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Proceedings Papers

Theorizing a 100% Wind Scenario for Powering the US Eastern Interconnect: Feasibility, System Design, and Lessons For a Higher-Wind-Penetration Future

Michael Feltis, Rebecca Wolf, William Newberry, Megan Jenney, Aloysius Udenweze, Bryony DuPont
Proc. ASME. IOWTC2022, ASME 2022 4th International Offshore Wind Technical Conference, V001T01A007, December 7–8, 2022
Paper No: IOWTC2022-98777
DOI: https://doi.org/10.1115/IOWTC2022-98777
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Topics: Design, Ocean engineering, Storage, Wind, Electronics, Turbines, Ceilings, Composite materials, Energy generation, Energy industry
Proceedings Papers

Increasing Efficiency and Power Density of Floating Offshore Wind Platforms: Assessing the Viability of Gyroscopic Stabilization and Wave Energy Converters

Talia Toland, Gabriel Emunah, Bryony DuPont
Proc. ASME. IOWTC2022, ASME 2022 4th International Offshore Wind Technical Conference, V001T01A018, December 7–8, 2022
Paper No: IOWTC2022-98775
DOI: https://doi.org/10.1115/IOWTC2022-98775
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Topics: Ocean engineering, Power density, Wave energy converters, Wind, Design, Floating wind turbines, Maintenance, Turbines, Cities, Economics
Journal Articles

Uncovering Human Errors Associated With System-User Interactions Using Functional Modeling

Nicolás F. Soria Zurita, Melissa Anne Tensa, Vincenzo Ferrero, Robert B. Stone, Bryony DuPont, H. Onan Demirel, Irem Y. Tumer
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. August 2022, 144(8): 081401.
Paper No: MD-21-1197
DOI: https://doi.org/10.1115/1.4054241
Published Online: April 29, 2022
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Topics: Algorithms, Design, Errors, Flow (Dynamics)
Proceedings Papers

A Probabilistic Approach for Estimating the Environmental Impact of Novel Product Concepts

Vincenzo Ferrero, Chris Hoyle, Bryony DuPont
Proc. ASME. IDETC-CIE2021, Volume 3B: 47th Design Automation Conference (DAC), V03BT03A046, August 17–19, 2021
Paper No: DETC2021-70990
DOI: https://doi.org/10.1115/DETC2021-70990
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Topics: Climate change, Density, Design, Design methodology, Green design, Life cycle assessment, Probability, Product design, Sustainability
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
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021406.
Paper No: MD-21-1111
DOI: https://doi.org/10.1115/1.4052720
Published Online: November 9, 2021
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Topics: Artificial neural networks, Design, Flow (Dynamics), Manufacturing, Product design
Journal Articles

Exploring the Effectiveness of Providing Structured Design-for-the-Environment Strategies During Conceptual Design

Donovan Ross, Vincenzo Ferrero, Bryony DuPont
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. March 2022, 144(3): 032001.
Paper No: MD-20-1621
DOI: https://doi.org/10.1115/1.4052513
Published Online: October 21, 2021
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Topics: Design, Green design, Sustainability, Conceptual design
Proceedings Papers

A Weighted Confidence Metric to Improve Automated Functional Modeling

Katherine Edmonds, Alex Mikes, Bryony DuPont, Robert B. Stone
Proc. ASME. IDETC-CIE2020, Volume 11A: 46th Design Automation Conference (DAC), V11AT11A017, August 17–19, 2020
Paper No: DETC2020-22495
DOI: https://doi.org/10.1115/DETC2020-22495
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Topics: Modeling, Chain, Design, Flow (Dynamics), Algorithms, Reliability
Proceedings Papers

Using Decision Trees Supported by Data Mining to Improve Function-Based Design

Vincenzo J. Ferrero, Naser Alqseer, Melissa Tensa, Bryony DuPont
Proc. ASME. IDETC-CIE2020, Volume 11A: 46th Design Automation Conference (DAC), V11AT11A018, August 17–19, 2020
Paper No: DETC2020-22498
DOI: https://doi.org/10.1115/DETC2020-22498
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Topics: Data mining, Design, Algorithms, Modeling
Proceedings Papers

Optimizing an Algorithm for Data Mining a Design Repository to Automate Functional Modeling

Alex Mikes, Katherine Edmonds, Robert B. Stone, Bryony DuPont
Proc. ASME. IDETC-CIE2020, Volume 11A: 46th Design Automation Conference (DAC), V11AT11A014, August 17–19, 2020
Paper No: DETC2020-22346
DOI: https://doi.org/10.1115/DETC2020-22346
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Topics: Algorithms, Data mining, Design, Modeling, Flow (Dynamics)
Proceedings Papers

An Association Rule Approach for Identifying Physical System-User Interactions and Potential Human Errors Using a Design Repository

Nicolás F. Soria Zurita, Melissa Anne Tensa, Vincenzo Ferrero, Robert B. Stone, Bryony DuPont, H. Onan Demirel, Irem Y. Tumer
Proc. ASME. IDETC-CIE2019, Volume 7: 31st International Conference on Design Theory and Methodology, V007T06A003, August 18–21, 2019
Paper No: DETC2019-98424
DOI: https://doi.org/10.1115/DETC2019-98424
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Topics: Design, Errors, Flow (Dynamics), Data mining, Engineering prototypes, Failure mechanisms, Design engineering, Design methodology, Human factors, Safety
Proceedings Papers

Exploring the Effectiveness of Providing Structured DfE Design Strategies During Conceptual Design

