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Proceedings Papers

Proposal of Defining Exploration and Exploitation in Engineering Design and Evaluating the Degree of Exploration by Natural Language Processing

Masahiro Okamoto, Tamotsu Murakami
Proc. ASME. IDETC-CIE2022, Volume 6: 34th International Conference on Design Theory and Methodology (DTM), V006T06A003, August 14–17, 2022
Paper No: DETC2022-88344
https://doi.org/10.1115/DETC2022-88344
View Paper titled, Proposal of Defining Exploration and Exploitation in Engineering Design and Evaluating the Degree of Exploration by Natural Language Processing
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Topics: Conceptual design, Design, Design methodology, Engineering design, Engineering research, Evaluation methods, Natural language processing, Product design, Product development, Sustainability
Proceedings Papers

Developing Requirements for a Manufacturing Training Platform: A Three-Pronged Approach

Rahul Sharan Renu, James Righter, Jada Lytch
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A052, August 14–17, 2022
Paper No: DETC2022-89556
https://doi.org/10.1115/DETC2022-89556
View Paper titled, Developing Requirements for a Manufacturing Training Platform: A Three-Pronged Approach
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Topics: Manufacturing, Natural language processing
Proceedings Papers

Toward Generating System Architecture and Formal Functional Description in the Architecture Analysis & Design Language (AADL) With Structured Natural Language

Anshumaan Chauhan, Parth Ganeriwala, Chiradeep Sen, Siddhartha Bhattacharyya
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A077, August 14–17, 2022
Paper No: DETC2022-90002
https://doi.org/10.1115/DETC2022-90002
View Paper titled, Toward Generating System Architecture and Formal Functional Description in the Architecture Analysis & Design Language (AADL) With Structured Natural Language
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Topics: Design, System architecture, Aerospace industry, Computation, Errors, Formal methods, Modeling, Natural language processing
Proceedings Papers

Design and Research of Intelligent QA System for Flight Crew Operating Manual

Xin Tan, Jingshu Zhong, Yu Jin, Yan Liang, Yu Zheng, Ying Liu
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A068, August 14–17, 2022
Paper No: DETC2022-90768
https://doi.org/10.1115/DETC2022-90768
View Paper titled, Design and Research of Intelligent QA System for Flight Crew Operating Manual
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Topics: Design, Flight, Aviation, Natural language processing, Nonlinear programming, Pressure
Proceedings Papers

Toward Formal Qualitative Reasoning to Support Functional Decomposition

Xiaoyang Mao, Chiradeep Sen
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A046, August 14–17, 2022
Paper No: DETC2022-89940
https://doi.org/10.1115/DETC2022-89940
View Paper titled, Toward Formal Qualitative Reasoning to Support Functional Decomposition
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Topics: Algorithms, Design, Flow (Dynamics), Formal methods, Heating, Natural language processing, Physics, Systems engineering, Topology
Proceedings Papers

Natural Language Processing for Content Analysis of Communication in Collaborative Design

Sachin H. Lokesh, Ashish M. Chaudhari, Joseph Thekinen, Jitesh H. Panchal
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A063, August 14–17, 2022
Paper No: DETC2022-90895
https://doi.org/10.1115/DETC2022-90895
View Paper titled, Natural Language Processing for Content Analysis of Communication in Collaborative Design
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Topics: Design, Natural language processing, Teams, Engineering design, Intent recognition, Flow (Dynamics), Time series, Undergraduate students
Proceedings Papers

Knowledge Extraction Method to Support Domain Integrated Design Methodology

Siyuan Sun, Pavan Tejaswi Velivela, Yong Zeng, Yaoyao Fiona Zhao
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A008, August 14–17, 2022
Paper No: DETC2022-90688
https://doi.org/10.1115/DETC2022-90688
View Paper titled, Knowledge Extraction Method to Support Domain Integrated Design Methodology
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Topics: Classification, Design methodology, Natural language processing, Text analytics
Proceedings Papers

