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Proceedings Papers

A Design Method for a Self-Organizing Closed-Loop Control System Based on Stigmergy and Bi-Level Planning

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Jinhui Cao, Zhenjun Ming, Janet K. Allen, Farrokh Mistree
Proc. ASME. IDETC-CIE2024, Volume 3B: 50th Design Automation Conference (DAC), V03BT03A045, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143582
https://doi.org/10.1115/DETC2024-143582
View Paper titled, A Design Method for a Self-Organizing Closed-Loop Control System Based on Stigmergy and Bi-Level Planning
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Topics: Control systems, Design methodology, Self-organization
Proceedings Papers

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

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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

Knowledge Transfer in Self-Organizing Systems and Impact of Social Ability

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Bingling Huang, Yan Jin
Proc. ASME. IDETC-CIE2023, Volume 3B: 49th Design Automation Conference (DAC), V03BT03A004, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116392
https://doi.org/10.1115/DETC2023-116392
View Paper titled, Knowledge Transfer in Self-Organizing Systems and Impact of Social Ability
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Topics: Knowledge transfer, Reinforcement learning, Self-organization
Proceedings Papers

On How a Self-Organizing System Produces Collective Behavior

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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
Proceedings Papers

Data Driven Integrated Design Space Exploration Using iSOM

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Rashmi Rama Sushil, Mathew Baby, Gehendra Sharma, Anand Balu Nellippallil, Palaniappan Ramu
Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A014, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-89895
https://doi.org/10.1115/DETC2022-89895
View Paper titled, Data Driven Integrated Design Space Exploration Using iSOM
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Topics: Design, Chain, Preferences, Steel, Wounds, Accounting, Complex systems, Cooling, Crashworthiness, Hot rolling
Proceedings Papers

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

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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
Proceedings Papers

A Self-Organizing Fuzzy Controller Using Neural Networks

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Wei Li, Zuowei Wu
Proc. ASME. CIE94, ASME 1994 International Computers in Engineering Conference and Exhibition, 807-812, September 11–14, 1994
Publisher: American Society of Mechanical Engineers
Paper No: CIE1994-0475
https://doi.org/10.1115/CIE1994-0475
View Paper titled, A Self-Organizing Fuzzy Controller Using Neural Networks
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Topics: Artificial neural networks, Control equipment, Self-organization, Fuzzy logic, Errors, Feedback, Simulation results, Splines, Tracking control, Transients (Dynamics)
Proceedings Papers

A New Approach to Machinery Monitoring and Diagnostics Using Self-Organizing Maps

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Siyu Zhang, R. Ganesan, T. S. Sankar
Proc. ASME. DETC95, Volume 3B: 15th Biennial Conference on Mechanical Vibration and Noise — Acoustics, Vibrations, and Rotating Machines, 1335-1341, September 17–20, 1995
Publisher: American Society of Mechanical Engineers
Paper No: DETC1995-0533
https://doi.org/10.1115/DETC1995-0533
View Paper titled, A New Approach to Machinery Monitoring and Diagnostics Using Self-Organizing Maps
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Topics: Machinery, Self-organization, Trend analysis, Algorithms, Artificial neural networks, Service life (Equipment), Vibration, Bearings, Condition monitoring, Mechanical drives
Proceedings Papers

Self-Organizing Neural Networks for Automated Machinery Monitoring Systems

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Siyu Zhang, R. Ganesan, T. S. Sankar
Proc. ASME. CIE95, ASME 1995 15th International Computers in Engineering Conference and the ASME 1995 9th Annual Engineering Database Symposium, 1001-1009, September 17–20, 1995
Publisher: American Society of Mechanical Engineers
Paper No: CIE1995-0831
https://doi.org/10.1115/CIE1995-0831
View Paper titled, Self-Organizing Neural Networks for Automated Machinery Monitoring Systems
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Topics: Artificial neural networks, Machinery, Monitoring systems, Self-organization, Algorithms, Trend analysis, Bearings, Condition monitoring, Feature extraction, Rotors
Proceedings Papers

A Study on Computer Aided Bionic Design System Based on Self-Organization of Modelons

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Yizhong Wu, Renbin Xiao, Yifang Zhong, Hanmin Shi
Proc. ASME. IDETC-CIE2000, Volume 2: 26th Design Automation Conference, 75-81, September 10–13, 2000
Publisher: American Society of Mechanical Engineers
Paper No: DETC2000/DAC-14521
https://doi.org/10.1115/DETC2000/DAC-14521
View Paper titled, A Study on Computer Aided Bionic Design System Based on Self-Organization of Modelons
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Topics: Bionics, Computer-aided engineering, Design, Self-organization, Conceptual design, Structural design, Computer-aided design, Engineering prototypes, Product design
Proceedings Papers

Designing Self-Organizing Systems With Deep Multi-Agent Reinforcement Learning

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Hao Ji, Yan Jin
Proc. ASME. IDETC-CIE2019, Volume 7: 31st International Conference on Design Theory and Methodology, V007T06A019, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-98268
https://doi.org/10.1115/DETC2019-98268
View Paper titled, Designing Self-Organizing Systems With Deep Multi-Agent Reinforcement Learning
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Topics: Design, Self-organization
Proceedings Papers

