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Journal Articles

Artificial Neural Network Models for Octane Number and Octane Sensitivity: A Quantitative Structure Property Relationship Approach to Fuel Design

Amina SubLaban, Travis J. Kessler, Noah Van Dam, J. Hunter Mack
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. October 2023, 145(10): 102302.
Paper No: JERT-22-1852
https://doi.org/10.1115/1.4062189
Published Online: April 17, 2023
View Article titled, Artificial Neural Network Models for Octane Number and Octane Sensitivity: A Quantitative Structure Property Relationship Approach to Fuel Design
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Topics: Artificial neural networks, Fuels, Engines
Proceedings Papers

Predicting the Cetane Number, Sooting Tendency, and Energy Density of Terpene Fuel Additives

Travis Kessler, Amina SubLaban, J. Hunter Mack
Proc. ASME. ICEF2022, ASME 2022 ICE Forward Conference, V001T02A011, October 16–19, 2022
Publisher: American Society of Mechanical Engineers
Paper No: ICEF2022-91163
https://doi.org/10.1115/ICEF2022-91163
View Paper titled, Predicting the Cetane Number, Sooting Tendency, and Energy Density of Terpene Fuel Additives
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Topics: Density, Fuels, Carbon, Errors, Artificial neural networks, Chain, Combustion, Emissions, Engines, Heating
Proceedings Papers

Understanding Ammonia/Hydrogen Fuel Combustion Modeling in a Quiescent Environment

Amr Shaalan, Md Nayer Nasim, J. Hunter Mack, Noah Van Dam, Dimitris Assanis
Proc. ASME. ICEF2022, ASME 2022 ICE Forward Conference, V001T06A011, October 16–19, 2022
Publisher: American Society of Mechanical Engineers
Paper No: ICEF2022-91185
https://doi.org/10.1115/ICEF2022-91185
View Paper titled, Understanding Ammonia/Hydrogen Fuel Combustion Modeling in a Quiescent Environment
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Topics: Chemical kinetics, Combustion, Hydrogen, Hydrogen fuels, Modeling
Proceedings Papers

An Experimental Study on the Performance and Durability of Nanostructured Spark Plugs

Md Nayer Nasim, Behlol Nawaz, Oliver A. Dyakov, J. Hunter Mack
Proc. ASME. ICEF2022, ASME 2022 ICE Forward Conference, V001T04A005, October 16–19, 2022
Publisher: American Society of Mechanical Engineers
Paper No: ICEF2022-90609
https://doi.org/10.1115/ICEF2022-90609
View Paper titled, An Experimental Study on the Performance and Durability of Nanostructured Spark Plugs
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Topics: Combustion chambers, Durability, Methane, Nanostructures , Electrodes, Surface roughness, Lasers, Emissions, Fuels, Gas engines
Proceedings Papers

Evaluating Diesel/Biofuel Blends Using Artificial Neural Networks and Linear/Nonlinear Equations

Travis Kessler, Thomas Schwartz, Hsi-Wu Wong, J. Hunter Mack
Proc. ASME. ICEF2021, ASME 2021 Internal Combustion Engine Division Fall Technical Conference, V001T04A009, October 13–15, 2021
Publisher: American Society of Mechanical Engineers
Paper No: ICEF2021-67785
https://doi.org/10.1115/ICEF2021-67785
View Paper titled, Evaluating Diesel/Biofuel Blends Using Artificial Neural Networks and Linear/Nonlinear Equations
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Topics: Artificial neural networks, Biofuel, Diesel, Nonlinear equations, Errors, Heating, Kinematics, Viscosity, Biomass, Combustion
Journal Articles

Impact of Syngas Addition to Methane on Laminar Burning Velocity

Mohammadrasool Morovatiyan, Martia Shahsavan, Mammadbaghir Baghirzade, J. Hunter Mack
Journal: Journal of Engineering for Gas Turbines and Power
Publisher: ASME
Article Type: Research-Article
J. Eng. Gas Turbines Power. May 2021, 143(5): 051004.
Paper No: GTP-20-1287
https://doi.org/10.1115/1.4049012
Published Online: March 11, 2021
View Article titled, Impact of Syngas Addition to Methane on Laminar Burning Velocity
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Topics: Carbon monoxide, Combustion, Flames, Methane, Pressure, Syngas, Temperature, Combustion chambers
Proceedings Papers

Predicting the Cetane Number, Yield Sooting Index, Kinematic Viscosity, and Cloud Point for Catalytically Upgraded Pyrolysis Oil Using Artificial Neural Networks

Travis Kessler, Thomas Schwartz, Hsi-Wu Wong, J. Hunter Mack
Proc. ASME. ICEF2020, ASME 2020 Internal Combustion Engine Division Fall Technical Conference, V001T02A006, November 4–6, 2020
Publisher: American Society of Mechanical Engineers
Paper No: ICEF2020-2978
https://doi.org/10.1115/ICEF2020-2978
View Paper titled, Predicting the Cetane Number, Yield Sooting Index, Kinematic Viscosity, and Cloud Point for Catalytically Upgraded Pyrolysis Oil Using Artificial Neural Networks
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Topics: Artificial neural networks, Kinematics, Pyrolysis, Viscosity, Diesel, Errors, Fuels, Biomass, Fuel gasification, Oxygen
Journal Articles

