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Publications

An a priori assessment of the Partially Stirred Reactor (PaSR) model for MILD combustion

Author(s): Salvatore Iavarone, Arthur Péquin, Zhi X. Chen, Nguyen Anh Khoa Doan, Nedunchezhian Swaminathan, Alessandro Parente
Published in: Proceedings of the Combustion Institute, 38/4, 2021, Page(s) 5403-5414, ISSN 1540-7489
Publisher: Combustion Institute
DOI: 10.1016/j.proci.2020.06.234

Numerical and experimental investigation of turbulent n-heptane jet-in-hot-coflow flames

Author(s): Zhiyi Li, Michael J. Evans, Jingjing Ye, Paul R. Medwell, Alessandro Parente
Published in: Fuel, 283, 2021, Page(s) 118748, ISSN 0016-2361
Publisher: Elsevier BV
DOI: 10.1016/j.fuel.2020.118748

Feature extraction and artificial neural networks for the on-the-fly classification of high-dimensional thermochemical spaces in adaptive-chemistry simulations

Author(s): Giuseppe D’Alessio, Alberto Cuoci, Alessandro Parente
Published in: Data-Centric Engineering, 2, 2021, ISSN 2632-6736
Publisher: Cambridge University Press & Assessment
DOI: 10.1017/dce.2021.2

OptiSMOKE++: A toolbox for optimization of chemical kinetic mechanisms

Author(s): Magnus Fürst, Andrea Bertolino, Alberto Cuoci, Tiziano Faravelli, Alessio Frassoldati, Alessandro Parente
Published in: Computer Physics Communications, 264, 2021, Page(s) 107940, ISSN 0010-4655
Publisher: Elsevier BV
DOI: 10.1016/j.cpc.2021.107940

Reactive structures and NOx emissions of methane/hydrogen mixtures in flameless combustion

Author(s): M. Ferrarotti, W. De Paepe, A. Parente
Published in: International Journal of Hydrogen Energy, 46/68, 2021, Page(s) 34018-34045, ISSN 0360-3199
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.ijhydene.2021.07.161

Combustion modeling using Principal Component Analysis: A posteriori validation on Sandia flames D, E and F

Author(s): Mohammad Rafi Malik, Pedro Obando Vega, Axel Coussement, Alessandro Parente
Published in: Proceedings of the Combustion Institute, 38/2, 2021, Page(s) 2635-2643, ISSN 1540-7489
Publisher: Combustion Institute
DOI: 10.1016/j.proci.2020.07.014

Non-Premixed Filtered Tabulated Chemistry: Filtered Flame Modeling of Diffusion Flames

Author(s): Pedro Javier Obando Vega, Axel Coussement, Amsini Sadiki, Alessandro Parente
Published in: Fuels, 2/2, 2021, Page(s) 87-107, ISSN 2673-3994
Publisher: MDPI
DOI: 10.3390/fuels2020006

Application of machine learning for filtered density function closure in MILD combustion

Author(s): Zhi X. Chen, Salvatore Iavarone, Golnoush Ghiasi, Veeraraghavan Kannan, Giuseppe D’Alessio, Alessandro Parente, Nedunchezhian Swaminathan
Published in: Combustion and Flame, 225, 2021, Page(s) 160-179, ISSN 0010-2180
Publisher: Elsevier BV
DOI: 10.1016/j.combustflame.2020.10.043

Digital twin of a combustion furnace operating in flameless conditions: reduced-order model development from CFD simulations

Author(s): Gianmarco Aversano, Marco Ferrarotti, Alessandro Parente
Published in: Proceedings of the Combustion Institute, 38/4, 2021, Page(s) 5373-5381, ISSN 1540-7489
Publisher: Combustion Institute
DOI: 10.1016/j.proci.2020.06.045

On the Influence of Kinetic Uncertainties on the Accuracy of Numerical Modeling of an Industrial Flameless Furnace Fired With NH3/H2 Blends: A Numerical and Experimental Study

Author(s): Marco Ferrarotti, Andrea Bertolino, Ruggero Amaduzzi, Alessandro Parente
Published in: Frontiers in Energy Research, 8, 2020, ISSN 2296-598X
Publisher: Frontiers Media
DOI: 10.3389/fenrg.2020.597655

Combination of polynomial chaos and Kriging for reduced-order model of reacting flow applications

Author(s): Gianmarco Aversano, Giuseppe D’Alessio, Axel Coussement, Francesco Contino, Alessandro Parente
Published in: Results in Engineering, 10, 2021, Page(s) 100223, ISSN 2590-1230
Publisher: Elsevier BV
DOI: 10.1016/j.rineng.2021.100223

