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Journal Articles

Investigation of the Effect of Simulated Atmospheric Conditions at Different Altitudes on the Combustion Process in a Heavy-Duty Diesel Engine Based on Zero-Dimensional Modeling

Zhentao Liu, Jinlong Liu

J. Eng. Gas Turbines Power. June 2022, 144(6): 061013.

Paper No: GTP-21-1483

DOI: https://doi.org/10.1115/1.4054370

Published Online: May 20, 2022

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Topics: Combustion, Diesel engines, Engines, Modeling, Pressure, Heat, Fuels, Cylinders

Journal Articles

Machine Learning Assisted Analysis of an Ammonia Engine Performance

Zhentao Liu, Jinlong Liu

J. Energy Resour. Technol. November 2022, 144(11): 112307.

Paper No: JERT-21-1965

DOI: https://doi.org/10.1115/1.4054287

Published Online: April 26, 2022

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Topics: Artificial neural networks, Combustion, Engines, Fuels, Machine learning, Algorithms, Compression, Ignition

Journal Articles

Investigation of the Effect of Altitude on In-Cylinder Heat Transfer in Heavy-Duty Diesel Engines Based on an Empirical Model

Zhentao Liu, Jinlong Liu

J. Energy Resour. Technol. November 2022, 144(11): 112303.

Paper No: JERT-21-2014

DOI: https://doi.org/10.1115/1.4054136

Published Online: April 11, 2022

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Topics: Combustion, Cylinders, Diesel engines, Engines, Heat transfer, Stress, Temperature, Pressure, Heat losses

Journal Articles

Multidimensional Computational Fluid Dynamics Combustion Process Modeling of a 6V150 Diesel Engine

Zhentao Liu, Yu Zhang, Jiahong Fu, Jinlong Liu

J. Thermal Sci. Eng. Appl. October 2022, 14(10): 101009.

Paper No: TSEA-21-1538

DOI: https://doi.org/10.1115/1.4054164

Published Online: April 11, 2022

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Topics: Combustion, Computational fluid dynamics, Cylinders, Diesel engines, Engines, Fuels, Modeling, Pressure, Temperature, Sprays

Proceedings Papers

Three-Dimensional Computational Fluid Dynamics Modeling of a 6V150 Diesel Engine

Zhentao Liu, Yu Zhang, Jiahong Fu, Jinlong Liu

Proc. ASME. IMECE2021, Volume 8A: Energy, V08AT08A014, November 1–5, 2021

Paper No: IMECE2021-67711

DOI: https://doi.org/10.1115/IMECE2021-67711

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Topics: Computational fluid dynamics, Diesel engines, Modeling, Emissions, Engines, Combustion, Combustion chambers, Computer simulation, Cylinders, Data acquisition

Journal Articles

Comparison of Random Forest and Neural Network in Modeling the Performance and Emissions of a Natural Gas Spark Ignition Engine

Jinlong Liu, Qiao Huang, Christopher Ulishney, Cosmin E. Dumitrescu

J. Energy Resour. Technol. March 2022, 144(3): 032310.

Paper No: JERT-21-1797

DOI: https://doi.org/10.1115/1.4053301

Published Online: January 7, 2022

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Topics: Artificial neural networks, Emissions, Engines, Errors, Machine learning, Natural gas, Algorithms, Combustion, Modeling, Cylinders

Proceedings Papers

Optical and Numerical Investigations of Flame Propagation in a Heavy Duty Spark Ignited Natural Gas Engine

Jinlong Liu, Christopher Ulishney, Cosmin E. Dumitrescu

Proc. ASME. ICEF2021, ASME 2021 Internal Combustion Engine Division Fall Technical Conference, V001T01A003, October 13–15, 2021

Paper No: ICEF2021-67489

DOI: https://doi.org/10.1115/ICEF2021-67489

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Topics: Flames, Gas engines, Combustion, Engines, Emissions, Methane, Fuels, Ignition, Natural gas, Pistons

Proceedings Papers

Effect of Altitude on In-Cylinder Heat Transfer of a Heavy Duty Diesel Engine

Zhentao Liu, Jinlong Liu

Proc. ASME. HT2021, ASME 2021 Heat Transfer Summer Conference, V001T07A002, June 16–18, 2021

Paper No: HT2021-62351

DOI: https://doi.org/10.1115/HT2021-62351

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Topics: Cylinders, Diesel engines, Heat transfer

Journal Articles

Experimental Investigation of Combustion Characteristics of a Single Cylinder Diesel Engine at Altitude

