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Proceedings Papers

Machine Learning Based Control of Multi-Temperature PCM Thermal Storage Assemblies - A Comparison of On/Off Versus Fully Modulating Valve Control

Alanna Y. Cooney, Van P. Carey
Proc. ASME. HT2022, ASME 2022 Heat Transfer Summer Conference, V001T06A011, July 11–13, 2022
Paper No: HT2022-86174
DOI: https://doi.org/10.1115/HT2022-86174
View Paper titled, Machine Learning Based Control of Multi-Temperature PCM Thermal Storage Assemblies - A Comparison of On/Off Versus Fully Modulating Valve Control
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Topics: Machine learning, Temperature, Thermal energy storage, Valves, Flow (Dynamics), Manufacturing, Artificial neural networks, Optimization, Control equipment, Exergy
Proceedings Papers

Use of Genetic Algorithms to Extract Fundamental Heat Transfer Performance Parameters From Evaporative Cooler Test Data

Samuel Cabrera, Van P. Carey
Proc. ASME. HT2022, ASME 2022 Heat Transfer Summer Conference, V001T19A002, July 11–13, 2022
Paper No: HT2022-86172
DOI: https://doi.org/10.1115/HT2022-86172
View Paper titled, Use of Genetic Algorithms to Extract Fundamental Heat Transfer Performance Parameters From Evaporative Cooler Test Data
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Topics: Evaporative cooling, Genetic algorithms, Heat transfer, Flow (Dynamics), Heat exchangers, Drops, Sprays, Water, Air flow, Fins
Proceedings Papers

Parallelized DSMC Modeling of Transport Near Liquid-Vapor Interfaces in a Micro Bubble Heat Pipe

Ping Jiang, Van P. Carey
Proc. ASME. IMECE2001, Heat Transfer: Volume 3 — Fluid-Physics and Heat Transfer for Macro- and Micro-Scale Gas-Liquid and Phase-Change Flows, 1-13, November 11–16, 2001
Paper No: IMECE2001/HTD-24194
DOI: https://doi.org/10.1115/IMECE2001/HTD-24194
View Paper titled, Parallelized DSMC Modeling of Transport Near Liquid-Vapor Interfaces in a Micro Bubble Heat Pipe
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Topics: Heat pipes, Microbubbles, Modeling, Vapors, Simulation, Condensation, Boundary-value problems, Bubbles, Compressible flow, Computation
Proceedings Papers

Assessment of Surface Wettability and its Relation to Boiling Phenomena

Niro Nagai, Van P. Carey
Proc. ASME. IMECE2001, Heat Transfer: Volume 1 — Fundamentals of Heat Transfer, 307-314, November 11–16, 2001
Paper No: IMECE2001/HTD-24132
DOI: https://doi.org/10.1115/IMECE2001/HTD-24132
View Paper titled, Assessment of Surface Wettability and its Relation to Boiling Phenomena
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Topics: Boiling, Equilibrium (Physics), Bubbles, Evaporation, Film boiling, Nucleation (Physics), Potential energy, Surface energy, Temperature
Journal Articles

Genetic Algorithm and Deep Learning to Explore Parametric Trends in Nucleate Boiling Heat Transfer Data

Emma R. McClure, Van P. Carey
Journal: Journal of Heat Transfer
Article Type: Research-Article
J. Heat Transfer. December 2021, 143(12): 121602.
Paper No: HT-20-1709
DOI: https://doi.org/10.1115/1.4052435
Published Online: October 13, 2021
View Article titled, Genetic Algorithm and Deep Learning to Explore Parametric Trends in Nucleate Boiling Heat Transfer Data
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Topics: Algorithms, Genetic algorithms, Gravity (Force), Heat flux, Nucleate boiling, Machine learning, Heat transfer, Errors, Pressure, Water
Proceedings Papers

Determining Parametric Effects for Droplet Evaporation on Nanoporous Superhydrophillic Surfaces Using Machine Learning Techniques

Emma R. McClure, Van P. Carey
Proc. ASME. HT2021, ASME 2021 Heat Transfer Summer Conference, V001T11A005, June 16–18, 2021
Paper No: HT2021-63618
DOI: https://doi.org/10.1115/HT2021-63618
View Paper titled, Determining Parametric Effects for Droplet Evaporation on Nanoporous Superhydrophillic Surfaces Using Machine Learning Techniques
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Topics: Drops, Evaporation, Machine learning, Coatings, Metal surfaces, Sprays, Algorithms, Artificial neural networks, Columns (Structural), Cooling
Proceedings Papers

Use of Machine Learning Tools to Assess Surface Dryout During Nucleate and Transition Boiling on Surfaces With Different Wetting and Substrate Properties