Effect of Argon Concentration on Laminar Burning Velocity and Flame Speed of Hydrogen Mixtures in a Constant Volume Combustion Chamber

Mohammadrasool Morovatiyan, Martia Shahsavan, Jonathan Aguilar, J. Hunter Mack
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. March 2021, 143(3): 032301.
Paper No: JERT-20-1317
https://doi.org/10.1115/1.4048019
Published Online: August 27, 2020
View Article titled, Effect of Argon Concentration on Laminar Burning Velocity and Flame Speed of Hydrogen Mixtures in a Constant Volume Combustion Chamber
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Topics: Combustion, Flames, Hydrogen, Pressure, Combustion chambers
Includes: Supplementary data
Proceedings Papers

Experimental Evaluation of Microclimate Cooling Garments Under Controlled Ambient Conditions

Mammadbaghir Baghirzade, Samuel Burns, Hongwei Sun, Margaret Sobkowicz-Kline, Stephen Johnston, J. Hunter Mack
Proc. ASME. IMECE2019, Volume 8: Heat Transfer and Thermal Engineering, V008T09A076, November 11–14, 2019
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2019-10679
https://doi.org/10.1115/IMECE2019-10679
View Paper titled, Experimental Evaluation of Microclimate Cooling Garments Under Controlled Ambient Conditions
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Topics: Cooling, Heat, Fluid dynamics, Temperature, Testing, Transients (Dynamics), Cooling systems, Design, Stress, Tubing
Proceedings Papers

Screening Compounds for Fast Pyrolysis and Catalytic Biofuel Upgrading Using Artificial Neural Networks

Travis Kessler, Thomas Schwartz, Hsi-Wu Wong, J. Hunter Mack
Proc. ASME. ICEF2019, ASME 2019 Internal Combustion Engine Division Fall Technical Conference, V001T02A007, October 20–23, 2019
Publisher: American Society of Mechanical Engineers
Paper No: ICEF2019-7170
https://doi.org/10.1115/ICEF2019-7170
View Paper titled, Screening Compounds for Fast Pyrolysis and Catalytic Biofuel Upgrading Using Artificial Neural Networks
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Topics: Artificial neural networks, Biofuel, Pyrolysis, Fuels, Diesel engines, Errors, Feedback, Biomass, Combustion, Fuel gasification
Proceedings Papers

Implementing Natural Gas in a Compression Ignition Cycle Using Noble Gas Addition

Martia Shahsavan, Mohammadrasool Morovatiyan, Mammadbaghir Baghirzade, J. Hunter Mack
Proc. ASME. ICEF2019, ASME 2019 Internal Combustion Engine Division Fall Technical Conference, V001T03A005, October 20–23, 2019
Publisher: American Society of Mechanical Engineers
Paper No: ICEF2019-7159
https://doi.org/10.1115/ICEF2019-7159
View Paper titled, Implementing Natural Gas in a Compression Ignition Cycle Using Noble Gas Addition
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Topics: Combustion, Compression, Cycles, Diesel engines, Ignition, Natural gas
Proceedings Papers

Effect of Hydrogen and Carbon Monoxide Addition to Methane on Laminar Burning Velocity

Mohammadrasool Morovatiyan, Martia Shahsavan, Mammadbaghir Baghirzade, J. Hunter Mack
Proc. ASME. ICEF2019, ASME 2019 Internal Combustion Engine Division Fall Technical Conference, V001T02A006, October 20–23, 2019
Publisher: American Society of Mechanical Engineers
Paper No: ICEF2019-7169
https://doi.org/10.1115/ICEF2019-7169
View Paper titled, Effect of Hydrogen and Carbon Monoxide Addition to Methane on Laminar Burning Velocity
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Topics: Carbon, Combustion, Combustion chambers, Hydrogen, Methane, Natural gas
Journal Articles

A Computational Investigation of Nonpremixed Combustion of Natural Gas Injected Into Mixture of Argon and Oxygen

Martia Shahsavan, Mohammadrasool Morovatiyan, J. Hunter Mack
Journal: Journal of Engineering for Gas Turbines and Power
Publisher: ASME
Article Type: Research-Article
J. Eng. Gas Turbines Power. August 2019, 141(8): 081011.
Paper No: GTP-19-1124
https://doi.org/10.1115/1.4043277
Published Online: April 11, 2019
View Article titled, A Computational Investigation of Nonpremixed Combustion of Natural Gas Injected Into Mixture of Argon and Oxygen
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Topics: Combustion, Fluids, Fuels, Ignition delay, Methane, Natural gas, Nitrogen, Oxygen, Pressure, Temperature
Proceedings Papers

A Computational Investigation of Non-Premixed Combustion of Natural Gas Injected Into Mixture of Argon and Oxygen

