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Journal Articles

A Decision Support Framework for Robust Multilevel Co-Design Exploration of Manufacturing Supply Networks

Mathew Baby, Akshay Guptan, Jacob Broussard, Janet K. Allen, Farrokh Mistree, Anand Balu Nellippallil
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2024, 146(11): 111704.
Paper No: MD-23-1707
https://doi.org/10.1115/1.4065369
Published Online: May 23, 2024
View Article titled, A Decision Support Framework for Robust Multilevel Co-Design Exploration of Manufacturing Supply Networks
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Topics: Design, Manufacturing, Steel
Journal Articles

Design of Self-Organizing Systems Using Multi-Agent Reinforcement Learning and the Compromise Decision Support Problem Construct

Mingfei Jiang, Zhenjun Ming, Chuanhao Li, Janet K. Allen, Farrokh Mistree
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2024, 146(5): 051711.
Paper No: MD-23-1466
https://doi.org/10.1115/1.4064672
Published Online: March 18, 2024
View Article titled, Design of Self-Organizing Systems Using Multi-Agent Reinforcement Learning and the Compromise Decision Support Problem Construct
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Topics: Design, Reinforcement learning, Robots, Self-organization, Multi-robot systems
Proceedings Papers

Design of Self-Organizing Systems Using Multi-Agent Reinforcement Learning and the Compromise Decision Support Problem Construct

Mingfei Jiang, Zhenjun Ming, Chuanhao Li, Farrokh Mistree, Janet K. Allen
Proc. ASME. IDETC-CIE2023, Volume 3A: 49th Design Automation Conference (DAC), V03AT03A026, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116703
https://doi.org/10.1115/DETC2023-116703
View Paper titled, Design of Self-Organizing Systems Using Multi-Agent Reinforcement Learning and the Compromise Decision Support Problem Construct
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Topics: Design, Reinforcement learning, Self-organization
Proceedings Papers

A Framework to Support Multilevel Robust Co-Design of Manufacturing Supply Networks

Mathew Baby, Akshay Guptan, Jacob Broussard, Janet K. Allen, Farrokh Mistree, Anand Balu Nellippallil
Proc. ASME. IDETC-CIE2023, Volume 3A: 49th Design Automation Conference (DAC), V03AT03A031, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-117145
https://doi.org/10.1115/DETC2023-117145
View Paper titled, A Framework to Support Multilevel Robust Co-Design of Manufacturing Supply Networks
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Topics: Design, Manufacturing
Proceedings Papers

Framing Wicked Problems Through Evidentiary and Interpretative Analysis

Mayank J. Bhalerao, Wesley T. Honeycutt, Ashok K. Das, Janet K. Allen, Farrokh Mistree
Proc. ASME. IDETC-CIE2023, Volume 3B: 49th Design Automation Conference (DAC), V03BT03A005, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-117285
https://doi.org/10.1115/DETC2023-117285
View Paper titled, Framing Wicked Problems Through Evidentiary and Interpretative Analysis
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Topics: Computers, Design, Economics , Framing (Construction), Modeling, Structural frames, System dynamics
Proceedings Papers

On How a Self-Organizing System Produces Collective Behavior

Jinhui Cao, Zhenjun Ming, Janet K. Allen, Farrokh Mistree
Proc. ASME. IDETC-CIE2023, Volume 3B: 49th Design Automation Conference (DAC), V03BT03A062, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116875
https://doi.org/10.1115/DETC2023-116875
View Paper titled, On How a Self-Organizing System Produces Collective Behavior
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Topics: Self-organization
Journal Articles

Exploring Robust Decisions in the Design of Coupled Engineered Systems

Gehendra Sharma, Janet K. Allen, Farrokh Mistree
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2023, 145(12): 121402.
Paper No: MD-22-1786
https://doi.org/10.1115/1.4063157
Published Online: October 6, 2023
View Article titled, Exploring Robust Decisions in the Design of Coupled Engineered Systems
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Topics: Design
Journal Articles

Designing Evolving Cyber-Physical-Social Systems: Computational Research Opportunities

Janet K. Allen, Anand Balu Nellippallil, Zhenjun Ming, Jelena Milisavljevic-Syed, Farrokh Mistree
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Review Articles
J. Comput. Inf. Sci. Eng. December 2023, 23(6): 060815.
Paper No: JCISE-23-1218
https://doi.org/10.1115/1.4062883
Published Online: August 3, 2023
View Article titled, Designing Evolving Cyber-Physical-Social Systems: Computational Research Opportunities
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Topics: Decision making, Design, Modeling, Uncertainty
Journal Articles

Evaluation of Students’ Learning Through Reflection on Doing Based on Sentiment Analysis

Yupeng Wu, Zhenjun Ming, Janet K. Allen, Farrokh Mistree
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2023, 145(3): 032301.
Paper No: MD-22-1360
https://doi.org/10.1115/1.4056495
Published Online: January 17, 2023
View Article titled, Evaluation of Students’ Learning Through Reflection on Doing Based on Sentiment Analysis
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Topics: Students
Proceedings Papers

Surrogate Models and Time Series for Flow Prediction on the Red River Dam Network

Reza Alizadeh, Janet K. Allen, Farrokh Mistree
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A023, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-88163
https://doi.org/10.1115/DETC2022-88163
View Paper titled, Surrogate Models and Time Series for Flow Prediction on the Red River Dam Network
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Topics: Artificial neural networks, Dams, Flow (Dynamics), Machine learning, Metamodeling, Rivers, Time series
Proceedings Papers