Zhentao Liu, Jinlong Liu

J. Energy Resour. Technol. October 2021, 143(10): 102306.

Paper No: JERT-21-1009

DOI: https://doi.org/10.1115/1.4050575

Published Online: April 13, 2021

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Topics: Combustion, Cylinders, Diesel engines, Engines, Fuels, Pressure, Seas, Temperature, Ignition delay, Stress

Proceedings Papers

Predicting the Combustion Phasing of a Natural Gas Spark Ignition Engine Using the K-Nearest Neighbors Algorithm

Jinlong Liu, Christopher Ulishney, Cosmin E. Dumitrescu

Proc. ASME. IMECE2020, Volume 8: Energy, V008T08A012, November 16–19, 2020

Paper No: IMECE2020-23982

DOI: https://doi.org/10.1115/IMECE2020-23982

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Topics: Algorithms, Combustion, Natural gas, Spark-ignition engine, Engines, Errors, Pressure, Cylinders, Fuels, Ignition

Proceedings Papers

Prediction of Efficient Operating Conditions Inside a Heavy-Duty Natural Gas Spark Ignition Engine Using Artificial Neural Networks

Jinlong Liu, Christopher Ulishney, Cosmin E. Dumitrescu

Proc. ASME. IMECE2020, Volume 8: Energy, V008T08A013, November 16–19, 2020

Paper No: IMECE2020-23987

DOI: https://doi.org/10.1115/IMECE2020-23987

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Topics: Artificial neural networks, Natural gas, Spark-ignition engine, Engines, Pressure, Cylinders, Combustion, Design, Optimization, Safety

Proceedings Papers

Lessons From the Conversion of a Heavy-Duty Compression Ignition Engine to Natural Gas Spark Ignition Operation

Jinlong Liu, Christopher Ulishney, Cosmin E. Dumitrescu

Proc. ASME. IMECE2020, Volume 8: Energy, V008T08A014, November 16–19, 2020

Paper No: IMECE2020-23991

DOI: https://doi.org/10.1115/IMECE2020-23991

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Topics: Diesel engines, Ignition, Natural gas, Engines, Combustion, Emissions, Fuels, Carbon monoxide, Compression, Diesel

Proceedings Papers

Application of Random Forest Machine Learning Models to Forecast Combustion Profile Parameters of a Natural Gas Spark Ignition Engine

Jinlong Liu, Christopher Ulishney, Cosmin E. Dumitrescu

Proc. ASME. IMECE2020, Volume 6: Design, Systems, and Complexity, V006T06A003, November 16–19, 2020

Paper No: IMECE2020-23973

DOI: https://doi.org/10.1115/IMECE2020-23973

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Topics: Combustion, Machine learning, Natural gas, Spark-ignition engine, Engines, Algorithms, Cylinders, Dynamometers, Engineering simulation, Errors

Proceedings Papers

Engine Performance and Emissions for a Heavy-Duty Diesel Engine Converted to Stoichiometric Natural Gas Operation

Jinlong Liu, Christopher Ulishney, Cosmin E. Dumitrescu

Proc. ASME. ICEF2020, ASME 2020 Internal Combustion Engine Division Fall Technical Conference, V001T03A008, November 4–6, 2020

Paper No: ICEF2020-2964

DOI: https://doi.org/10.1115/ICEF2020-2964

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Topics: Diesel engines, Emissions, Engines, Natural gas, Combustion, Ignition, Diesel, Air pollution control, Carbon monoxide, Catalytic converters

Proceedings Papers

Improving Machine Learning Model Performance in Predicting the Indicated Mean Effective Pressure of a Natural Gas Engine

Jinlong Liu, Christopher Ulishney, Cosmin E. Dumitrescu

Proc. ASME. ICEF2020, ASME 2020 Internal Combustion Engine Division Fall Technical Conference, V001T03A009, November 4–6, 2020

Paper No: ICEF2020-2968

DOI: https://doi.org/10.1115/ICEF2020-2968

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Topics: Gas engines, Machine learning, Pressure, Engines, Algorithms, Boundary-value problems, Combustion, Cylinders, Diesel, Diesel engines

Journal Articles

Investigation of Multistage Combustion Inside a Heavy-Duty Natural-Gas Spark-Ignition Engine Using Three-Dimensional Computational Fluid Dynamics Simulations and the Wiebe-Function Combustion Model

Jinlong Liu, Cosmin E. Dumitrescu

J. Eng. Gas Turbines Power. October 2020, 142(10): 101012.

Paper No: GTP-19-1646

DOI: https://doi.org/10.1115/1.4045869

Published Online: September 29, 2020

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Topics: Combustion, Computational fluid dynamics, Simulation, Heat, Natural gas, Engines, Flames, Cylinders, Spark-ignition engine, Fuels

