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Journal Articles

Direct Numerical Simulation of Partial Fuel Stratification Assisted Lean Premixed Combustion for Assessment of Hybrid G-Equation/Well-Stirred Reactor Model

Chao Xu, Muhsin Ameen, Pinaki Pal, Sibendu Som

J. Eng. Gas Turbines Power. May 2023, 145(5): 051018.

Paper No: GTP-22-1425

DOI: https://doi.org/10.1115/1.4055873

Published Online: January 10, 2023

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Topics: Combustion, Engines, Flames, Fuels, Computer simulation, Pyrolysis, Displacement, Modeling, Temperature, Pressure

Journal Articles

Numerical Analysis of Combustion Dynamics in a Full-Scale Rotating Detonation Rocket Engine Using Large Eddy Simulations

Pinaki Pal, Sinan Demir, Sibendu Som

J. Energy Resour. Technol. February 2023, 145(2): 021702.

Paper No: JERT-22-1404

DOI: https://doi.org/10.1115/1.4055206

Published Online: September 1, 2022

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Topics: Combustion, Dynamics (Mechanics), Explosions, Fuels, Large eddy simulation, Rocket engines, Waves, Pressure, Ejectors, Heat

Proceedings Papers

Direct Numerical Simulation of Partial Fuel Stratification Assisted Lean Premixed Combustion for Assessment of Hybrid G-Equation/Well-Stirred Reactor Model

Chao Xu, Muhsin Ameen, Pinaki Pal, Sibendu Som

Proc. ASME. ICEF2021, ASME 2021 Internal Combustion Engine Division Fall Technical Conference, V001T06A005, October 13–15, 2021

Paper No: ICEF2021-67835

DOI: https://doi.org/10.1115/ICEF2021-67835

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Topics: Combustion, Computer simulation, Fuels

Journal Articles

Multidimensional Numerical Modeling of Combustion Dynamics in a Non-Premixed Rotating Detonation Engine With Adaptive Mesh Refinement

Pinaki Pal, Gaurav Kumar, Scott A. Drennan, Brent A. Rankin, Sibendu Som

J. Energy Resour. Technol. November 2021, 143(11): 112308.

Paper No: JERT-21-1006

DOI: https://doi.org/10.1115/1.4050590

Published Online: April 19, 2021

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Topics: Combustion, Engines, Explosions, Fuels, Pressure, Waves, Simulation, Dynamics (Mechanics), Computer simulation, Computational fluid dynamics

Journal Articles

An Automated Machine Learning-Genetic Algorithm Framework With Active Learning for Design Optimization

Opeoluwa Owoyele, Pinaki Pal, Alvaro Vidal Torreira

J. Energy Resour. Technol. August 2021, 143(8): 082305.

Paper No: JERT-21-1175

DOI: https://doi.org/10.1115/1.4050489

Published Online: April 9, 2021

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Topics: Algorithms, Design, Errors, Machinery, Optimization, Computational fluid dynamics, Simulation, Engines

Journal Articles

Numerical Analysis of Fuel Effects on Advanced Compression Ignition Using a Cooperative Fuel Research Engine Computational Fluid Dynamics Model

Krishna Kalvakala, Pinaki Pal, Yunchao Wu, Goutham Kukkadapu, Christopher Kolodziej, Jorge Pulpeiro Gonzalez, Muhammad Umer Waqas, Tianfeng Lu, Suresh K. Aggarwal, Sibendu Som

J. Energy Resour. Technol. October 2021, 143(10): 102304.

Paper No: JERT-21-1181

DOI: https://doi.org/10.1115/1.4050490

Published Online: March 29, 2021

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Topics: Computational fluid dynamics, Engines, Fuels, Compression, Ignition, Heat

Journal Articles

A Novel Active Optimization Approach for Rapid and Efficient Design Space Exploration Using Ensemble Machine Learning

