Sofiane KHELLADI
Full Professor at Arts et Métiers Institute of Technology
Head of Fluid Engineering and Energy Systems Laboratory - LIFSE
(Laboratoire d'Ingénierie des Fluides et des Systèmes Énergétiques - LIFSE)
151 boulevard de l'Hôpital, 75013 Paris
sofiane.khelladi@ensam.eu
Research Activities
Professor Sofiane KHELLADI is a leading researcher in fluid dynamics and energy systems. His work encompasses advanced numerical methods, multi-phase and complex flows, multi-physics coupling, and the aero-hydrodynamics and acoustics of turbomachinery. With a solid foundation in computational fluid dynamics (CFD) and computational aeroacoustics (CAA), his research emphasizes theoretical and numerical approaches, consistently supported by experimental validation to ensure the accuracy and practical applicability of his models. He integrates fluid mechanics, thermodynamics, and acoustics to optimize the performance of fluid and energy systems. Additionally, he has made significant contributions to the rheology of flows in manufacturing processes, with a strong focus on the development and deployment of numerical methods for diverse applications.
Over the past 18 years, Prof. Khelladi has supervised more than 40 PhD students and post-doctoral researchers. He has authored over 100 articles in JCR journals, several book chapters, and holds multiple patents. Since 2020, he has been the Director of the Fluid Engineering and Energy Systems Laboratory (LIFSE) and, since 2018, the Director of the ISYTHERM joint laboratory for thermal management in automotive mobility in collaboration with Valeo Thermal Systems. As the Principal Investigator of numerous academic and industrial projects, he has developed several computational codes, some of which are actively used in the aerospace and automotive industries.
Publications
L. Huang, S. Garbaya, S. Khelladi, "Haptic Interaction with Fluids in Virtual Environment: An Analytical Review", Virtual Reality, 29, 62 https://doi.org/10.1007/s10055-025-01120-5, 2025
E. Douroum, A. Kouadri, S. Khelladi, S. Laouedj, A. Benazza, "Thermohydraulic assessment of mixing behaviors and entropy generation using pseudoplastic fluids in short microfluidic devices", International Communications in Heat and Mass Transfer, https://doi.org/10.1016/j.icheatmasstransfer.2024.108501, 2025
E. Solaï, T. Capurso, S. Khelladi, "Numerical study of a novel jet-grid approach for Li-ion batteries cooling", Energy Conversion and Management: X, 2025, https://doi.org/10.1016/j.ecmx.2024.100832
M. Deligant, C. Romero, X. Nogueira, L. Ramirez, M. Specklin, F. Bakir, S. Khelladi, "Very high order finite volume solver for multi component two-phase flow with phase change using a posteriori Multi-dimensional Optimal Order Detection", Computers and Fluids, vol. 288, 2025, https://doi.org/10.1016/j.compfluid.2024.106509
A. Benbeghila, R. Ouzani, A. Benderradji, Ch. Abid, S. Khelladi, "Investigation of Asymmetric Heating in Poiseuille-Rayleigh-Bénard Water Flow: A Numerical Study", International Communications in Heat and Mass Transfer, vol. 160, 2025, https://doi.org/10.1016/j.icheatmasstransfer.2024.108404
A. Benbeghila, R. Ouzani, A. Benderradji, Z. Alloui, S. Khelladi, "Linear stability of Rayleigh-Bénard-Poiseuille flow of water near 4°C in a channel bounded by slip walls", International Communications in Heat and Mass Transfer, vol. 160, 2025, https://doi.org/10.1016/j.icheatmasstransfer.2024.108370.
