: June 3, 2024
View Article titled, A Cognitive Approach for Modeling Customer Demand Dynamics for Optimal Product Release Strategies
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Topics: Approximation, Decision making, Dynamics (Mechanics), Engineering simulation, Field theories (Physics), Modeling, Preferences, Sales, Simulation, Probability
Journal Articles

Disassembly and Repairability of Mechatronic Products: Insight for Engineering Design

Núria Boix Rodríguez, Claudio Favi
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2024, 146(2): 020906.
Paper No: MD-23-1465
https://doi.org/10.1115/1.4064075
Published Online: December 18, 2023
View Article titled, Disassembly and Repairability of Mechatronic Products: Insight for Engineering Design
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Topics: Design, Fasteners, Green design, Heating, Maintenance, Ovens, Product design, Sensitivity analysis, Weight (Mass), Doors
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
Journal Articles

Tolerancing for an Apple Pie: A Fundamental Theory of Tolerances

Joshua Roland Campbell, George A. Hazelrigg
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. June 2023, 145(6): 061401.
Paper No: MD-22-1028
https://doi.org/10.1115/1.4057040
Published Online: March 29, 2023
View Article titled, Tolerancing for an Apple Pie: A Fundamental Theory of Tolerances
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Topics: Design, Optimization, Product design, Preferences, Dimensions, Taguchi methods, Manufacturing, Temperature, Reliability, Risk
Journal Articles

Special Issue: Emerging Technologies and Methods for Early-Stage Product Design and Development

Mohsen Moghaddam, Tucker Marion, Katja Holtta-Otto, Kate Fu, Alison Olechowski, Christopher McComb
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Guest Editorial
J. Mech. Des. April 2023, 145(4): 040301.
Paper No: MD-23-1008
https://doi.org/10.1115/1.4056744
Published Online: February 28, 2023
View Article titled, Special Issue: Emerging Technologies and Methods for Early-Stage Product Design and Development
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Topics: Design, Product design
Journal Articles

Global Product Design Platforming: A Comparison of Two Equilibrium Solution Methods

Sarah Case, Jeremy J. Michalek, Kate S. Whitefoot
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. June 2023, 145(6): 061702.
Paper No: MD-22-1435
https://doi.org/10.1115/1.4056685
Published Online: February 20, 2023
View Article titled, Global Product Design Platforming: A Comparison of Two Equilibrium Solution Methods
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Topics: Batteries, China, Design, Equilibrium (Physics), Optimization, Algorithms, Vehicles, Product design
Includes: Supplementary data
Journal Articles

Influences of Engineering Student Backgrounds and Experiences on Conceptions of Product Design

Steven Hoffenson, Adam Corby, Steven Zheng, Nicole Pitterson
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2023, 145(3): 032302.
Paper No: MD-22-1358
https://doi.org/10.1115/1.4056735
Published Online: February 6, 2023
View Article titled, Influences of Engineering Student Backgrounds and Experiences on Conceptions of Product Design
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Topics: Design, Product design, Students, Engineering design, Engineering students, Education
Journal Articles

Automatic Facial Expression Analysis as a Measure of User-Designer Empathy

Aleksi Salmi, Jie Li, Katja Holtta-Otto
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2023, 145(3): 031403.
Paper No: MD-22-1331
https://doi.org/10.1115/1.4056494
Published Online: January 9, 2023
View Article titled, Automatic Facial Expression Analysis as a Measure of User-Designer Empathy
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Topics: Design, Physiology, Product design, Electromyography, Sensors, Design methodology, Facial recognition, Muscle
Journal Articles

The Influence of Hand Tracking and Haptic Feedback for Virtual Prototype Evaluation in the Product Design Process