Opeoluwa Owoyele, Pinaki Pal

J. Energy Resour. Technol. March 2021, 143(3): 032307.

Paper No: JERT-20-1642

DOI: https://doi.org/10.1115/1.4049178

Published Online: December 16, 2020

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Topics: Algorithms, Combustion, Design, Machine learning, Optimization

Proceedings Papers

Numerical Analysis of Fuel Effects on Advanced Compression Ignition Using a Virtual Cooperative Fuel Research Engine Model

Krishna C. Kalvakala, Pinaki Pal, Yunchao Wu, Goutham Kukkadapu, Christopher Kolodziej, Jorge Pulpeiro Gonzalez, Muhammad Umer Waqas, Tianfeng Lu, Suresh K. Aggarwal, Sibendu Som

Proc. ASME. ICEF2020, ASME 2020 Internal Combustion Engine Division Fall Technical Conference, V001T02A004, November 4–6, 2020

Paper No: ICEF2020-2939

DOI: https://doi.org/10.1115/ICEF2020-2939

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Topics: Compression, Engines, Fuels, Ignition, Numerical analysis, Combustion, Stress, Computational fluid dynamics, Emissions, Gasoline

Proceedings Papers

Accelerating Computational Fluid Dynamics Simulations of Engine Knock Using a Concurrent Cycles Approach

Daniel Probst, Sameera Wijeyakulasuriya, Pinaki Pal, Christopher Kolodziej, Eric Pomraning

Proc. ASME. ICEF2020, ASME 2020 Internal Combustion Engine Division Fall Technical Conference, V001T06A002, November 4–6, 2020

Paper No: ICEF2020-2916

DOI: https://doi.org/10.1115/ICEF2020-2916

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Topics: Computational fluid dynamics, Cycles, Engines, Simulation, Combustion, Fuels, Chemistry, Clocks, Compression, Cylinders

Proceedings Papers

An Automated Machine Learning-Genetic Algorithm (AutoML-GA) Framework With Active Learning for Design Optimization

Opeoluwa Owoyele, Pinaki Pal, Alvaro Vidal Torreira

Proc. ASME. ICEF2020, ASME 2020 Internal Combustion Engine Division Fall Technical Conference, V001T06A014, November 4–6, 2020

Paper No: ICEF2020-3000

DOI: https://doi.org/10.1115/ICEF2020-3000

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Topics: Algorithms, Design, Machinery, Optimization, Simulation, Computational fluid dynamics, Internal combustion engines, Cylinders, Diesel engines, Errors

Journal Articles

Numerical Investigation of a Central Fuel Property Hypothesis Under Boosted Spark-Ignition Conditions

Pinaki Pal, Krishna Kalvakala, Yunchao Wu, Matthew McNenly, Simon Lapointe, Russell Whitesides, Tianfeng Lu, Suresh K. Aggarwal, Sibendu Som

J. Energy Resour. Technol. March 2021, 143(3): 032305.

Paper No: JERT-20-1654

DOI: https://doi.org/10.1115/1.4048995

Published Online: December 10, 2020

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Topics: Engines, Fuels, Ignition, Pressure, Computational fluid dynamics, Temperature, Combustion, Flames

Journal Articles

Numerical Investigation of Fuel Property Effects on Mixed-Mode Combustion in a Spark-Ignition Engine

Chao Xu, Pinaki Pal, Xiao Ren, Magnus Sjöberg, Noah Van Dam, Yunchao Wu, Tianfeng Lu, Matthew McNenly, Sibendu Som

J. Energy Resour. Technol. April 2021, 143(4): 042306.

Paper No: JERT-20-1655

DOI: https://doi.org/10.1115/1.4048242

Published Online: September 28, 2020

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Topics: Chemistry, Combustion, Engines, Flames, Fuels, Ignition, Nitrogen oxides, Heat, Pressure, Cycles

Journal Articles

Engine Combustion System Optimization Using Computational Fluid Dynamics and Machine Learning: A Methodological Approach

