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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

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

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

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

A Design Framework for Evolving Cyber-Physical-Social System (CPSS) Based on Force Field

Ziqing Zhou, Yanwei Sun, Chun Ouyang, Zhongxue Gan, Zhenjun Ming
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A009, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-89892
https://doi.org/10.1115/DETC2022-89892
View Paper titled, A Design Framework for Evolving Cyber-Physical-Social System (CPSS) Based on Force Field
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Topics: Design, Self-organization, Control algorithms, Emergency management, Finishes, Performance evaluation, Robots, Robustness
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

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

Quantification of Students’ Learning Through Reflection on Doing Based on Text Similarity

Shan Peng, Zhenjun Ming, Janet K. Allen, Zahed Siddique, Farrokh Mistree
Proc. ASME. IDETC-CIE2020, Volume 3: 17th International Conference on Design Education (DEC), V003T03A009, August 17–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DETC2020-22267
https://doi.org/10.1115/DETC2020-22267
View Paper titled, Quantification of Students’ Learning Through Reflection on Doing Based on Text Similarity
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Topics: Reflection, Students, Text analytics, Engineering design, Aerospace industry, Design, Electromechanical devices, Instrumentation, Mechanical engineering, Performance
Proceedings Papers

Ontology-Based Unified Representation of Dynamic Simulation Models in Engineering Design

Jun Yu, Zhenjun Ming, Guoxin Wang, Yan Yan, Xiaoping Lan
Proc. ASME. IDETC-CIE2018, Volume 2A: 44th Design Automation Conference, V02AT03A022, August 26–29, 2018
Publisher: American Society of Mechanical Engineers
Paper No: DETC2018-85536
https://doi.org/10.1115/DETC2018-85536
View Paper titled, Ontology-Based Unified Representation of Dynamic Simulation Models in Engineering Design
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Topics: Engineering design, Ontologies, Simulation models, Design, Simulation, Design automation, Errors, Semantics
Journal Articles

Ontology-Based Representation of Meta-Design in Designing Decision Workflows

Ru Wang, Guoxin Wang, Yan Yan, Maryam Sabeghi, Zhenjun Ming, Janet K. Allen, Farrokh Mistree
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research-Article
J. Comput. Inf. Sci. Eng. March 2019, 19(1): 011003.
Paper No: JCISE-17-1134
https://doi.org/10.1115/1.4041474
Published Online: October 26, 2018
View Article titled, Ontology-Based Representation of Meta-Design in Designing Decision Workflows
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Topics: Design, Heat exchangers, Ontologies, Shells
Journal Articles

PDSIDES—A Knowledge-Based Platform for Decision Support in the Design of Engineering Systems

Zhenjun Ming, Anand Balu Nellippallil, Yan Yan, Guoxin Wang, Chung Hyun Goh, Janet K. Allen, Farrokh Mistree
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research-Article
J. Comput. Inf. Sci. Eng. December 2018, 18(4): 041001.
Paper No: JCISE-17-1114
https://doi.org/10.1115/1.4040461
Published Online: July 3, 2018
View Article titled, PDSIDES—A Knowledge-Based Platform for Decision Support in the Design of Engineering Systems
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Topics: Design, Engineering systems and industry applications, Ontologies
Journal Articles

Ontology-Based Representation of Design Decision Hierarchies

Zhenjun Ming, Guoxin Wang, Yan Yan, Jitesh H. Panchal, Chung Hyun Goh, Janet K. Allen, Farrokh Mistree
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research-Article
J. Comput. Inf. Sci. Eng. March 2018, 18(1): 011001.
Paper No: JCISE-16-2042
https://doi.org/10.1115/1.4037934
Published Online: November 13, 2017
View Article titled, Ontology-Based Representation of Design Decision Hierarchies
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Topics: Design, Ontologies, Modeling, Flow (Dynamics)
Proceedings Papers

PDSIDES: A Knowledge-Based Platform for Decision Support in the Design of Engineering Systems