M. Mama, E. Solaï, T. Capurso, A. Danlos, S. Khelladi, "Comprehensive review of multi-scale Lithium-ion batteries modeling: from electro-chemical dynamics up to heat transfer in battery thermal management system", Energy Conversion and Management, , Vol. 325, 2025, https://doi.org/10.1016/j.enconman.2024.119223
T. Ait-Ali, S. Khelladi, F. Bakir, N. Hannoun, X. Nogueira, L. Ramirez, "A Diffuse Interface Model for Cavitation Taking into Account Capillary Forces", International Journal for Numerical Methods in Fluids, 2024, https://doi.org/10.1002/fld.5350
R. Ouzani, S. Khelladi, X. Nogueira, "High thermal Rayleigh number with double-diffusive finger convection: Effect of nonlinear equation of state", International Communications in Heat and Mass Transfer, Vol. 158, 107861, 2024, https://doi.org/10.1016/j.icheatmasstransfer.2024.107861
M.N. Hamlaoui, A. Bouhelal, A. Smaili, S. Khelladi, H. Fellouah, "An inverse CFD actuator disk method for aerodynamic design and performance optimization of Horizontal Axis Wind Turbine blades", Energy Conversion and Management, Volume 316, 2024, 118818, https://doi.org/10.1016/j.enconman.2024.118818
J.-H. Beaux, J. Girardeau, S. Khelladi, M. Deligant, Ch. Perilhon, "Numerical Investigations of Flows and Heat Transfer in Turbine Disc Cavities", ASME - Journal of Engineering for Gas Turbines and Power, 2024, 146(10): 101016, https://doi.org/10.1115/1.4065632
L. Ramírez, J. Fernández-Fidalgo, J. París, M. Deligant, S. Khelladi, X. Nogueira. A very fast high-order flux reconstruction for Finite Volume schemes for Computational Aeroacoustics. Engineering with Computers, 2024, https://doi.org/10.1007/s00366-024-02039-2
A. Kouadri, E. Douroum, A.R. El Ouederni, A. Benazza, S. Laouedj, S. Khelladi, "Assessment of mixing behaviors of non-Newtonian pseudoplastic fluids in short microdevices", International Communications in Heat and Mass Transfer, Vol. 155, 2024, https://doi.org/10.1016/j.icheatmasstransfer.2024.107500
M. Zarbini Seydani, A. Krimi, S. Khelladi, M. Bedel, M. El Mansori, "3D numerical simulation and experimental validation of resin-bonded sand gravity casting: Filling, cooling, and solidification with SPH and ProCAST approaches", Thermal Science and Engineering Progress, Vol. 47, 2024, https://doi.org/10.1016/j.tsep.2023.102329.
H.R. Vanaei, S. Khelladi, I. Dobrev, F. Bakir, R.M. Himeur, A. Mammeri, K. Azzouz, "Performance and Efficiency of Cross-Flow Fans - A Review", Energies 2023, 1, 0. https://doi.org/10.3390/en1010000
M. Zarbini Seydani, A. Krimi, M. Bedel, S. Khelladi, M. El Mansori, "A 2D filling and solidification benchmark test: validating smoothed particle hydrodynamics (SPH) simulations for sand gravity casting" Int J Adv Manuf Technol (2023). https://doi.org/10.1007/s00170-023-11892-2
Ch. B. Abed, V.-T. Nguyen, S. Khelladi, M. Deligant, A. Danlos, F. Bakir, "A Novel Experimental Control Method to Suppress Instability in a Centrifugal Compressor with two Counter and Co-rotating Rotors", Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy, 2023, https://doi.org/10.1177/09576509231181547
B. Manser, S. Khelladi, M. Deligant, H. Ragueb, I. Belaidi, F. Bakir, "Performance of hydrodynamic textured journal bearing with the combined influence of elastic deformation and pseudo-plastic lubricant", Proceedings of the Institution of Mechanical Engineers, Part J: Journal of Engineering Tribology. 2023;0(0). doi:10.1177/13506501231179526
R. Ouzani, S. Khelladi, "Numerical study of salt fingers dynamics : effects of the density inversion", Thermal Science and Engineering Progress , Volume 40, 2023, 101770, https://doi.org/10.1016/j.tsep.2023.101770.