Jihad A. Badra, Fethi Khaled, Meng Tang, Yuanjiang Pei, Janardhan Kodavasal, Pinaki Pal, Opeoluwa Owoyele, Carsten Fuetterer, Brenner Mattia, Farooq Aamir

J. Energy Resour. Technol. February 2021, 143(2): 022306.

Paper No: JERT-20-1594

DOI: https://doi.org/10.1115/1.4047978

Published Online: August 27, 2020

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Topics: Algorithms, Computational fluid dynamics, Design, Engines, Machine learning, Optimization, Pistons, Machinery, Robustness, Internal combustion engines

Proceedings Papers

Numerical Investigation of a Central Fuel Property Hypothesis Under Boosted Spark-Ignition Conditions

Pinaki Pal, Krishna Kalvakala, Yunchao Wu, Matthew McNenly, Simon Lapointe, Russell Whitesides, Tianfeng Lu, Suresh K. Aggarwal, Sibendu Som

Proc. ASME. ICEF2019, ASME 2019 Internal Combustion Engine Division Fall Technical Conference, V001T02A015, October 20–23, 2019

Paper No: ICEF2019-7284

DOI: https://doi.org/10.1115/ICEF2019-7284

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Topics: Fuels, Ignition, Flames, Engines, Artificial neural networks, Computational fluid dynamics, Computer simulation, Pressure, Regression models, Temperature

Proceedings Papers

A Novel Active Optimization Approach for Rapid and Efficient Design Space Exploration Using Ensemble Machine Learning

Opeoluwa Owoyele, Pinaki Pal

Proc. ASME. ICEF2019, ASME 2019 Internal Combustion Engine Division Fall Technical Conference, V001T06A006, October 20–23, 2019

Paper No: ICEF2019-7237

DOI: https://doi.org/10.1115/ICEF2019-7237

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Topics: Design, Machine learning, Optimization, Algorithms, Combustion, Particle swarm optimization, Cylinders, Engines, Flow (Dynamics), Fuels

Proceedings Papers

Numerical Study of Advanced Compression Ignition and Combustion in a Gasoline Direct Injection Engine

Sayop Kim, Joohan Kim, Ashish Shah, Pinaki Pal, Riccardo Scarcelli, Toby Rockstroh, Sibendu Som, Yunchao Wu, Tianfeng Lu

Proc. ASME. ICEF2019, ASME 2019 Internal Combustion Engine Division Fall Technical Conference, V001T06A013, October 20–23, 2019

Paper No: ICEF2019-7281

DOI: https://doi.org/10.1115/ICEF2019-7281

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Topics: Combustion, Compression, Computational fluid dynamics, Direct injection spark ignition engines, Engines, Ignition

Proceedings Papers

Engine Combustion System Optimization Using CFD and Machine Learning: A Methodological Approach

Jihad Badra, Fethi Khaled, Meng Tang, Yuanjiang Pei, Janardhan Kodavasal, Pinaki Pal, Opeoluwa Owoyele, Carsten Fuetterer, Mattia Brenner, Aamir Farooq

Proc. ASME. ICEF2019, ASME 2019 Internal Combustion Engine Division Fall Technical Conference, V001T06A007, October 20–23, 2019

Paper No: ICEF2019-7238

DOI: https://doi.org/10.1115/ICEF2019-7238

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Topics: Combustion systems, Computational fluid dynamics, Engines, Machine learning, Optimization, Pistons

Proceedings Papers

Numerical Investigation of Fuel Property Effects on Mixed-Mode Combustion in a Spark-Ignition Engine

Chao Xu, Pinaki Pal, Xiao Ren, Sibendu Som, Magnus Sjöberg, Noah Van Dam, Yunchao Wu, Tianfeng Lu, Matthew McNenly

Proc. ASME. ICEF2019, ASME 2019 Internal Combustion Engine Division Fall Technical Conference, V001T06A010, October 20–23, 2019