Evaluation of Modeling Approaches for MILD Combustion Systems With Internal Recirculation

Author(s): Ruggero Amaduzzi, Giuseppe Ceriello, Marco Ferrarotti, Giancarlo Sorrentino, Alessandro Parente
Published in: Frontiers in Mechanical Engineering, 6, 2020, ISSN 2297-3079
Publisher: Frontiers Media
DOI: 10.3389/fmech.2020.00020

PCAfold: Python software to generate, analyze and improve PCA-derived low-dimensional manifolds

Author(s): Kamila Zdybał, Elizabeth Armstrong, Alessandro Parente, James C. Sutherland
Published in: SoftwareX, 12, 2020, Page(s) 100630, ISSN 2352-7110
Publisher: Elsevier BV
DOI: 10.1016/j.softx.2020.100630

Generalised Eddy Dissipation Concept for MILD combustion regime at low local Reynolds and Damköhler numbers. Part 1: Model framework development

Author(s): Michał T. Lewandowski, Alessandro Parente, Jacek Pozorski
Published in: Fuel, 278, 2020, Page(s) 117743, ISSN 0016-2361
Publisher: Elsevier BV
DOI: 10.1016/j.fuel.2020.117743

On the role of mixing models in the simulation of MILD combustion using finite-rate chemistry combustion models

Author(s): Marco Ferrarotti, Zhiyi Li, Alessandro Parente
Published in: Proceedings of the Combustion Institute, 2018, ISSN 1540-7489
Publisher: Combustion Institute
DOI: 10.1016/j.proci.2018.07.043

Principal component analysis coupled with nonlinear regression for chemistry reduction

Author(s): Mohammad Rafi Malik, Benjamin J. Isaac, Axel Coussement, Philip J. Smith, Alessandro Parente
Published in: Combustion and Flame, 187, 2018, Page(s) 30-41, ISSN 0010-2180
Publisher: Elsevier BV
DOI: 10.1016/j.combustflame.2017.08.012

Large Eddy Simulation of MILD combustion using finite rate chemistry: Effect of combustion sub-grid closure

Author(s): Zhiyi Li, Alberto Cuoci, Alessandro Parente
Published in: Proceedings of the Combustion Institute, 2018, ISSN 1540-7489
Publisher: Combustion Institute
DOI: 10.1016/j.proci.2018.09.033

Assessment of On-the-Fly Chemistry Reduction and Tabulation Approaches for the Simulation of Moderate or Intense Low-Oxygen Dilution Combustion

Author(s): Zhiyi Li, Michał T. Lewandowski, Francesco Contino, Alessandro Parente
Published in: Energy & Fuels, 32/10, 2018, Page(s) 10121-10131, ISSN 0887-0624
Publisher: American Chemical Society
DOI: 10.1021/acs.energyfuels.8b01001

Finite-rate chemistry modelling of non-conventional combustion regimes using a Partially-Stirred Reactor closure: Combustion model formulation and implementation details

Author(s): Zhiyi Li, Marco Ferrarotti, Alberto Cuoci, Alessandro Parente
Published in: Applied Energy, 225, 2018, Page(s) 637-655, ISSN 0306-2619
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.apenergy.2018.04.085

Comprehensive numerical study of the Adelaide Jet in Hot-Coflow burner by means of RANS and detailed chemistry

Author(s): Zhiyi Li, Alberto Cuoci, Amsini Sadiki, Alessandro Parente
Published in: Energy, 139, 2017, Page(s) 555-570, ISSN 0360-5442
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.energy.2017.07.132

Finite-rate chemistry modelling of non-conventional combustion regimes

Author(s): Zhiyi Li, Alberto Cuoci, Amsini Sadiki, Alessandro Parente
Published in: Energy Procedia, 142, 2017, Page(s) 1570-1576, ISSN 1876-6102
Publisher: Elsevier BV
DOI: 10.1016/j.egypro.2017.12.608

Application of Reduced-Order Models based on PCA & Kriging for the development of digital twins of reacting flow applications

Author(s): G. Aversano, A. Bellemans, Z. Li, A. Coussement, O. Gicquel, A. Parente
Published in: Computers & Chemical Engineering, 2018, ISSN 0098-1354
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.compchemeng.2018.09.022

PCA and Kriging for the efficient exploration of consistency regions in Uncertainty Quantification