Almudena Palacios-Ibáñez, María Alonso-García, Manuel Contero, Jorge D. Camba
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2023, 145(4): 041403.
Paper No: MD-22-1381
https://doi.org/10.1115/1.4055952
Published Online: December 9, 2022
View Article titled, The Influence of Hand Tracking and Haptic Feedback for Virtual Prototype Evaluation in the Product Design Process
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Topics: Design, Feedback, Haptics, Product design, Product evaluation, Semantics, Virtual reality, Statistics, Engineering prototypes
Journal Articles

Attribute-Sentiment-Guided Summarization of User Opinions From Online Reviews

Yi Han, Gaurav Nanda, Mohsen Moghaddam
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2023, 145(4): 041402.
Paper No: MD-22-1296
https://doi.org/10.1115/1.4055736
Published Online: December 9, 2022
View Article titled, Attribute-Sentiment-Guided Summarization of User Opinions From Online Reviews
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Topics: Durability, E-commerce, Entropy, Natural language processing, Product design, Product development, Stability, User-centered design, Design, Absorption
Journal Articles

The Role of the Product Design and Manufacturing System Dyad in Efficient Personalized Production

Oscar Rincón-Guevara, Jorge A. Samayoa, Jitesh H. Panchal, Abhijit Deshmukh
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2022, 144(10): 102001.
Paper No: MD-22-1050
https://doi.org/10.1115/1.4054605
Published Online: June 13, 2022
View Article titled, The Role of the Product Design and Manufacturing System Dyad in Efficient Personalized Production
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Topics: Design, Manufacturing, Manufacturing systems, Product design
Journal Articles

Phrase Embedding and Clustering for Sub-Feature Extraction From Online Data

Seyoung Park, Harrison M. Kim
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. May 2022, 144(5): 054501.
Paper No: MD-21-1257
https://doi.org/10.1115/1.4052904
Published Online: December 6, 2021
View Article titled, Phrase Embedding and Clustering for Sub-Feature Extraction From Online Data
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Topics: Batteries, Design, Feature extraction, Fingerprints, Noise (Sound), Preferences, Product design, Security, Storage, Natural language processing
Journal Articles

Classifying Component Function in Product Assemblies With Graph Neural Networks

Vincenzo Ferrero, Bryony DuPont, Kaveh Hassani, Daniele Grandi
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021406.
Paper No: MD-21-1111
https://doi.org/10.1115/1.4052720
Published Online: November 9, 2021
View Article titled, Classifying Component Function in Product Assemblies With Graph Neural Networks
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Topics: Artificial neural networks, Design, Flow (Dynamics), Manufacturing, Product design
Journal Articles

Data-Efficient Machine Learning on Three-Dimensional Engineering Data

Vencia Herzog, Stefan Suwelack
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021709.
Paper No: MD-21-1192
https://doi.org/10.1115/1.4052753
Published Online: November 9, 2021
View Article titled, Data-Efficient Machine Learning on Three-Dimensional Engineering Data
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Topics: Design, Machine learning, Shapes, Knowledge transfer, Artificial intelligence, Product design
Journal Articles

Optimal Modular Remanufactured Product Configuration and Harvesting Planning for End-of-Life Products

Jinju Kim, Seyoung Park, Harrison M. Kim
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2022, 144(4): 042001.
Paper No: MD-21-1352
https://doi.org/10.1115/1.4052389
Published Online: November 9, 2021
View Article titled, Optimal Modular Remanufactured Product Configuration and Harvesting Planning for End-of-Life Products
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Topics: Design, Product design, Manufacturing, Optimization
Journal Articles

Analysis of Dynamic Changes in Customer Sentiment on Product Features After the Outbreak of COVID-19 Based on Online Reviews

Jinju Kim, Seyoung Park, Harrison M. Kim
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. February 2022, 144(2): 024501.
Paper No: MD-21-1175
https://doi.org/10.1115/1.4052789
Published Online: November 9, 2021
View Article titled, Analysis of Dynamic Changes in Customer Sentiment on Product Features After the Outbreak of COVID-19 Based on Online Reviews
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Topics: Batteries, Data collection, Design, Feature extraction, Preferences, Profitability, Product design