Journal Articles

Random Forest Machine Learning Model for Predicting Combustion Feedback Information of a Natural Gas Spark Ignition Engine

Jinlong Liu, Christopher Ulishney, Cosmin Emil Dumitrescu

J. Energy Resour. Technol. January 2021, 143(1): 012301.

Paper No: JERT-20-1331

DOI: https://doi.org/10.1115/1.4047761

Published Online: July 22, 2020

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Topics: Combustion, Engines, Feedback, Fuels, Machine learning, Natural gas, Pressure, Spark-ignition engine

Journal Articles

Limitations of Natural Gas Lean Burn Spark Ignition Engines Derived From Compression Ignition Engines

Jinlong Liu, Cosmin Emil Dumitrescu

J. Energy Resour. Technol. December 2020, 142(12): 122308.

Paper No: JERT-19-1706

DOI: https://doi.org/10.1115/1.4047404

Published Online: June 25, 2020

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Topics: Combustion, Engines, Diesel engines, Natural gas, Spark-ignition engine, Fuels, Ignition, Computer-aided design

Journal Articles

Characterizing Two-Stage Combustion Process in a Natural Gas Spark Ignition Engine Based on Multi-Wiebe Function Model

Jinlong Liu, Chris Ulishney, Cosmin Emil Dumitrescu

J. Energy Resour. Technol. October 2020, 142(10): 102302.

Paper No: JERT-20-1093

DOI: https://doi.org/10.1115/1.4046793

Published Online: May 5, 2020

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Topics: Combustion, Heat, Natural gas, Engines

Journal Articles

Multiple Combustion Stages Inside a Heavy-Duty Diesel Engine Retrofitted to Natural-Gas Spark-Ignition Operation

Jinlong Liu, Cosmin Emil Dumitrescu

J. Eng. Gas Turbines Power. February 2020, 142(2): 021018.

Paper No: GTP-19-1227

DOI: https://doi.org/10.1115/1.4044492

Published Online: January 22, 2020

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Topics: Combustion, Cylinders, Diesel engines, Heat, Ignition, Pressure, Flow (Dynamics), Cycles, Natural gas, Engines

Journal citation

NARROW

Investigation of the Effect of Simulated Atmospheric Conditions at Different Altitudes on the Combustion Process in a Heavy-Duty Diesel Engine Based on Zero-Dimensional Modeling

Machine Learning Assisted Analysis of an Ammonia Engine Performance

Investigation of the Effect of Altitude on In-Cylinder Heat Transfer in Heavy-Duty Diesel Engines Based on an Empirical Model

Multidimensional Computational Fluid Dynamics Combustion Process Modeling of a 6V150 Diesel Engine

Three-Dimensional Computational Fluid Dynamics Modeling of a 6V150 Diesel Engine

Comparison of Random Forest and Neural Network in Modeling the Performance and Emissions of a Natural Gas Spark Ignition Engine

Optical and Numerical Investigations of Flame Propagation in a Heavy Duty Spark Ignited Natural Gas Engine

Effect of Altitude on In-Cylinder Heat Transfer of a Heavy Duty Diesel Engine

Experimental Investigation of Combustion Characteristics of a Single Cylinder Diesel Engine at Altitude

Predicting the Combustion Phasing of a Natural Gas Spark Ignition Engine Using the K-Nearest Neighbors Algorithm

Prediction of Efficient Operating Conditions Inside a Heavy-Duty Natural Gas Spark Ignition Engine Using Artificial Neural Networks

Lessons From the Conversion of a Heavy-Duty Compression Ignition Engine to Natural Gas Spark Ignition Operation

Application of Random Forest Machine Learning Models to Forecast Combustion Profile Parameters of a Natural Gas Spark Ignition Engine

Engine Performance and Emissions for a Heavy-Duty Diesel Engine Converted to Stoichiometric Natural Gas Operation

Improving Machine Learning Model Performance in Predicting the Indicated Mean Effective Pressure of a Natural Gas Engine

Investigation of Multistage Combustion Inside a Heavy-Duty Natural-Gas Spark-Ignition Engine Using Three-Dimensional Computational Fluid Dynamics Simulations and the Wiebe-Function Combustion Model

Random Forest Machine Learning Model for Predicting Combustion Feedback Information of a Natural Gas Spark Ignition Engine

Limitations of Natural Gas Lean Burn Spark Ignition Engines Derived From Compression Ignition Engines

Characterizing Two-Stage Combustion Process in a Natural Gas Spark Ignition Engine Based on Multi-Wiebe Function Model

Multiple Combustion Stages Inside a Heavy-Duty Diesel Engine Retrofitted to Natural-Gas Spark-Ignition Operation

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