Evaluation of Students’ Learning Through Reflection on Doing Based on Sentiment Analysis

Yupeng Wu, Zhenjun Ming, Janet K. Allen, Farrokh Mistree
Proc. ASME. IDETC-CIE2022, Volume 4: 19th International Conference on Design Education (DEC), V004T04A001, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-88161
https://doi.org/10.1115/DETC2022-88161
View Paper titled, Evaluation of Students’ Learning Through Reflection on Doing Based on Sentiment Analysis
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Topics: Reflection, Students, Design, Education, Engineering design, Instrumentation, Performance, Testing
Proceedings Papers

Framing Evolving Market Structures Using a Business Model Canvas

Jacob Starks, Chandra Rai, Deepak Devegowda, Janet K. Allen, Farrokh Mistree
Proc. ASME. IDETC-CIE2022, Volume 5: 27th Design for Manufacturing and the Life Cycle Conference (DFMLC), V005T05A013, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-90367
https://doi.org/10.1115/DETC2022-90367
View Paper titled, Framing Evolving Market Structures Using a Business Model Canvas
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Topics: Canvas, Design, Framing (Construction), Structural frames, Hydrogen, Carbon, Economics , Engineering design, Governments, Modeling
Journal Articles

Assessment of Student Learning Through Reflection on Doing Using the Latent Dirichlet Algorithm

Yanwei Sun, Zhenjun Ming, Zachary Ball, Shan Peng, Janet K. Allen, Farrokh Mistree
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2022, 144(12): 122301.
Paper No: MD-22-1011
https://doi.org/10.1115/1.4055376
Published Online: September 20, 2022
View Article titled, Assessment of Student Learning Through Reflection on Doing Using the Latent Dirichlet Algorithm
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Topics: Algorithms, Students, Reflection, Design
Proceedings Papers

Robust Design of Coupled Engineered Systems

Gehendra Sharma, Janet K. Allen, Farrokh Mistree
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A024, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-71187
https://doi.org/10.1115/DETC2021-71187
View Paper titled, Robust Design of Coupled Engineered Systems
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Topics: Composite materials, Design, Mechanical drives
Proceedings Papers

Assessment of Student Learning Through Reflection on Doing in Engineering Design

Yanwei Sun, Shan Peng, Zachary Ball, Zhenjun Ming, Janet K. Allen, Farrokh Mistree
Proc. ASME. IDETC-CIE2021, Volume 4: 18th International Conference on Design Education (DEC), V004T04A009, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-70250
https://doi.org/10.1115/DETC2021-70250
View Paper titled, Assessment of Student Learning Through Reflection on Doing in Engineering Design
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Topics: Engineering design, Reflection, Students, Design, Performance, Algorithms, Instrumentation, Testing, Text analytics
Proceedings Papers

Home Energy Management System (HEMS): Coupled Flexible Load Management in Homes

Yilin Jiang, Li Song, Janet K. Allen, Farrokh Mistree
Proc. ASME. IDETC-CIE2021, Volume 5: 26th Design for Manufacturing and the Life Cycle Conference (DFMLC), V005T05A016, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-71680
https://doi.org/10.1115/DETC2021-71680
View Paper titled, Home Energy Management System (HEMS): Coupled Flexible Load Management in Homes
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Topics: Energy management systems, Stress, Water
Proceedings Papers

Impact of Asset Management in a Green Supply Chain

Sara Hajihashemi, Reza Alizadeh, Janet K. Allen, Farrokh Mistree
Proc. ASME. IDETC-CIE2021, Volume 3B: 47th Design Automation Conference (DAC), V03BT03A045, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-70826
https://doi.org/10.1115/DETC2021-70826
View Paper titled, Impact of Asset Management in a Green Supply Chain
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Topics: Design, Supply chains
Proceedings Papers

Integrating User Preference Into Improved Home Appliance Scheduling

Jacob Starks, Li Song, Janet K. Allen, Farrokh Mistree
Proc. ASME. IDETC-CIE2021, Volume 3B: 47th Design Automation Conference (DAC), V03BT03A048, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-70244
https://doi.org/10.1115/DETC2021-70244
View Paper titled, Integrating User Preference Into Improved Home Appliance Scheduling
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Topics: Preferences
Proceedings Papers

A Computational Framework for Social Entrepreneurs to Determine Policies for Sustainable Development

Vispi Karkaria, Ashok K. Das, Abhishek Yadav, Ayushi Sharma, Janet K. Allen, Farrokh Mistree
Proc. ASME. IDETC-CIE2021, Volume 3B: 47th Design Automation Conference (DAC), V03BT03A019, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-70827
https://doi.org/10.1115/DETC2021-70827
View Paper titled, A Computational Framework for Social Entrepreneurs to Determine Policies for Sustainable Development
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Topics: Economics , Entrepreneurs, Sustainable development, System dynamics
Journal Articles

Design Engineering in the Age of Industry 4.0

Roger Jiao, Sesh Commuri, Jitesh Panchal, Jelena Milisavljevic-Syed, Janet K. Allen, Farrokh Mistree, Dirk Schaefer
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Review Articles
J. Mech. Des. July 2021, 143(7): 070801.
Paper No: MD-21-1199
https://doi.org/10.1115/1.4051041
Published Online: June 4, 2021
View Article titled, Design Engineering in the Age of Industry 4.0
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Topics: Design, Design engineering, Manufacturing