Determining the Number of Distinct Solutions in Planar Mechanism Design

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Lawrence Funke, Jonathan Raney, Cyler Caldwell
Proc. ASME. IDETC-CIE2019, Volume 5A: 43rd Mechanisms and Robotics Conference, V05AT07A023, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-97360
https://doi.org/10.1115/DETC2019-97360
View Paper titled, Determining the Number of Distinct Solutions in Planar Mechanism Design
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Topics: Design, Modal assurance criterion, Artificial neural networks, Self-organization
Proceedings Papers

Modeling Trust in Self-Organizing Systems With Heterogeneity

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Hao Ji, Yan Jin
Proc. ASME. IDETC-CIE2018, Volume 7: 30th International Conference on Design Theory and Methodology, V007T06A023, August 26–29, 2018
Publisher: American Society of Mechanical Engineers
Paper No: DETC2018-86006
https://doi.org/10.1115/DETC2018-86006
View Paper titled, Modeling Trust in Self-Organizing Systems With Heterogeneity
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Topics: Modeling, Self-organization, Design, Trust models, Noise (Sound), Simulation results, Statistical distributions, System efficiency
Proceedings Papers

Design of an Agent-Based Technique for Controlling Interconnected Distributed Energy Resource Transactions

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Samantha Janko, Nathan G. Johnson
Proc. ASME. IDETC-CIE2017, Volume 2A: 43rd Design Automation Conference, V02AT03A027, August 6–9, 2017
Publisher: American Society of Mechanical Engineers
Paper No: DETC2017-68346
https://doi.org/10.1115/DETC2017-68346
View Paper titled, Design of an Agent-Based Technique for Controlling Interconnected Distributed Energy Resource Transactions
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Topics: Design, Distributed power generation, Microgrids, Optimization, Control algorithms, Public utilities, Renewable energy, Renewable energy sources, Self-organization
Proceedings Papers

Order Beyond Chaos: Introducing the Notion of Generation to Characterize the Continuously Evolving Implementations of Cyber-Physical Systems

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Imre Horváth, Zoltán Rusák, Yongzhe Li
Proc. ASME. IDETC-CIE2017, Volume 1: 37th Computers and Information in Engineering Conference, V001T02A015, August 6–9, 2017
Publisher: American Society of Mechanical Engineers
Paper No: DETC2017-67082
https://doi.org/10.1115/DETC2017-67082
View Paper titled, Order Beyond Chaos: Introducing the Notion of Generation to Characterize the Continuously Evolving Implementations of Cyber-Physical Systems
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Topics: Chaos, Cyber-physical systems, Industrial research, Self-organization, Underpinning
Proceedings Papers

Adaptability Tradeoffs in the Design of Self-Organizing Systems

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James Humann, Newsha Khani, Yan Jin
Proc. ASME. IDETC-CIE2016, Volume 7: 28th International Conference on Design Theory and Methodology, V007T06A016, August 21–24, 2016
Publisher: American Society of Mechanical Engineers
Paper No: DETC2016-60053
https://doi.org/10.1115/DETC2016-60053
View Paper titled, Adaptability Tradeoffs in the Design of Self-Organizing Systems
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Topics: Design, Self-organization, Tradeoffs, Complex systems, Failure, Genetic algorithms, Reliability
Proceedings Papers

Evolutionary Design of Cellular Self-Organizing Systems

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James Humann, Yan Jin
Proc. ASME. IDETC-CIE2013, Volume 3A: 39th Design Automation Conference, V03AT03A046, August 4–7, 2013
Publisher: American Society of Mechanical Engineers
Paper No: DETC2013-12485
https://doi.org/10.1115/DETC2013-12485
View Paper titled, Evolutionary Design of Cellular Self-Organizing Systems
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Topics: Design, Self-organization, Control equipment, Genetic algorithms, Simulation
Proceedings Papers

PSS Business Case Map: Supporting Idea Generation in PSS Design

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Fumiya Akasaka, Kazuki Fujita, Yoshiki Shimomura
Proc. ASME. IDETC-CIE2012, Volume 3: 38th Design Automation Conference, Parts A and B, 1023-1032, August 12–15, 2012
Publisher: American Society of Mechanical Engineers
Paper No: DETC2012-70692
https://doi.org/10.1115/DETC2012-70692
View Paper titled, PSS Business Case Map: Supporting Idea Generation in PSS Design
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Topics: Design, Artificial neural networks, Self-organization, Visualization
Proceedings Papers

Design of Cellular Self-Organizing Systems

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Winston Chiang, Yan Jin
Proc. ASME. IDETC-CIE2012, Volume 3: 38th Design Automation Conference, Parts A and B, 511-521, August 12–15, 2012
Publisher: American Society of Mechanical Engineers
Paper No: DETC2012-71216
https://doi.org/10.1115/DETC2012-71216
View Paper titled, Design of Cellular Self-Organizing Systems
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Topics: Design, Self-organization, Uncertainty, Complex systems, Engineering design, Engineers, Hazardous wastes, Natural phenomena, Oceans, Outer space
Proceedings Papers

Visually Exploring a Design Space Through the Use of Multiple Contextual Self-Organizing Maps

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Trevor Richardson, Eliot Winer
Proc. ASME. IDETC-CIE2011, Volume 5: 37th Design Automation Conference, Parts A and B, 857-866, August 28–31, 2011
Publisher: American Society of Mechanical Engineers
Paper No: DETC2011-47944
https://doi.org/10.1115/DETC2011-47944
View Paper titled, Visually Exploring a Design Space Through the Use of Multiple Contextual Self-Organizing Maps
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Topics: Design, Self-organization, Optimization, Space, Visualization