Author(s): Gianmarco Aversano, John Camilo Parra-Alvarez, Benjamin J. Isaac, Sean T. Smith, Axel Coussement, Olivier Gicquel, Alessandro Parente
Published in: Proceedings of the Combustion Institute, 2018, ISSN 1540-7489
Publisher: Combustion Institute
DOI: 10.1016/j.proci.2018.07.040

Feature extraction and reduced-order modelling of nitrogen plasma models using principal component analysis

Author(s): Aurélie Bellemans, Gianmarco Aversano, Axel Coussement, Alessandro Parente
Published in: Computers & Chemical Engineering, 115, 2018, Page(s) 504-514, ISSN 0098-1354
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.compchemeng.2018.05.012

Principal component analysis acceleration of rovibrational coarse-grain models for internal energy excitation and dissociation

Author(s): Aurélie Bellemans, Alessandro Parente, Thierry Magin
Published in: The Journal of Chemical Physics, 148/16, 2018, Page(s) 164107, ISSN 0021-9606
Publisher: American Institute of Physics
DOI: 10.1063/1.5018927

Key Modeling Aspects in the Simulation of a Quasi-industrial 20 kW Moderate or Intense Low-oxygen Dilution Combustion Chamber

Author(s): M. Ferrarotti, M. Fürst, E. Cresci, W. de Paepe, A. Parente
Published in: Energy & Fuels, 32/10, 2018, Page(s) 10228-10241, ISSN 0887-0624
Publisher: American Chemical Society
DOI: 10.1021/acs.energyfuels.8b01064

Prediction of flammable range for pure fuels and mixtures using detailed kinetics

Author(s): Andrea Bertolino, Alessandro Stagni, Alberto Cuoci, Tiziano Faravelli, Alessandro Parente, Alessio Frassoldati
Published in: Combustion and Flame, 207, 2019, Page(s) 120-133, ISSN 0010-2180
Publisher: Elsevier BV
DOI: 10.1016/j.combustflame.2019.05.036

Characterization of jet-in-hot-coflow flames using tangential stretching rate

Author(s): Zhiyi Li, Riccardo Malpica Galassi, Pietro Paolo Ciottoli, Alessandro Parente, Mauro Valorani
Published in: Combustion and Flame, 208, 2019, Page(s) 281-298, ISSN 0010-2180
Publisher: Elsevier BV
DOI: 10.1016/j.combustflame.2019.06.023

A multiscale combustion model formulation for NO predictions in hydrogen enriched jet flames

Author(s): Salvatore Iavarone, Marianna Cafiero, Marco Ferrarotti, Francesco Contino, Alessandro Parente
Published in: International Journal of Hydrogen Energy, 44/41, 2019, Page(s) 23436-23457, ISSN 0360-3199
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.ijhydene.2019.07.019

Adaptive chemistry via pre-partitioning of composition space and mechanism reduction

Author(s): Giuseppe D’Alessio, Alessandro Parente, Alessandro Stagni, Alberto Cuoci
Published in: Combustion and Flame, 211, 2020, Page(s) 68-82, ISSN 0010-2180
Publisher: Elsevier BV
DOI: 10.1016/j.combustflame.2019.09.010

Heat Release Rate Markers for the Adelaide Jet in Hot Coflow Flame

Author(s): Marco Ferrarotti, Ruggero Amaduzzi, Davide Bascherini, Chiara Galletti, Alessandro Parente
Published in: Frontiers in Mechanical Engineering, 6, 2020, ISSN 2297-3079
Publisher: Frontiers
DOI: 10.3389/fmech.2020.00005

Impact of the Partitioning Method on Multidimensional Adaptive-Chemistry Simulations

Author(s): Giuseppe D'Alessio, Alberto Cuoci, Gianmarco Aversano, Mauro Bracconi, Alessandro Stagni, Alessandro Parente
Published in: Energies, 13/10, 2020, Page(s) 2567, ISSN 1996-1073
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/en13102567

NOx Formation in MILD Combustion: Potential and Limitations of Existing Approaches in CFD

Author(s): Salvatore Iavarone, Alessandro Parente
Published in: Frontiers in Mechanical Engineering, 6, 2020, ISSN 2297-3079
Publisher: Frontiers
DOI: 10.3389/fmech.2020.00013

Generalised Eddy Dissipation Concept for MILD combustion regime at low local Reynolds and Damköhler numbers. Part 2: Validation of the model

Author(s): Michał T. Lewandowski, Zhiyi Li, Alessandro Parente, Jacek Pozorski
Published in: Fuel, 278, 2020, Page(s) 117773, ISSN 0016-2361
Publisher: Elsevier BV
DOI: 10.1016/j.fuel.2020.117773