F. Zohra, A. Fourar, O. Khanfouf, S. Khelladi, F. Massouh, A. Zeroual, "Experimental study and numerical simulation of fluvial dynamics and sediment transport in instationary flow conditions", Model. Earth Syst. Environ. (2023). https://doi.org/10.1007/s40808-023-01722-5
O. Khanfouf, F. Z. Fourar, A. Fourar, F. Massouh, R. Chiremsel, A. Zeroual, S. Khelladi, "Infuence of model selection on the temperature field and turbulent energy dissipation rate in a hydraulic system with a complex geometry", Modeling Earth Systems and Environment, https://doi.org/10.1007/s40808-022-01591-4, 2022
H.R. Vanaei, S. Khelladi, A. Tcharkhtchi, "Roadmap: Numerical - Experimental Investigation and Optimization of 3D-printed Parts using Response Surface Methodology", Materials, 15, 7193. https://doi.org/10.3390/ma1520719, 2022
R. M. Himeur, S. Khelladi, M. A. Ait Chikh, H. R. Vanaei, I. Belaidi, F. Bakir, "Toward an accurate aerodynamic performance analysis methodology of cross-flow fans", Energies, 15, 5134. https://doi.org/10.3390/en15145134, 2022
A. Megdoud, B. Manser, I. Belaidi, F. Bakir, S. Khelladi, "A reduced-order method with PGD for the analysis of dynamically loaded journal bearing", Comptes Rendus Mécanique, Tome 350, pp. 361-390. doi : 10.5802/crmeca.124, 2022
M. Deligant, M. Pereira, T-M. Laleg Kirati, F.Bakir, S. Khelladi, "Toward a detection approach of surge precursors using a semi-classical signal analysis method", The European Physical Journal Plus, 137, 727, https://doi.org/10.1140/epjp/s13360-022-02923-0, 2022
E. Douroum, A. Kouadri, A. Tahiri, M. Brihmat, S. Khelladi, "Hydrodynamic and kinematic study to analyse the mixing efficiency of short passive micromixers", Industrial & Engineering Chemistry Research, https://doi.org/10.1021/acs.iecr.2c00084, 2022.
H.R. Vanaei, S. Khelladi, M. Deligant, M. Shirinbayan, A. Tcharkhtchi, "Numerical prediction for temperature profile of parts manufactured using fused filament fabrication", Journal of Manufacturing Processes, Volume 76, pp. 548-558, https://doi.org/10.1016/j.jmapro.2022.02.042, 2022.
R. Ouzani, Z. Alloui, S. Khelladi, M. Specklin, "Dynamics of fingering convection: a numerical study", Environmental Fluid Mechanics, DOI: http://dx.doi.org/10.1007/s10652-022-09838-5, 2022
P. Tomov, L. Pora, R. Paridaens, T. Magne, M. Kebdani, S. Khelladi, F. Bakir, "Study of the Hydraulic Performances of Two Inducers in Water—CO2 Mixture—Toward Performance Improvement With Suppression of Prerotation." ASME. J. Fluids Eng., 144(4): 041203. https://doi.org/10.1115/1.4052951, 2022
M. N. Hamlaoui, A. Smaili, I. Dobrev, M. Pereira, H. Fellouah, S. Khelladi, "Numerical and Experimental Investigations of HAWT Near Wake Predictions using Particle Image Velocimetry and Actuator Disk Method", Energy, Volume 238, Part B, 121660, https://doi.org/10.1016/j.energy.2021.121660, 2022
V.-T. Nguyen, Ch. B. Abed, A. Danlos, F. Ravelet, R. Paridaens, M. Deligant, S. Khelladi, F. Bakir, "Experimental study of a novel centrifugal compressor with two successive and independent rotors", ASME. J. Eng. Gas Turbines Power; 144(1): 011005. https://doi.org/10.1115/1.4052506, 2022
V.T. Nguyen, A. Danlos, F. Ravelet, M. Deligant, M. Solis, S. Khelladi, F. Bakir, Numerical Analysis of a Novel Twin-Impeller Centrifugal Compressor. Computation 2021, 9, 143. https://doi.org/10.3390/computation9120143
H.R. Vanaei, M. Shirinbayan, M. Deligant, S. Khelladi, A. Tcharkhtchi, "In-Process Monitoring of Temperature Evolution during Fused Filament Fabrication: A Journey from Numerical to Experimental Approaches", Thermo, Vol1, pp 332–360. https://doi.org/10.3390/thermo1030021, 2021
Ch.B. Abed, S. Khelladi, M. Deligant, A. El Marjani, M. Solis, F. Bakir, "Experimental Validation of the Aerodynamic Performance of an Innovative Counter-rotating Centrifugal Compressor", Energies, 14, 2582, https://doi.org/10.3390/en14092582, 2021
A. Kouadri, E. Douroum, Y. Lasbet, T.T. Naas, S. Khelladi, M. Makhlouf, "Comparative study of mixing behaviors using non-Newtonian fluid flows in passive micromixers", International Journal of Mechanical Sciences, Volume 201, 2021, 106472 (https://doi.org/10.1016/j.ijmecsci.2021.106472)
E. Douroum, S. Laouedj, A. Kouadri, T.T. Naas, S. Khelladi, A. Benazza, "High hydrodynamic and thermal mixing performances of efficient chaotic micromixers: a comparative study", Chemical Engineering and Processing - Process Intensification, 2021, 108394, https://doi.org/10.1016/j.cep.2021.108394.