Ursan Tchouteng Njike, Samuel Cabrera, Emma R. McClure, Van P. Carey
Proc. ASME. HT2021, ASME 2021 Heat Transfer Summer Conference, V001T11A006, June 16–18, 2021
Paper No: HT2021-64012
DOI: https://doi.org/10.1115/HT2021-64012
View Paper titled, Use of Machine Learning Tools to Assess Surface Dryout During Nucleate and Transition Boiling on Surfaces With Different Wetting and Substrate Properties
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Topics: Boiling, Machine learning, Wetting
Journal Articles

Using an Artificial Neural Network to Predict Flame Spread Across Electrical Wires

Lauren Gagnon, Van P. Carey, Carlos Fernandez-Pello
Journal: Journal of Energy Resources Technology
Article Type: Research Papers
J. Energy Resour. Technol. September 2021, 143(9): 092305.
Paper No: JERT-21-1202
DOI: https://doi.org/10.1115/1.4050816
Published Online: May 3, 2021
View Article titled, Using an Artificial Neural Network to Predict Flame Spread Across Electrical Wires
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Topics: Artificial neural networks, Electrical wires, Flames, Wire, Insulation, Oxygen, Pressure, Flow (Dynamics)
Proceedings Papers

Nanoscale and Macroscale Effects of Mineral Deposition During Water Evaporation on Nanoporous Surfaces

Emma R. McClure, Van P. Carey
Proc. ASME. HT2020, ASME 2020 Heat Transfer Summer Conference, V001T16A002, July 13–15, 2020
Paper No: HT2020-8941
DOI: https://doi.org/10.1115/HT2020-8941
View Paper titled, Nanoscale and Macroscale Effects of Mineral Deposition During Water Evaporation on Nanoporous Surfaces
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Topics: Evaporation, Minerals, Nanoscale phenomena, Water, Drops, Cooling, Heat transfer, Sprays, Copper, Durability
Proceedings Papers

Use of Genetic Algorithms and Machine Learning to Explore Parametric Trends in Nucleate Boiling Heat Transfer Data

Emma R. McClure, Van P. Carey
Proc. ASME. HT2020, ASME 2020 Heat Transfer Summer Conference, V001T16A004, July 13–15, 2020
Paper No: HT2020-9077
DOI: https://doi.org/10.1115/HT2020-9077
View Paper titled, Use of Genetic Algorithms and Machine Learning to Explore Parametric Trends in Nucleate Boiling Heat Transfer Data
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Topics: Genetic algorithms, Gravity (Force), Heat transfer, Machine learning, Nucleate boiling
Proceedings Papers

Exploration of ZnO Nanostructure Growth on Various Metal Substrates for Enhancement of Surface Wettability and Evaporation Processes

Samuel Cabrera, Van P. Carey
Proc. ASME. HT2020, ASME 2020 Heat Transfer Summer Conference, V001T16A005, July 13–15, 2020
Paper No: HT2020-9114
DOI: https://doi.org/10.1115/HT2020-9114
View Paper titled, Exploration of ZnO Nanostructure Growth on Various Metal Substrates for Enhancement of Surface Wettability and Evaporation Processes
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Topics: Evaporation, Metals, Drops, Aluminum, Copper, Pool boiling, Stainless steel, Temperature, Critical heat flux, Heat flux
Proceedings Papers

Modeling Nanobubble Interactions and Behavior Using Multiphase Lattice Boltzman Methods

Alanna Y. Cooney, Van P. Carey
Proc. ASME. HT2020, ASME 2020 Heat Transfer Summer Conference, V001T16A008, July 13–15, 2020
Paper No: HT2020-9051
DOI: https://doi.org/10.1115/HT2020-9051
View Paper titled, Modeling Nanobubble Interactions and Behavior Using Multiphase Lattice Boltzman Methods
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Topics: Modeling, Nucleate boiling, Bubbles, Lattice Boltzmann methods, Multiphase flow, Nucleation (Physics), Accounting, Collapse, Heat transfer, Microchannels
Journal Articles

Comparison of Model Predictions and Performance Test Data for a Prototype Thermal Energy Storage Module

Dre Helmns, Van P. Carey, Navin Kumar, Debjyoti Banerjee, Arun Muley, Michael Stoia
Journal: Journal of Energy Resources Technology
Article Type: Research Papers
J. Energy Resour. Technol. February 2021, 143(2): 022001.
Paper No: JERT-20-1136
DOI: https://doi.org/10.1115/1.4047607
Published Online: August 3, 2020
View Article titled, Comparison of Model Predictions and Performance Test Data for a Prototype Thermal Energy Storage Module
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Topics: Engineering prototypes, Flow (Dynamics), Fluids, Freezing, Melting, Storage, Temperature, Thermal energy storage, Solidification, Heat exchangers
Journal Articles

Multiscale Modeling of Power Plant Performance Enhancement Utilizing Asynchronous Cooling With Thermal Energy Storage