Zhenjun Ming, Anand Balu Nellippallil, Yan Yan, Guoxin Wang, Chung Hyun Goh, Janet K. Allen, Farrokh Mistree
Proc. ASME. IDETC-CIE2017, Volume 1: 37th Computers and Information in Engineering Conference, V001T02A055, August 6–9, 2017
Publisher: American Society of Mechanical Engineers
Paper No: DETC2017-67562
https://doi.org/10.1115/DETC2017-67562
View Paper titled, PDSIDES: A Knowledge-Based Platform for Decision Support in the Design of Engineering Systems
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Topics: Design, Engineering systems and industry applications, Modeling, Ontologies, Workflow
Proceedings Papers

Ontology-Based Representation of Meta-Design in Designing Decision Workflows

Ru Wang, Guoxin Wang, Yan Yan, Maryam Sabeghi, Zhenjun Ming, Janet K. Allen, Farrokh Mistree
Proc. ASME. IDETC-CIE2017, Volume 1: 37th Computers and Information in Engineering Conference, V001T02A056, August 6–9, 2017
Publisher: American Society of Mechanical Engineers
Paper No: DETC2017-67817
https://doi.org/10.1115/DETC2017-67817
View Paper titled, Ontology-Based Representation of Meta-Design in Designing Decision Workflows
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Topics: Design, Ontologies, Workflow, Engineering design processes, Decision making, Heat exchangers, Thermal systems, Uncertainty
Journal Articles

An Ontology for Reusable and Executable Decision Templates

Zhenjun Ming, Guoxin Wang, Yan Yan, Joseph Dal Santo, Janet K. Allen, Farrokh Mistree
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research-Article
J. Comput. Inf. Sci. Eng. September 2017, 17(3): 031008.
Paper No: JCISE-16-1985
https://doi.org/10.1115/1.4034436
Published Online: February 16, 2017
View Article titled, An Ontology for Reusable and Executable Decision Templates
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Topics: Modeling, Ontologies, Decision making
Proceedings Papers

Integrated Computational Approach for Heat Exchangers Design

Chung-Hyun Goh, Nelson Fumo, Zhenjun Ming
Proc. ASME. IMECE2016, Volume 8: Heat Transfer and Thermal Engineering, V008T10A049, November 11–17, 2016
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2016-65653
https://doi.org/10.1115/IMECE2016-65653
View Paper titled, Integrated Computational Approach for Heat Exchangers Design
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Topics: Design, Heat exchangers, Computational fluid dynamics, Energy conservation, Heat transfer, Modeling, Pipes, Pumps, Simulation results, Space
Proceedings Papers

Ontology-Based Representation of Design Decision Hierarchies

Zhenjun Ming, Yan Yan, Guoxin Wang, Jitesh H. Panchal, Chung Hyun Goh, Janet K. Allen, Farrokh Mistree
Proc. ASME. IDETC-CIE2016, Volume 1B: 36th Computers and Information in Engineering Conference, V01BT02A027, August 21–24, 2016
Publisher: American Society of Mechanical Engineers
Paper No: DETC2016-59405
https://doi.org/10.1115/DETC2016-59405
View Paper titled, Ontology-Based Representation of Design Decision Hierarchies
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Topics: Design, Ontologies, Blocks (Building materials), Engineering design, Flow (Dynamics), Gates (Closures), Modeling
Proceedings Papers

Ontology-Based Executable Design Decision Template Representation and Reuse

Zhenjun Ming, Yan Yan, Guoxin Wang, Jitesh Panchal, Chung Hyun Goh, Janet K. Allen, Farrokh Mistree
Proc. ASME. IDETC-CIE2015, Volume 1B: 35th Computers and Information in Engineering Conference, V01BT02A031, August 2–5, 2015
Publisher: American Society of Mechanical Engineers
Paper No: DETC2015-46272
https://doi.org/10.1115/DETC2015-46272
View Paper titled, Ontology-Based Executable Design Decision Template Representation and Reuse
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Topics: Design, Ontologies, Computers, Decision making, Modeling, Pressure vessels