L. Bourabia, C.B. Abed, M. Cerdoun, S. Khalfallah, M. Deligant, S. Khelladi, T. Chettibi, "Aerodynamic preliminary design optimization of a centrifugal compressor turbocharger based on a one-dimensional mean-line model", Engineering Computations, Vol. 38 No. 9, pp. 3438-3469. https://doi.org/10.1108/EC-09-2020-0508, 2021
H.R. Vanaei, M. Shirinbayan, S. Vanaei, J. Fitoussi, S. Khelladi, A. Tcharkhtchi, "Multi-scale Damage Analysis and Fatigue Behavior of PLA Manufactured by Fused Deposition Modeling (FDM)", Rapid Prototyping Journal, https://doi.org/10.1108/RPJ-11-2019-0300, 2021. (Top cited)
R. Ouzani, M. Si-Ameur, S. Khelladi, A. Danlos, “Mixing in turbulent compressible heated coaxial jets: A numerical study", International Journal of Hydrogen Energy, Vol. 45, Issue 33, pp. 16816-16837, https://doi.org/10.1016/j.ijhydene.2020.01.194, 2020
A. Boumehani, B. Noura, R. Kerfah, S. Khelladi, I. Dobrev, “Numerical Investigation of the Blade Profile Effect on the Aerodynamic Performance of a Vertical-Axis Wind Turbine Darrieus H-Rotor”, Journal of Thermal Engineering 6(6):388-402, 10.18186/thermal.833673, 2020
F. Ravelet, A. Danlos, F. Bakir, K. Croci, S. Khelladi, Ch. Sarraf, "Development of Attached Cavitation at Very Low Reynolds Numbers from Partial to Super-Cavitation", Applied Science, 10(20), 7350; https://doi.org/10.3390/app10207350, 2020
A. Krimi, L. Ramírez; Khelladi, S., F. Navarrina, M. Deligant, X. Nogueira, "Improved δ-SPH Scheme with Automatic and Adaptive Numerical Dissipation". Water, 12, 2858, https://doi.org/10.3390/w12102858, 2020
H.R. Vanaei, M. Deligant, M. Shirinbayan, K. Raissi, J. Fitoussi, S. Khelladi, A. Tcharkhtchi, "A comparative in-process monitoring of temperature profile in fused filament fabrication", Polymer Engineering and Science, https://doi.org/10.1002/pen.25555, 2020
T.T. Naas, A. Kouadri, S. Khelladi, L. Laib: "Thermal mixing performances of shear-thinning non-Newtonian fluids inside Two-Layer Crossing Channels Micromixer using entropy generation method: Comparative study", Chemical Engineering and Processing - Process Intensification, 108096, https://doi.org/10.1016/j.cep.2020.108096, 2020
M. Théodore, R. Parideans, S. Khelladi, F. Bakir, P. Tomov, L. Pora: "Experimental Study of the Hydraulic Performances of Two Three-Bladed Inducers in Water, Water with Dissolved CO2 and Jet Fuel." ASME. J. Fluids Eng. doi: https://doi.org/10.1115/1.4048143, 2020
H. Vanaei, K. Raissi, M. Deligant, M. Shirinbayan, J. Fitoussi, S. Khelladi, A. Tchatkhtchi: "Towards the Understanding of Temperature Effect on Bonding Strength, Dimensions and Geometry of 3D-printed Parts", Journal of Materials Science, 55, pages14677-14689, 2020
H. Vanaei, M. Shirinbayan, S.F. Costa, F.M. Duarte, J.A. Covas, M. Deligant, S. Khelladi, A. Tcharkhtchi: "Experimental study of PLA Thermal Behavior during Fused Filament Fabrication (FFF)", Journal of Applied Polymer Science, https://doi.org/10.1002/app.49747, 2020
Ch. Foulquié, S. Khelladi, M. Deligant, L. Ramirez, X. Nogueira, J. Mardjono: "Numerical Assessment of Fan Blades Screen Effect onFan/OGV Interaction Tonal Noise", Journal of Sound and Vibration, Vol. 481, 115428, 2020
H. Vanaei, M. Deligant, K. Raissi, S. Khelladi, A. Tcharkhtchi: "Influence of process parameters on thermal and mechanical properties of PLA fabricated by Fused Filament Fabrication", Polymer Engineering and Science, https://doi.org/10.1002/pen.25419, 2020
A. Kouadri, M. Douroum, S. Khelladi: "Parametric study of the crossing elongation effect on the mixing performances using short Two-Layer Crossing Channels Micromixer (TLCCM) geometry", Chemical Engineering Research and Design, Vol. 158, June 2020, pp. 33-43, 2020.
