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Proc. ASME. ES2016, Volume 1: Biofuels, Hydrogen, Syngas, and Alternate Fuels; CHP and Hybrid Power and Energy Systems; Concentrating Solar Power; Energy Storage; Environmental, Economic, and Policy Considerations of Advanced Energy Systems; Geothermal, Ocean, and Emerging Energy Technologies; Photovoltaics; Posters; Solar Chemistry; Sustainable Building Energy Systems; Sustainable Infrastructure and Transportation; Thermodynamic Analysis of Energy Systems; Wind Energy Systems and Technologies, V001T14A004, June 26–30, 2016

Paper No: ES2016-59594

DOI: https://doi.org/10.1115/ES2016-59594

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Topics: Wind farms, Wind turbines, Turbines, Optimization, Computer programming, Computer-aided design, Computers, Design, Sustainability, Tradeoffs

Proceedings Papers

Predicting Phonon Thermal Transport in Two-Dimensional Graphene-Boron Nitride Superlattices at the Short-Period Limit

Carlos da Silva, Fernan Saiz, David A. Romero, Cristina H. Amon

Proc. ASME. IMECE2015, Volume 8A: Heat Transfer and Thermal Engineering, V08AT10A002, November 13–19, 2015

Paper No: IMECE2015-50675

DOI: https://doi.org/10.1115/IMECE2015-50675

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Topics: Boron, Graphene, Phonons, Superlattices, Relaxation (Physics), Approximation, Density functional theory, Lattice dynamics, Manufacturing, Molecular dynamics

Proceedings Papers

Constrained Multi-Objective Wind Farm Layout Optimization: Introducing a Novel Constraint Handling Approach Based on Constraint Programming

Sami Yamani Douzi Sorkhabi, David A. Romero, J. Christopher Beck, Cristina H. Amon

Proc. ASME. IDETC-CIE2015, Volume 2A: 41st Design Automation Conference, V02AT03A031, August 2–5, 2015

Paper No: DETC2015-47535

DOI: https://doi.org/10.1115/DETC2015-47535

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Topics: Computer programming, Optimization, Wind farms, Algorithms, Noise (Sound), Turbines, Genetic algorithms

Proceedings Papers

Wind Farm Layout Optimization in Complex Terrains Using Computational Fluid Dynamics

Jim Y. J. Kuo, I. Amy Wong, David A. Romero, J. Christopher Beck, Cristina H. Amon

Proc. ASME. IDETC-CIE2015, Volume 2A: 41st Design Automation Conference, V02AT03A032, August 2–5, 2015

Paper No: DETC2015-47651

DOI: https://doi.org/10.1115/DETC2015-47651

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Topics: Computational fluid dynamics, Optimization, Wind farms, Wakes, Algorithms, Engineering simulation, Simulation, Design, Energy generation, Turbines

Proceedings Papers

Multi-Objective Energy-Noise Wind Farm Layout Optimization Under Land Use Constraints

Sami Yamani Douzi Sorkhabi, David A. Romero, Gary Kai Yan, Michelle Dao Gu, Joaquin Moran, Michael Morgenroth, Cristina H. Amon

Proc. ASME. IMECE2014, Volume 6B: Energy, V06BT07A067, November 14–20, 2014

Paper No: IMECE2014-37063

DOI: https://doi.org/10.1115/IMECE2014-37063

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Topics: Noise (Sound), Optimization, Wind farms, Turbines, Energy generation, Genetic algorithms, Lakes, Rivers, Roads, Tradeoffs

Proceedings Papers

A Novel Wake Interaction Model for Wind Farm Layout Optimization

Jim Y. J. Kuo, David A. Romero, Cristina H. Amon

Proc. ASME. IMECE2014, Volume 6B: Energy, V06BT07A074, November 14–20, 2014

Paper No: IMECE2014-39073

DOI: https://doi.org/10.1115/IMECE2014-39073

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Topics: Optimization, Wakes, Wind farms, Turbines, Computer programming, Energy budget (Physics), Energy generation, Wind turbines

Proceedings Papers

A Multilevel Optimization Method for the Design and Operation of Stand-Alone Hybrid Renewable Energy Systems for Multiple Remote Communities

Francisco J. Contreras, David A. Romero, Cristina H. Amon

Proc. ASME. IMECE2014, Volume 6A: Energy, V06AT07A022, November 14–20, 2014

Paper No: IMECE2014-38973

DOI: https://doi.org/10.1115/IMECE2014-38973

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Topics: Design, Optimization, Renewable energy, Diesel, Algorithms, Databases, Meteorology, Wind

Proceedings Papers

Predicting Phonon Transport in Two-Dimensional Boron Nitride-Graphene Superlattices

Carlos da Silva, Julia Sborz, David A. Romero, Cristina H. Amon

Proc. ASME. IMECE2014, Volume 8A: Heat Transfer and Thermal Engineering, V08AT10A004, November 14–20, 2014

Paper No: IMECE2014-37326

DOI: https://doi.org/10.1115/IMECE2014-37326

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Topics: Boron, Graphene, Phonons, Superlattices, Nanostructures , Atoms, Density, Engineering design, Modeling, Nanoelectronics

Journal Articles

Error Metrics and the Sequential Refinement of Kriging Metamodels

David A. Romero, Veronica E. Marin, Cristina H. Amon

J. Mech. Des. January 2015, 137(1): 011402.

Paper No: MD-13-1166

DOI: https://doi.org/10.1115/1.4028883

Published Online: January 1, 2015

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Topics: Errors

Journal Articles

Value-Based Global Optimization

Roxanne A. Moore, David A. Romero, Christiaan J. J. Paredis

J. Mech. Des. April 2014, 136(4): 041003.

Paper No: MD-12-1326

DOI: https://doi.org/10.1115/1.4026281

Published Online: January 31, 2014

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Topics: Algorithms, Design, Modeling, Optimization, Simulation, Performance, Errors