Semantic Search With Sentence-BERT for Design Information Retrieval

Hannah S. Walsh, Sequoia R. Andrade
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A066, August 14–17, 2022
Paper No: DETC2022-89557
https://doi.org/10.1115/DETC2022-89557
View Paper titled, Semantic Search With Sentence-BERT for Design Information Retrieval
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Topics: Design, Information retrieval, Semantics, NASA, Natural language processing, Knowledge management, Architecture
Proceedings Papers

A p n h -Adaptive Refinement Procedure for Numerical Optimal Control Problems

Lorenzo Bartali, Marco Gabiccini, Massimo Guiggiani
Proc. ASME. IDETC-CIE2022, Volume 9: 18th International Conference on Multibody Systems, Nonlinear Dynamics, and Control (MSNDC), V009T09A029, August 14–17, 2022
Paper No: DETC2022-89376
https://doi.org/10.1115/DETC2022-89376
View Paper titled, A p n h -Adaptive Refinement Procedure for Numerical Optimal Control Problems
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Topics: Optimal control, Natural language processing, Nonlinear programming, Polynomials, Dimensions, Errors, Finite element analysis, Risk
Proceedings Papers

Can Machine Learning Tools Support the Identification of Sustainable Design Leads From Product Reviews? Opportunities and Challenges

Michael Saidani, Harrison Kim, Bernard Yannou
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A005, August 17–19, 2021
Paper No: DETC2021-70613
https://doi.org/10.1115/DETC2021-70613
View Paper titled, Can Machine Learning Tools Support the Identification of Sustainable Design Leads From Product Reviews? Opportunities and Challenges
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Topics: Design, Green design, Machine learning, Natural language processing
Proceedings Papers

Knowledge Discovery for Early Failure Assessment of Complex Engineered Systems Using Natural Language Processing

Sequoia R. Andrade, Hannah S. Walsh
Proc. ASME. IDETC-CIE2021, Volume 2: 41st Computers and Information in Engineering Conference (CIE), V002T02A061, August 17–19, 2021
Paper No: DETC2021-70694
https://doi.org/10.1115/DETC2021-70694
View Paper titled, Knowledge Discovery for Early Failure Assessment of Complex Engineered Systems Using Natural Language Processing
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Topics: Failure, Natural language processing, Design, Databases, Failure mechanisms, Machinery, Modeling, Safety, Testing
Proceedings Papers

If a Picture is Worth 1000 Words, Is a Word Worth 1000 Features for Design Metric Estimation?

Kristen M. Edwards, Aoran Peng, Scarlett R. Miller, Faez Ahmed
Proc. ASME. IDETC-CIE2021, Volume 6: 33rd International Conference on Design Theory and Methodology (DTM), V006T06A011, August 17–19, 2021
Paper No: DETC2021-70158
https://doi.org/10.1115/DETC2021-70158
View Paper titled, If a Picture is Worth 1000 Words, Is a Word Worth 1000 Features for Design Metric Estimation?
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Topics: Design, Machine learning, Natural language processing, Nonlinear programming, Creativity, Innovation, Semantics
Proceedings Papers

Validating Perceived Sustainable Design Features Using a Novel Collage Approach

Nasreddine El-Dehaibi, Ting Liao, Erin F. MacDonald
Proc. ASME. IDETC-CIE2021, Volume 6: 33rd International Conference on Design Theory and Methodology (DTM), V006T06A001, August 17–19, 2021
Paper No: DETC2021-66708
https://doi.org/10.1115/DETC2021-66708
View Paper titled, Validating Perceived Sustainable Design Features Using a Novel Collage Approach
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Topics: Design methodology, E-commerce, Economics , Green design, Natural language processing, Sustainability
Proceedings Papers

Online Product Review Analysis to Automate the Extraction of Customer Requirements

Aashay Mokadam, Shrikrishna Shivakumar, Vimal Viswanathan, Mahima Agumbe Suresh
Proc. ASME. IDETC-CIE2021, Volume 6: 33rd International Conference on Design Theory and Methodology (DTM), V006T06A049, August 17–19, 2021
Paper No: DETC2021-71555
https://doi.org/10.1115/DETC2021-71555
View Paper titled, Online Product Review Analysis to Automate the Extraction of Customer Requirements
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Topics: Modeling, Natural language processing
Proceedings Papers