T. Magne, R. Paridaens, F. Ravelet, S. Khelladi, F. Bakir, P. Tomov, L. Pora : "Effect of Gas Content on the Cavitating and Non-Cavitating Performance of an Axial Three-Bladed Inducer", Multiphase Science and Technology, DOI: 10.1615/MultScienTechn.2020031533, 2020
Nogueira X., Ramirez L., Fernández-Fidalgo J., Deligant M., Khelladi S., Chassaing J.-C., Navarrina F. : "An a posteriori-implicit turbulent model with automatic dissipation adjustment for Large Eddy Simulation of compressible flows", Computers and Fluids, Vol.197, 104371, 2020
A. Martínez, L. Ramirez, X. Nogueira, S. Khelladi, F. Navarrina : "A high-order finite volume method with improved isotherms reconstruction for the computation of multiphase flows using the Navier-Stokes-Korteweg equations", Computers & Mathematics with Applications, Volume 79, Issue 3, pp. 673-696, 2020
B. Mancer, I. Belaidi, S. Khelladi, M. A. Ait Chikh, M. Deligant, F. Bakir : "Computational investigation on the performance of hydrodynamic micro-textured journal bearing lubricated with micropolar fluid using mass-conserving numerical approach", Journal of Engineering Tribology, DOI:10.1177/1350650119894167, 2019
B. Mancer, I. Belaidi, A. Hamrani S. Khelladi, F. Bakir, "Texture shape effects on hydrodynamic journal bearing performances using mass-conserving numerical approach", Tribology - Materials Surfaces & Interfaces, Volume 14, 2020 - Issue 1, pp. 33-50, 2019
M. A. Ait Chikh, I. Belaidi, S. Khelladi, A. Hamrani, M. Deligant, F. Bakir: Coupling of inverse method and cuckoo search algorithm for multi-objective optimization design of an axial flow pump, Journal of Power and Energy, 233(8), pp. 988-1006. https://doi.org/10.1177/0957650919844112, 2019
B. Manser, I. Belaidi, A. Hamrani, S. Khelladi, F. Bakir: Performance of hydrodynamic journal bearing under the combined influence of textured surface and journal misalignment: A numerical survey. Comptes Rendus Mecanique, Vol. 347, Issue 2, pp. 141-165, 2019 (DOI:10.1016/j.crme.2018.11.002)
S. Aid, A. Eddhahak, S. Khelladi, Z. Ortega, S. Chaabani, A. Tcharkhtchi: On the miscibility of PVDF/PMMA polymer blends: Thermodynamics, experimental and numerical investigations. Polymer Testing, Vol. 73, pp. 222-231, 2019 (DOI:10.1016/j.polymertesting.2018.11.036)
A. Sanitas, M. Bedel, S. Khelladi, M. El Mansori: Mastering of the Filling Stage in Low Pressure Sand Casting Process. Materials Science Forum, Vol. 941, pp. 2306-2312, 2018 (DOI:10.4028/www.scientific.net/MSF.941.2306)
S.T.W. Kuruneru, E. Marechal, M. Deligant, E. Sauret, S. Khelladi, F. Ravelet, S. Chandra Saha, Y. T. Gu:A Comparative Study of Mixed Resolved–Unresolved CFD-DEM and Unresolved CFD-DEM Methods for the Solution of Particle-Laden Liquid Flows. Archives of Computational Methods in Engineering, pp. 1-16, 2018 (DOI:10.1007/s11831-018-9282-3)
A. Krimi, S. Khelladi, X. Nogueira, M. Deligant, R. Ata, M. Rezoug:Multiphase Smoothed Particle Hydrodynamics approach for modeling Soil-Water interactions. Advances in Water Resources, Vol. 121, pp. 189-205, 2018 (DOI:10.1016/j.advwatres.2018.08.004)
L. Ramirez, X. Nogueira, S. Khelladi, A. Krimi, I. Colominas:A very accurate Arbitrary Lagrangian-Eulerian meshless method for Computational Aeroacoustics. Computer Methods in Applied Mechanics and Engineering , Vol. 342, pp 116-141, 2018 (DOI:10.1016/j.cma.2018.07.036)