Paper No: ICEF2019-7265

DOI: https://doi.org/10.1115/ICEF2019-7265

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Topics: Combustion, Fuels, Ignition, Spark-ignition engine

Proceedings Papers

Multidimensional Numerical Simulations of Reacting Flow in a Non-Premixed Rotating Detonation Engine

Pinaki Pal, Gaurav Kumar, Scott A. Drennan, Brent A. Rankin, Sibendu Som

Proc. ASME. GT2019, Volume 4B: Combustion, Fuels, and Emissions, V04BT04A050, June 17–21, 2019

Paper No: GT2019-91931

DOI: https://doi.org/10.1115/GT2019-91931

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Topics: Computer simulation, Engines, Explosions, Flow (Dynamics), Computational fluid dynamics, Fuels, Combustion, Combustion chambers, Pressure, Chemistry

Journal Articles

Evaluating Optimization Strategies for Engine Simulations Using Machine Learning Emulators

Daniel M. Probst, Mandhapati Raju, Peter K. Senecal, Janardhan Kodavasal, Pinaki Pal, Sibendu Som, Ahmed A. Moiz, Yuanjiang Pei

J. Eng. Gas Turbines Power. September 2019, 141(9): 091011.

Paper No: GTP-19-1208

DOI: https://doi.org/10.1115/1.4043964

Published Online: June 20, 2019

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Topics: Algorithms, Engines, Optimization, Simulation, Machine learning

Journal citation

NARROW

Direct Numerical Simulation of Partial Fuel Stratification Assisted Lean Premixed Combustion for Assessment of Hybrid G-Equation/Well-Stirred Reactor Model

Numerical Analysis of Combustion Dynamics in a Full-Scale Rotating Detonation Rocket Engine Using Large Eddy Simulations

Direct Numerical Simulation of Partial Fuel Stratification Assisted Lean Premixed Combustion for Assessment of Hybrid G-Equation/Well-Stirred Reactor Model

Multidimensional Numerical Modeling of Combustion Dynamics in a Non-Premixed Rotating Detonation Engine With Adaptive Mesh Refinement

An Automated Machine Learning-Genetic Algorithm Framework With Active Learning for Design Optimization

Numerical Analysis of Fuel Effects on Advanced Compression Ignition Using a Cooperative Fuel Research Engine Computational Fluid Dynamics Model

A Novel Active Optimization Approach for Rapid and Efficient Design Space Exploration Using Ensemble Machine Learning

Numerical Analysis of Fuel Effects on Advanced Compression Ignition Using a Virtual Cooperative Fuel Research Engine Model

Accelerating Computational Fluid Dynamics Simulations of Engine Knock Using a Concurrent Cycles Approach

An Automated Machine Learning-Genetic Algorithm (AutoML-GA) Framework With Active Learning for Design Optimization

Numerical Investigation of a Central Fuel Property Hypothesis Under Boosted Spark-Ignition Conditions

Numerical Investigation of Fuel Property Effects on Mixed-Mode Combustion in a Spark-Ignition Engine

Engine Combustion System Optimization Using Computational Fluid Dynamics and Machine Learning: A Methodological Approach

Numerical Investigation of a Central Fuel Property Hypothesis Under Boosted Spark-Ignition Conditions

A Novel Active Optimization Approach for Rapid and Efficient Design Space Exploration Using Ensemble Machine Learning

Numerical Study of Advanced Compression Ignition and Combustion in a Gasoline Direct Injection Engine

Engine Combustion System Optimization Using CFD and Machine Learning: A Methodological Approach

Numerical Investigation of Fuel Property Effects on Mixed-Mode Combustion in a Spark-Ignition Engine

Multidimensional Numerical Simulations of Reacting Flow in a Non-Premixed Rotating Detonation Engine

Evaluating Optimization Strategies for Engine Simulations Using Machine Learning Emulators

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