Consistent Updating of Constrained Parametric Curves in a Variational Design System

A. Vincent Huffaker, Leonid Charny
Proc. ASME. DETC97, Volume 2: 23rd Design Automation Conference, V002T29A068, September 14–17, 1997
Paper No: DETC97/DAC-3758
https://doi.org/10.1115/DETC97/DAC-3758
View Paper titled, Consistent Updating of Constrained Parametric Curves in a Variational Design System
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Topics: Design, Natural language processing, Nonlinear programming, Algorithms, Degrees of freedom, Nonlinear equations, Optimization, Shorelines
Proceedings Papers

Analyzing the Characteristics of Cognitive-Assistant-Facilitated Ideation Groups

Torsten Maier, Nicolas F. Soria Zurita, Elizabeth Starkey, Daniel Spillane, Jessica Menold, Christopher McComb
Proc. ASME. IDETC-CIE2020, Volume 8: 32nd International Conference on Design Theory and Methodology (DTM), V008T08A046, August 17–19, 2020
Paper No: DETC2020-22555
https://doi.org/10.1115/DETC2020-22555
View Paper titled, Analyzing the Characteristics of Cognitive-Assistant-Facilitated Ideation Groups
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Topics: Artificial intelligence, Buses, Computer-aided engineering, Design, Dynamics (Mechanics), Natural language processing, Railroad passenger cars, Silence
Proceedings Papers

Technology Knowledge Graph for Design Exploration: Application to Designing the Future of Flying Cars

Serhad Sarica, Binyang Song, Jianxi Luo, Kristin Wood
Proc. ASME. IDETC-CIE2019, Volume 1: 39th Computers and Information in Engineering Conference, V001T02A028, August 18–21, 2019
Paper No: DETC2019-97605
https://doi.org/10.1115/DETC2019-97605
View Paper titled, Technology Knowledge Graph for Design Exploration: Application to Designing the Future of Flying Cars
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Topics: Automobiles, Design, Patents, Innovation, Classification, Engineers, Natural language processing, Uncertainty
Proceedings Papers

Use of Machine Learning and Computational Linguistics to Understand Technical Instruction Authorship

Javier Bustos Jaimes, Taylor Powell, Lynn Hanson, Rahul S. Renu
Proc. ASME. IDETC-CIE2018, Volume 3: 20th International Conference on Advanced Vehicle Technologies; 15th International Conference on Design Education, V003T04A016, August 26–29, 2018
Paper No: DETC2018-85612
https://doi.org/10.1115/DETC2018-85612
View Paper titled, Use of Machine Learning and Computational Linguistics to Understand Technical Instruction Authorship
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Topics: Machine learning, Natural language processing, Technical writing
Proceedings Papers

Voice of the Customer Oriented New Product Synthesis Over Knowledge Graphs

Feiwei Qin, Hairui Xu, Weicheng Zhang, Lin Yuan, Ming Li, Yusheng Liu, Ying Liu, Yong Chen
Proc. ASME. IDETC-CIE2018, Volume 1A: 38th Computers and Information in Engineering Conference, V01AT02A032, August 26–29, 2018
Paper No: DETC2018-85909
https://doi.org/10.1115/DETC2018-85909
View Paper titled, Voice of the Customer Oriented New Product Synthesis Over Knowledge Graphs
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Topics: Design, Natural language processing, Product design, Sales
Proceedings Papers

Supplier Clustering Based on Unstructured Manufacturing Capability Data

Ramin Sabbagh, Farhad Ameri
Proc. ASME. IDETC-CIE2018, Volume 1B: 38th Computers and Information in Engineering Conference, V01BT02A036, August 26–29, 2018
Paper No: DETC2018-85865
https://doi.org/10.1115/DETC2018-85865
View Paper titled, Supplier Clustering Based on Unstructured Manufacturing Capability Data
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Topics: Manufacturing, Databases, Feature extraction, Machine learning, Modeling, Natural language processing