Donovan Ross, Vincenzo Ferrero, Bryony DuPont
Proc. ASME. IDETC-CIE2019, Volume 7: 31st International Conference on Design Theory and Methodology, V007T06A051, August 18–21, 2019
Paper No: DETC2019-98286
DOI: https://doi.org/10.1115/DETC2019-98286
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Topics: Conceptual design, Design, Design for Manufacturing, Engineering design, Green design, Design methodology, Manufacturing, Product design, Safety
Proceedings Papers

Comparing Machine Learning Regression Techniques for Transmission-Related Storm Outages

Caitlyn E. Clark, Bryony DuPont
Proc. ASME. IDETC-CIE2018, Volume 2A: 44th Design Automation Conference, V02AT03A024, August 26–29, 2018
Paper No: DETC2018-85127
DOI: https://doi.org/10.1115/DETC2018-85127
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Topics: Machine learning, Storms, Polynomials, Cost benefit analysis, Probability, Risk, Shorelines, Support vector machines
Proceedings Papers

Assessing the Impact of Product Use Variation on Environmental Sustainability

Melissa Tensa, Vincenzo Ferrero, Donovan Ross, Bryony DuPont
Proc. ASME. IDETC-CIE2018, Volume 4: 23rd Design for Manufacturing and the Life Cycle Conference; 12th International Conference on Micro- and Nanosystems, V004T05A031, August 26–29, 2018
Paper No: DETC2018-85694
DOI: https://doi.org/10.1115/DETC2018-85694
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Topics: Sustainability, Uncertainty, Cycles, Decision making, Engineering design processes, Life cycle assessment, Uncertainty quantification
Proceedings Papers

Understanding the Sustainability of Eco-Labeled Products When Compared to Conventional Alternatives

Vincenzo J. Ferrero, Arvind Shankar Raman, Bryony DuPont, Karl R. Haapala
Proc. ASME. IDETC-CIE2017, Volume 4: 22nd Design for Manufacturing and the Life Cycle Conference; 11th International Conference on Micro- and Nanosystems, V004T05A045, August 6–9, 2017
Paper No: DETC2017-68339
DOI: https://doi.org/10.1115/DETC2017-68339
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Topics: Sustainability, Manufacturing, Product design
Proceedings Papers

An Extended Pattern Search Method for Offshore Floating Wind Layout and Turbine Geometry Optimization

Caitlin Forinash, Bryony DuPont
Proc. ASME. IDETC-CIE2016, Volume 2A: 42nd Design Automation Conference, V02AT03A025, August 21–24, 2016
Paper No: DETC2016-60151
DOI: https://doi.org/10.1115/DETC2016-60151
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Topics: Geometry, Ocean engineering, Optimization, Turbines, Wind, Wind farms, Energy generation, Rotors, Wakes, Wind velocity
Proceedings Papers

Quantifying the Impact of Sustainable Product Design Decisions in the Early Design Phase Through Machine Learning

Addison Wisthoff, Vincenzo Ferrero, Tony Huynh, Bryony DuPont
Proc. ASME. IDETC-CIE2016, Volume 4: 21st Design for Manufacturing and the Life Cycle Conference; 10th International Conference on Micro- and Nanosystems, V004T05A043, August 21–24, 2016
Paper No: DETC2016-59586
DOI: https://doi.org/10.1115/DETC2016-59586
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Topics: Design, Machine learning, Product design, Sustainability, Green design, Life cycle assessment, Artificial neural networks, Multilayer perceptron
Proceedings Papers

A Multi-Objective Real-Coded Genetic Algorithm Method for Wave Energy Converter Array Optimization

Chris Sharp, Bryony DuPont
Proc. ASME. OMAE2016, Volume 6: Ocean Space Utilization; Ocean Renewable Energy, V006T09A027, June 19–24, 2016
Paper No: OMAE2016-54996
DOI: https://doi.org/10.1115/OMAE2016-54996
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Topics: Genetic algorithms, Optimization, Wave energy converters, Algorithms, Ocean energy, Shorelines, Waves, Energy resources, Oceans, Wave energy
Proceedings Papers

Optimization of Floating Offshore Wind Energy Systems Using an Extended Pattern Search Method

Caitlin Forinash, Bryony DuPont
Proc. ASME. OMAE2016, Volume 6: Ocean Space Utilization; Ocean Renewable Energy, V006T09A057, June 19–24, 2016
Paper No: OMAE2016-54973
DOI: https://doi.org/10.1115/OMAE2016-54973
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Topics: Ocean engineering, Optimization, Wind energy systems, Wind farms, Turbines, Wind, Energy generation, Algorithms, Maintenance, Modeling
Journal Articles

An Optimization Framework for Decision Making in Large, Collaborative Energy Supply Systems

Bryony DuPont, Ridwan Azam, Scott Proper, Eduardo Cotilla-Sanchez, Christopher Hoyle, Joseph Piacenza, Danylo Oryshchyn, Stephen E. Zitney, Stephen Bossart
Journal: Journal of Energy Resources Technology
Article Type: Research-Article
J. Energy Resour. Technol. September 2016, 138(5): 051601.
Paper No: JERT-15-1399
DOI: https://doi.org/10.1115/1.4032521
Published Online: February 22, 2016
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Topics: Optimization, Stress, Power systems (Machinery), Decision making
Proceedings Papers

Wave Energy Converter Array Optimization: A Review of Current Work and Preliminary Results of a Genetic Algorithm Approach Introducing Cost Factors

Chris Sharp, Bryony DuPont
Proc. ASME. IDETC-CIE2015, Volume 2A: 41st Design Automation Conference, V02AT03A025, August 2–5, 2015
Paper No: DETC2015-46553
DOI: https://doi.org/10.1115/DETC2015-46553
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Topics: Genetic algorithms, Optimization, Wave energy converters, Algorithms, Economics , Electric power generation, Energy resources, Ocean engineering, Optimization algorithms, Renewable energy sources