Lauren Gagnon, Dre Helmns, Van P. Carey
Journal: Journal of Heat Transfer
Article Type: Research-Article
J. Heat Transfer. May 2020, 142(5): 052905.
Paper No: HT-19-1275
DOI: https://doi.org/10.1115/1.4046773
Published Online: April 10, 2020
View Article titled, Multiscale Modeling of Power Plant Performance Enhancement Utilizing Asynchronous Cooling With Thermal Energy Storage
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Topics: Cooling, Heat exchangers, Power stations, Temperature, Thermal energy storage, Storage, Multiscale modeling, Condensers (steam plant), Phase change materials
Journal Articles

Exergy-Based Sustainability Analysis for Tile Production From Waste Plastics in Uganda

Paige Balcom, Van P. Carey
Journal: Journal of Energy Resources Technology
Article Type: Research Papers
J. Energy Resour. Technol. May 2020, 142(5): 050905.
Paper No: JERT-19-1582
DOI: https://doi.org/10.1115/1.4045540
Published Online: January 14, 2020
View Article titled, Exergy-Based Sustainability Analysis for Tile Production From Waste Plastics in Uganda
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Topics: Exergy, Plastic scrap, Tiles, Roofing, Exergy analysis, Sustainability
Proceedings Papers

Comparison of Droplet Evaporation and Nucleate Boiling Mechanisms on Nanoporous Superhydrophilic Surfaces

Samuel Cabrera, Van P. Carey
Proc. ASME. HT2019, ASME 2019 Heat Transfer Summer Conference, V001T13A009, July 14–17, 2019
Paper No: HT2019-3539
DOI: https://doi.org/10.1115/HT2019-3539
View Paper titled, Comparison of Droplet Evaporation and Nucleate Boiling Mechanisms on Nanoporous Superhydrophilic Surfaces
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Topics: Drops, Evaporation, Nucleate boiling, Pool boiling, Aluminum, Copper, Heat flux, Heat transfer, Temperature, Cooling
Proceedings Papers

Separating Wickability and Wetting Effects During Water Droplet Evaporation on Superhydrophilic Nanoporous Surfaces

Alanna Y. Cooney, Emma R. McClure, Samuel Cabrera, Van P. Carey
Proc. ASME. HT2019, ASME 2019 Heat Transfer Summer Conference, V001T13A010, July 14–17, 2019
Paper No: HT2019-3548
DOI: https://doi.org/10.1115/HT2019-3548
View Paper titled, Separating Wickability and Wetting Effects During Water Droplet Evaporation on Superhydrophilic Nanoporous Surfaces
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Topics: Drops, Evaporation, Water, Wetting, Inertia (Mechanics), Cooling systems, Engineering simulation, Equilibrium (Physics), Fluids, Modeling
Proceedings Papers

Droplet Spreading and Evaporation on Nanoporous Superhydrophilic Surfaces: Effects of Impact Parameters

Emma R. McClure, Van P. Carey
Proc. ASME. HT2019, ASME 2019 Heat Transfer Summer Conference, V001T13A006, July 14–17, 2019
Paper No: HT2019-3510
DOI: https://doi.org/10.1115/HT2019-3510
View Paper titled, Droplet Spreading and Evaporation on Nanoporous Superhydrophilic Surfaces: Effects of Impact Parameters
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Topics: Drops, Evaporation, Heat transfer, Cooling, Metals, Sprays
Proceedings Papers

Comparison of Model Predictions and Performance Test Data for a Prototype Thermal Energy Storage Module

Dre Helmns, Van P. Carey, Navin Kumar, Debjyoti Banerjee, Arun Muley, Michael Stoia
Proc. ASME. HT2019, ASME 2019 Heat Transfer Summer Conference, V001T13A007, July 14–17, 2019
Paper No: HT2019-3512
DOI: https://doi.org/10.1115/HT2019-3512
View Paper titled, Comparison of Model Predictions and Performance Test Data for a Prototype Thermal Energy Storage Module
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Topics: Engineering prototypes, Testing performance, Thermal energy storage, Cooling, Freezing, Power stations, Condensers (steam plant), Cycles, Lithium, Melting
Proceedings Papers

Exergy-Based Sustainability Analysis for Tile Production From Waste Plastics in Uganda

Paige Balcom, Van P. Carey
Proc. ASME. ES2019, ASME 2019 13th International Conference on Energy Sustainability, V001T16A002, July 14–17, 2019
Paper No: ES2019-3897
DOI: https://doi.org/10.1115/ES2019-3897
View Paper titled, Exergy-Based Sustainability Analysis for Tile Production From Waste Plastics in Uganda
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Topics: Exergy, Plastic scrap, Sustainability, Tiles, Roofs, Carbon dioxide, Drying, Heat engines, Manufacturing, Sands