New Combustion Modelling Approach for Methane-Hydrogen Fueled Engines Using Machine Learning and Engine Virtualization
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- Giglio, Veniero & di Gaeta, Alessandro, 2020. "Novel regression models for wiebe parameters aimed at 0D combustion simulation in spark ignition engines," Energy, Elsevier, vol. 210(C).
- Liu, Jinlong & Dumitrescu, Cosmin E., 2019. "Single and double Wiebe function combustion model for a heavy-duty diesel engine retrofitted to natural-gas spark-ignition," Applied Energy, Elsevier, vol. 248(C), pages 95-103.
- López, J.J. & Novella, R. & Gomez-Soriano, J. & Martinez-Hernandiz, P.J. & Rampanarivo, F. & Libert, C. & Dabiri, M., 2021. "Advantages of the unscavenged pre-chamber ignition system in turbocharged natural gas engines for automotive applications," Energy, Elsevier, vol. 218(C).
- Guijo-Rubio, D. & Durán-Rosal, A.M. & Gutiérrez, P.A. & Gómez-Orellana, A.M. & Casanova-Mateo, C. & Sanz-Justo, J. & Salcedo-Sanz, S. & Hervás-Martínez, C., 2020. "Evolutionary artificial neural networks for accurate solar radiation prediction," Energy, Elsevier, vol. 210(C).
- Benajes, J. & Novella, R. & Gomez-Soriano, J. & Martinez-Hernandiz, P.J. & Libert, C. & Dabiri, M., 2019. "Evaluation of the passive pre-chamber ignition concept for future high compression ratio turbocharged spark-ignition engines," Applied Energy, Elsevier, vol. 248(C), pages 576-588.
- Borges, Cosme P. & Sobczak, Jéssica C. & Silberg, Timothy R. & Uriona-Maldonado, Mauricio & Vaz, Caroline R., 2021. "A systems modeling approach to estimate biogas potential from biomass sources in Brazil," Renewable and Sustainable Energy Reviews, Elsevier, vol. 138(C).
- Niklas Höhne & Takeshi Kuramochi & Carsten Warnecke & Frauke Röser & Hanna Fekete & Markus Hagemann & Thomas Day & Ritika Tewari & Marie Kurdziel & Sebastian Sterl & Sofia Gonzales, 2017. "The Paris Agreement: resolving the inconsistency between global goals and national contributions," Climate Policy, Taylor & Francis Journals, vol. 17(1), pages 16-32, January.
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- Novella, Ricardo & García, Antonio & Gomez-Soriano, Josep & Fogué-Robles, Álvaro, 2023. "Exploring dilution potential for full load operation of medium duty hydrogen engine for the transport sector," Applied Energy, Elsevier, vol. 349(C).
- Ye, Jianan & Xie, Min & Zhang, Shiping & Huang, Ying & Liu, Mingbo & Wang, Qiong, 2023. "Stochastic optimal scheduling of electricity–hydrogen enriched compressed natural gas urban integrated energy system," Renewable Energy, Elsevier, vol. 211(C), pages 1024-1044.
- Youcef Sehili & Khaled Loubar & Lyes Tarabet & Mahfoudh Cerdoun & Clément Lacroix, 2023. "Development of Predictive Model for Hydrogen-Natural Gas/Diesel Dual Fuel Engine," Energies, MDPI, vol. 16(19), pages 1-19, October.
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Keywords
virtual engine modelling; combustion modelling; machine learning; data-driven modelling; ANN; hydrogen; methane;All these keywords.
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