A. Krimi, M. Rezoug, S. Khelladi, X. Nogueira, M. Deligant, L. Ramírez:Smoothed Particle Hydrodynamics : A consistent model for interfacial multiphase fluid flow simulations. Journal of Computational Physics, Vol. 358, pp. 53-87, 2018 (DOI:10.1016/j.jcp.2017.12.006)
M. Ait-Chikh, I. Belaidi, S. Khelladi, J. Paris, M. Deligant, F. Bakir:Efficiency of Bio- and Socio-inspired Optimization Algorithms for Axial Turbomachinery Design. Applied Soft Computing, Vol. 64, pp. 282-306, 2018 (DOI:10.1016/j.asoc.2017.11.048)
L. Ramírez, X. Nogueira, P. Ouro, · F. Navarrina, S. Khelladi, I. Colominas:A Higher-Order Chimera Method for Finite Volume Schemes. Archives of Computational Methods in Engineering, Vol. 25, Issue 3, pp 691–706, 2018 (DOI:10.1007/s11831-017-9213-8)
T. Azzam, R. Paridaens, F. Ravelet, S. Khelladi, H. Oualli, F. Bakir:Experimental investigation of an actively controlled automotive cooling fan using steady air injection in the leakage gap. Proceedings of the Institution of Mechanical Engineers Part A Journal of Power and Energy, Vol. 231(1), pp. 59-67, 2017 (DOI:10.1177/0957650916688120)
B. Noura, I. Dobrev, S. Khelladi, F. Massouh:3D unsteady flow analysis around a rotor blade of horizontal axis wind turbine-Rutland 503, International Journal of Energy and Statistics, Vol. 04, No. 03, 1650013, 2016 (DOI:10.1142/S2335680416500137)
B. Cherabi, A. Hamrani, I. Belaidi, S. Khelladi, F. Bakir:An efficient reduced-order method with PGD for solving journal bearing hydrodynamic lubrication problems, Vol. 344, Issue 10, pp. 689–714, 2016 (DOI:10.1016/j.crme.2016.05.006)
B. Noura, I. Dobrev, R. Kerfah, F. Massouh, S. Khelladi:Investigation of the Rotor Wake of Horizontal Axis Wind Turbine under Yawed Condition. Journal of Applied Fluid Mechanics, Vol. 9, No. 6, pp. 2695-2705, 2016 (http://jafmonline.net/JournalArchive/download?file_ID=41372&issue_ID=237)
S. Zouaoui, H. Djebouri, K. Mohammedi, S. Khelladi, A. Ait Aider:Experimental study on the effects of big particles physical characteristics on the hydraulic transport inside a horizontal pipe. Chinese Journal of Chemical Engineering, Vol. 24, Issue 2, pp. 317–322, 2016 (DOI:10.1016/j.cjche.2015.12.007)
X. Nogueira, L. Ramirez, S. Khelladi, J.-C. Chassaing, I. Colominas:A high-order density-based finite volume method for the computation of all-speed flows. Computer Methods in Applied Mechanics and Engineering, vol. 298, pp 229–251, 2016 (DOI:10.1016/j.cma.2015.10.004)
A. Hamidi, S. Farzaneh, F. Nony, Z. Ortega, S. Khelladi, M. Monzon, F. Bakir, A. Tcharkhtchi:Modelling of sintering during rotational moulding of the thermoplastic polymers. International Journal of Material Forming Vol. 9, Issue 4, pp 519–530, 2016 (DOI:10.1007/s12289-015-1239-6)
P. Tomov, S. Khelladi, F. Ravelet, Ch. Sarraf, F. Bakir, P. Vertenoeuil:Experimental study of aerated cavitation in a horizontal venturi nozzle. Experimental Thermal and Fluid Science, Vol. 70, pp 85–95, 2016
A. Hamidi, S. Khelladi, L. Illoul, M. Shirinbayan, F. Bakir, A. Tcharkhtchi:Implementation of Surface Tension force in Fluid Flow during Reactive Rotational Molding. International Journal of Material Forming, Vol. 9, Issue 2, pp 131–148, 2016 (DOI:10.1016/j.compfluid.2015.06.019)
P. Tomov, A. Danlos, S. Khelladi, F. Ravelet, Ch. Sarraf, F. Bakir:POD study of aerated cavitation in a venturi nozzle. Journal of Physics Conference Series Vol. 656(1):012171, 2015 (DOI:10.1016/j.expthermflusci.2015.08.018)