An evolutionary, data-driven approach for mechanism optimization: theory and application to ammonia combustion

Author(s): A. Bertolino, M. Fürst, A. Stagni, A. Frassoldati, M. Pelucchi, C. Cavallotti, T. Faravelli, A. Parente
Published in: Combustion and Flame, 229, 2021, Page(s) 111366, ISSN 0010-2180
Publisher: Elsevier BV
DOI: 10.1016/j.combustflame.2021.02.012

Editorial: MILD Combustion: Modelling Challenges, Experimental Configurations, and Diagnostic Tools

Author(s): Alessandro Parente, Mara de Joannon
Published in: Frontiers in Mechanical Engineering, 7, 2021, ISSN 2297-3079
Publisher: Frontiers Media
DOI: 10.3389/fmech.2021.726633

Strategies for Hydrogen-Enriched Methane Flameless Combustion in a Quasi-Industrial Furnace

Author(s): Ruggero Amaduzzi, Marco Ferrarotti, Alessandro Parente
Published in: Frontiers in Energy Research, 8, 2021, ISSN 2296-598X
Publisher: Frontiers Media
DOI: 10.3389/fenrg.2020.590300

Computational Singular Perturbation Method and Tangential Stretching Rate Analysis of Large Scale Simulations of Reactive Flows: Feature Tracking, Time Scale Characterization, and Cause/Effect Identification. Part 1, Basic Concepts

Author(s): M. Valorani, F. Creta, P. P. Ciottoli, R. Malpica Galassi, D. A. Goussis, H. N. Najm, S. Paolucci, H. G. Im, E.-A. Tingas, D. M. Manias, A. Parente, Z. Li, T. Grenga
Published in: Data Analysis for Direct Numerical Simulations of Turbulent Combustion - From Equation-Based Analysis to Machine Learning, 2020, Page(s) 43-64, ISBN 978-3-030-44717-5
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-44718-2_3

Analysis of Turbulent Reacting Jets via Principal Component Analysis

Author(s): Giuseppe D’Alessio, Antonio Attili, Alberto Cuoci, Heinz Pitsch, Alessandro Parente
Published in: Data Analysis for Direct Numerical Simulations of Turbulent Combustion - From Equation-Based Analysis to Machine Learning, 2020, Page(s) 233-251, ISBN 978-3-030-44717-5
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-44718-2_12

Computational Singular Perturbation Method and Tangential Stretching Rate Analysis of Large Scale Simulations of Reactive Flows: Feature Tracking, Time Scale Characterization, and Cause/Effect Identification. Part 2, Analyses of Ignition Systems, Laminar and Turbulent Flames

Author(s): M. Valorani, F. Creta, P. P. Ciottoli, R. Malpica Galassi, D. A. Goussis, H. N. Najm, S. Paolucci, H. G. Im, E.-A. Tingas, D. M. Manias, A. Parente, Z. Li, T. Grenga
Published in: Data Analysis for Direct Numerical Simulations of Turbulent Combustion - From Equation-Based Analysis to Machine Learning, 2020, Page(s) 65-88, ISBN 978-3-030-44717-5
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-44718-2_4

Numerical Investigation of Lifted Turbulent Flame With PaSR and FPV Models

Author(s): Zhiyi Li, Rihab Mahmoud, Amsini Sadiki, Alessandro Parente
Published in: 12th International ERCOFTAC Symposium on Engineering Turbulence Modelling and Measurements, 2018
Publisher: ETMM12

Feature Extraction by means of Unsupervised Learning Techniques on LES combustion data

Author(s): G. D'Alessio, G. Aversano, Z. Li, A. Parente
Published in: International Conference of Computational Methods in Science and Engineering, 2018
Publisher: AIP

An optimized core mechanism for H2/CO combustion in MILD-like conditions

Author(s): Bertolino, Andrea ;Frassoldati, Alessio;Parente, Alessandro
Published in: 42th Meeting of the Italian Section of the Combustion Institute, 2019
Publisher: Combustion Institute

The role of hydrogen in reducing the ignition delay time in a MILD furnace

Author(s): Ferrarotti, Marco ;Vicens de Cabo, Sergio;Fita-Codina, Adrien;De Paepe, Ward;Parente, Alessandro
Published in: Workshop on MILD combustion: modelling challenges, experimental configurations and diagnostic tools, 2019
Publisher: Workshop on MILD combustion