Proceedings Papers

A Hierarchical Framework for Thermal Modelling of Electronic Devices: From Atoms to Chips

David A. Romero, Elham Pakseresht, Daniel Sellan, Aydin Nabovati, Cristina Amon

Proc. ASME. InterPACK2013, Volume 2: Thermal Management; Data Centers and Energy Efficient Electronic Systems, V002T08A043, July 16–18, 2013

Paper No: IPACK2013-73202

DOI: https://doi.org/10.1115/IPACK2013-73202

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Topics: Atoms, Modeling, Engineering simulation, Simulation, Thermal conductivity, Phonons, Physics, Silicon, Gates (Closures), Lattice Boltzmann methods

Journal Articles

Multiresponse Metamodeling in Simulation-Based Design Applications

David A. Romero, Cristina H. Amon, Susan Finger

J. Mech. Des. September 2012, 134(9): 091001.

DOI: https://doi.org/10.1115/1.4006996

Published Online: August 6, 2012

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Topics: Design, Errors, Modeling, Simulation, Optimization, Computers

Proceedings Papers

A Rational Design Approach to Gaussian Process Modeling for Variable Fidelity Models

Roxanne A. Moore, David A. Romero, Christiaan J. J. Paredis

Proc. ASME. IDETC-CIE2011, Volume 5: 37th Design Automation Conference, Parts A and B, 727-740, August 28–31, 2011

Paper No: DETC2011-48227

DOI: https://doi.org/10.1115/DETC2011-48227

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Topics: Design, Modeling, Optimization, Approximation, Computers, Decision making, Engineering simulation, Errors, Response surface methodology, Simulation

Proceedings Papers

Improving Multi-Response Metamodels With Upper/Lower Bound Information Using Multi-Stage, Non-Stationary Covariance Functions

David A. Romero, Cristina H. Amon, Susan Finger

Proc. ASME. IDETC-CIE2010, Volume 1: 36th Design Automation Conference, Parts A and B, 611-621, August 15–18, 2010

Paper No: DETC2010-29030

DOI: https://doi.org/10.1115/DETC2010-29030

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Topics: Data acquisition, Design, Engineering design, Experimental design, Fittings, Modeling, Optimization, Simulation, Tradeoffs

Proceedings Papers

A Comparison of Metamodel-Assisted Pre-Screening Criteria for Multi-Objective Genetic Algorithms

Vero´nica E. Mari´n, Jose´ A. Rinco´n, David A. Romero

Proc. ASME. IDETC-CIE2009, Volume 5: 35th Design Automation Conference, Parts A and B, 853-862, August 30–September 2, 2009

Paper No: DETC2009-87736

DOI: https://doi.org/10.1115/DETC2009-87736

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Topics: Genetic algorithms

Proceedings Papers

A Study of Covariance Functions for Multi-Response Metamodeling for Simulation-Based Design and Optimization

David A. Romero, Cristina H. Amon, Susan Finger

Proc. ASME. IDETC-CIE2008, Volume 1: 34th Design Automation Conference, Parts A and B, 883-893, August 3–6, 2008

Paper No: DETC2008-50061

DOI: https://doi.org/10.1115/DETC2008-50061

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Topics: Design, Optimization, Simulation

Journal citation

NARROW

Analysis and Modifications of Turbulence Models for Wind Turbine Wake Simulations in Atmospheric Boundary Layers

Promoting Suitable Hemodynamic Conditions for Thrombus Formation in Abdominal Aortic Aneurysms With Multilayer Stents

Analysis and Modifications of Turbulence Models for Wind Turbine Wake Simulations in Atmospheric Boundary Layers

Understanding the Influence of Turbine Geometry and Atmospheric Turbulence on Wind Turbine Wakes

Efficient Wind Turbine Micrositing in Large-Scale Wind Farms

Predicting Phonon Thermal Transport in Two-Dimensional Graphene-Boron Nitride Superlattices at the Short-Period Limit

Constrained Multi-Objective Wind Farm Layout Optimization: Introducing a Novel Constraint Handling Approach Based on Constraint Programming

Wind Farm Layout Optimization in Complex Terrains Using Computational Fluid Dynamics

Multi-Objective Energy-Noise Wind Farm Layout Optimization Under Land Use Constraints

A Novel Wake Interaction Model for Wind Farm Layout Optimization

A Multilevel Optimization Method for the Design and Operation of Stand-Alone Hybrid Renewable Energy Systems for Multiple Remote Communities

Predicting Phonon Transport in Two-Dimensional Boron Nitride-Graphene Superlattices

Error Metrics and the Sequential Refinement of Kriging Metamodels

Value-Based Global Optimization

A Hierarchical Framework for Thermal Modelling of Electronic Devices: From Atoms to Chips

Multiresponse Metamodeling in Simulation-Based Design Applications

A Rational Design Approach to Gaussian Process Modeling for Variable Fidelity Models

Improving Multi-Response Metamodels With Upper/Lower Bound Information Using Multi-Stage, Non-Stationary Covariance Functions

A Comparison of Metamodel-Assisted Pre-Screening Criteria for Multi-Objective Genetic Algorithms

A Study of Covariance Functions for Multi-Response Metamodeling for Simulation-Based Design and Optimization

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