Martia Shahsavan, Mohammadrasool Morovatiyan, J. Hunter Mack
Proc. ASME. ICEF2018, Volume 1: Large Bore Engines; Fuels; Advanced Combustion, V001T03A013, November 4–7, 2018
Publisher: American Society of Mechanical Engineers
Paper No: ICEF2018-9618
https://doi.org/10.1115/ICEF2018-9618
View Paper titled, A Computational Investigation of Non-Premixed Combustion of Natural Gas Injected Into Mixture of Argon and Oxygen
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Topics: Combustion, Natural gas, Oxygen, Fluids, Compression, Emissions, Engines, Ignition, Methane, Nitrogen
Proceedings Papers

Investigation of the Effect of Electrode Surface Roughness on Spark Ignition

Mohammadrasool Morovatiyan, Martia Shahsavan, Mengyan Shen, J. Hunter Mack
Proc. ASME. ICEF2018, Volume 1: Large Bore Engines; Fuels; Advanced Combustion, V001T03A022, November 4–7, 2018
Publisher: American Society of Mechanical Engineers
Paper No: ICEF2018-9691
https://doi.org/10.1115/ICEF2018-9691
View Paper titled, Investigation of the Effect of Electrode Surface Roughness on Spark Ignition
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Topics: Electrodes, Ignition, Surface roughness, Engines, Methane, Combustion chambers, Emissions, Flames, Fuel efficiency, Natural gas
Proceedings Papers

Application of a Rectified Linear Unit (ReLU) Based Artificial Neural Network to Cetane Number Predictions

Travis Kessler, Gregory Dorian, J. Hunter Mack
Proc. ASME. ICEF2017, Volume 1: Large Bore Engines; Fuels; Advanced Combustion, V001T02A006, October 15–18, 2017
Publisher: American Society of Mechanical Engineers
Paper No: ICEF2017-3614
https://doi.org/10.1115/ICEF2017-3614
View Paper titled, Application of a Rectified Linear Unit (ReLU) Based Artificial Neural Network to Cetane Number Predictions
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Topics: Artificial neural networks, Fuels, Errors, Databases, Testing
Proceedings Papers

Predicting the Cetane Number of Furanic Biofuel Candidates Using an Improved Artificial Neural Network Based on Molecular Structure

Travis Kessler, Eric R. Sacia, Alexis T. Bell, J. Hunter Mack
Proc. ASME. ICEF2016, ASME 2016 Internal Combustion Engine Division Fall Technical Conference, V001T02A010, October 9–12, 2016
Publisher: American Society of Mechanical Engineers
Paper No: ICEF2016-9383
https://doi.org/10.1115/ICEF2016-9383
View Paper titled, Predicting the Cetane Number of Furanic Biofuel Candidates Using an Improved Artificial Neural Network Based on Molecular Structure
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Topics: Artificial neural networks, Biofuel, Fuels, Databases, Ignition, Errors, Methane, Testing, ASTM standards, Biomass
Proceedings Papers

Spark Plug Modifications for Improving Ion Sensing Capabilities in a Homogeneous Charge Compression Ignition (HCCI) Engine

Gregory Bogin, Jr., J. Hunter Mack, Robert W. Dibble
Proc. ASME. ICES2009, ASME 2009 Internal Combustion Engine Division Spring Technical Conference, 351-358, May 3–6, 2009
Publisher: American Society of Mechanical Engineers
Paper No: ICES2009-76161
https://doi.org/10.1115/ICES2009-76161
View Paper titled, Spark Plug Modifications for Improving Ion Sensing Capabilities in a Homogeneous Charge Compression Ignition (HCCI) Engine
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Topics: Engines, Homogeneous charge compression ignition engines, Sensors
Proceedings Papers

Microphones and Knock Sensors for Feedback Control of HCCI Engines

Jason S. Souder, J. Hunter Mack, J. Karl Hedrick, Robert W. Dibble
Proc. ASME. ICEF2004, ASME 2004 Internal Combustion Engine Division Fall Technical Conference, 77-84, October 24–27, 2004
Publisher: American Society of Mechanical Engineers
Paper No: ICEF2004-0960
https://doi.org/10.1115/ICEF2004-0960
View Paper titled, Microphones and Knock Sensors for Feedback Control of HCCI Engines
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Topics: Feedback, Homogeneous charge compression ignition engines, Microphones, Sensors, Combustion, Cylinders, Cycles, Engines, Fuels, Pressure transducers
Proceedings Papers

Landfill Gas Fueled HCCI Demonstration System

Brandon J. Blizman, Darby B. Makel, J. Hunter Mack, Robert W. Dibble
Proc. ASME. ICEF2006, ASME 2006 Internal Combustion Engine Division Fall Technical Conference (ICEF2006), 327-347, November 5–8, 2006
Publisher: American Society of Mechanical Engineers
Paper No: ICEF2006-1578
https://doi.org/10.1115/ICEF2006-1578
View Paper titled, Landfill Gas Fueled HCCI Demonstration System
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Topics: Homogeneous charge compression ignition engines, Sanitary landfills, Engines, Brakes, Control systems, Diesel engines, Distributed power generation, Fuels, Nitrogen oxides, Teams