A. Hamidi, S. Khelladi, L. Illoul, M. Shirinbayan, F. Bakir, A. Tcharkhtchi:Modelling Surface Tension with Smoothed Particle Hydrodynamics in Reactive Rotational Moulding. Computers & Fluids, vol. 118, pp 191–203, 2015 (DOI:10.1016/j.compfluid.2015.06.019)
L. Ramirez, C. Foulquié, X. Nogueira, S. Khelladi, J.-C. Chassaing, I. Colominas:New High-Resolution-Preserving Sliding mesh Techniques for Higher-order Finite Volume Schemes. Computers & Fluids, vol. 118, pp. 114–130, 2015 (DOI:10.1016/j.compfluid.2015.06.008)
M. Deligant, M. Specklin, S. Khelladi:A Naturally Anti-Diffusive Compressible Two-Phase Kapila Model with Boundedness Preservation Coupled to a High Order Finite Volume Solver. Computers & Fluids, Vol. 114, Pages 265–273, 2015 (DOI:10.1016/j.compfluid.2015.03.004)
R. Campos–Amezcua, F. Bakir, A. Campos–Amezcua, S. Khelladi, M. Palacios, R. Rey:Numerical analysis of unsteady cavitating flow in an axial inducer. Applied Thermal Engineering, Vol. 75, pp. 1302-1310, 2015 (online since 2014) (DOI:10.1016/j.applthermaleng.2014.07.063)
L. Ramírez, X. Nogueira, S. Khelladi, J.-C. Chassaing, I. Colominas:A new higher-order finite volume method based on Moving Least Squares for the resolution of the incompressible Navier–Stokes equations on unstructured grids. Computer Methods in Applied Mechanics and Engineering, vol. 278, pp. 883–901, 2014 (DOI:10.1016/j.cma.2014.06.028)
S. Rivière, S. Khelladi, S. Farzaneh, F. Bakir, A. Tcharkhtchi:Simulation of Polymer Flow Using Smoothed Particle Hydrodynamics Method. Polymer Engineering and Science, vol. 52 (12), pp. 2509-2518, 2013 (DOI:10.1002/pen.23512)
R. Ata, S. Pavan, S. Khelladi, E. F. Toro:A Weighted Average Flux (WAF) scheme applied to shallow water equations for real-life applications. Advances in Water Resources, Vol. 62, Part A, pp. 155–172, 2013 (DOI:10.1016/j.advwatres.2013.09.019)
R. Campos–Amezcua, S. Khelladi, Z. Mazur-Czerwiec, F. Bakir, A. Campos-Amezcua, R. Rey:Numerical and experimental study of cavitating flow through an axial inducer considering tip clearance. Proceedings of the Institution of Mechanical Engineers Part A Journal of Power and Energy, Vol. 227 (8), pp. 858-868, 2013 (DOI:10.1177/0957650913497357)
A. Zaaraoui, F. Ravelet, F. Margnat, S. Khelladi:High Accuracy Volume Flow Rate Measurement Using Vortex Counting. Flow Measurement and Instrumentation, Vol. 33, pp. 138–144, 2013 (DOI:10.1016/j.flowmeasinst.2013.06.002)
E. Tannoury, S. Khelladi, B. Demory, M. Henner, F. Bakir:Influence of blade compactness and segmentation strategy on tonal noise prediction of an automotive engine cooling fan. Applied Acoustics, Vol. 74, Issue 5, pp. 782-787, 2013 (DOI:10.1016/j.apacoust.2012.11.015)
F. Ravelet, F. Bakir, S. Khelladi, R. Rey:Experimental study of hydraulic transport of large particles in horizontal pipes. Experimental Thermal and Fluid Science, Vol. 45, pp. 187-197, 2013 (DOI:10.1016/j.expthermflusci.2012.11.003)
J.-C. Chassaing, S. Khelladi, X. Nogueira:Accuracy assessment of a high-order moving least squares finite volume method for compressible flows. Computers & Fluids, vol. 71, pp. 41-53, 2013 (DOI:10.1016/j.compfluid.2012.09.021)
B. Noura, S. Khelladi, R. Dizene, F. Bakir:Numerical Simulation of Surface Roughness Effects on Dynamic Stall of Wind Turbine Blade. Journal of Power and Energy Systems, Vol.7, Issue 1, pp. 32-48, 2013 (DOI:10.1299/jpes.7.32)
J.-C. Chassaing, X. Nogueira, S. Khelladi:Moving Kriging reconstruction for high order finite volume computations of compressible Flows. Computer Methods in Applied Mechanics and Engineering, vol. 253, pp. 463-478, 2013 (DOI:10.1016/j.cma.2012.08.016)
M. Asgarpour, F. Bakir, S. Khelladi, A. Khavandi, A. Tcharkhtchi:3D Model for Powder Compact Densification in Rotational Molding. Polymer Engineering and Science, vol. 52/9, pp. 2033-2040, 2012 (DOI:10.1002/pen.23133)
B. Noura, I. Dobrev, R. Dizene, F. Massouh, S. Khelladi:Experimental study of yawed inflow around wind turbine rotor. Proceedings of the Institution of Mechanical Engineers Part A Journal of Power and Energy, vol. 226/5, pp. 664-673, 2012 (DOI:10.1177/0957650912445015)
E. Tannoury, S. Khelladi, B. Demory, M. Henner, F. Bakir:Tonal Noise Prediction of an Automotive Engine Cooling Fan: Comparison between Analytical Models and Acoustic Analogy Results, Journal of Mechanics Engineering and Automation, Vol. 2, pp. 455-463, 2012 (DOI:10.17265/2159-5275/2012.07.007)
B. Noura, R. Dizène, S. Khelladi:A Numerical Simulation of Turbulence Flow around a Blade Profile of HAWT Rotor in Moving Pulse. Journal of Applied Fluid Mechanics, vol. 5/1, pp. 1-9, 2012 (http://jafmonline.net/JournalArchive/download?file_ID=15324&issue_ID=207)
X. Nogueira, S. Khelladi, I. Colominas, L. Cueto-Felgueroso, José París, Héctor Gómez:High-Resolution Finite Volume Methods on Unstructured Grids for Turbulence and Aeroacoustics. Archives of Computational Methods in Engineering, vol. 18/3, pp 315-340, 2011 (DOI:10.1007/s11831-011-9062-9)
S. Khelladi, X. Nogueira, I. Colominas, F. Bakir:Toward a Higher Order Unsteady Finite Volume Solver Based on Reproducing Kernel Methods. Computer Methods in Applied Mechanics and Engineering, vol. 200, pp. 2348-2362, 2011 (DOI:10.1016/j.cma.2011.04.001)
M. Asgarpour, F. Bakir, S. Khelladi, A. Khavandi, A. Tcharkhtchi:Characterization and Modeling of Sintering of Polymer Particles. Journal of Applied Polymer Science, vol. 119/5, pp. 2784-2792, 2011 (online since 2010) (DOI:10.1002/app.32924)
M. Solis, F. Bakir, S. Khelladi, R. Noguera:Numerical Study on Pressure Fluctuations Reduction in Centrifugal Pumps : Infuence of Radial Gap and Splitter Blades. ISRN Mechanical Engineering, vol 2011, Article ID 479594, 14 pp., 2011 (DOI:10.5402/2011/479594)
X. Nogueira, I. Colominas, L. Cueto-Felgueroso, S. Khelladi, F. Navarrina, M. Casteleiro:Resolution of computational aeroacoustics problems on unstructured grids with a higher-order finite volume scheme. Journal of Computational and Applied Mathematics, vol. 234/7, pp.2089-2097, 2010 (online since 2009) ( DOI:10.1016/j.cam.2009.08.067)
S. Khelladi, Ch. Sarraf, F. Bakir, R. Rey:Study of a High Rotational Speed Shrouded Centrifugal Fan : Aerodynamics and Effects of shroud associated cavity on the Performance. Proceedings of the Institution of Mechanical Engineers Part A Journal of Power and Energy, Vol. 224/5, pp. 691-700, 2010 (online since 2009) (DOI:10.1243/09576509JPE899)
X. Nogueira, S. Khelladi, L. Cueto-Felgueroso, F. Bakir, I. Colominas, Héctor Gómez:Implicit Large-Eddy Simulation with a Moving Least Squares-based finite volume method. IOP Conference Series Materials Science and Engineering, vol. 10/ 012235, 2010 (DOI:10.1088/1757-899X/10/1/012235)
S. Khelladi, F. Bakir:A Consistency Test of Thickness and Loading Noise Codes Using Ffowcs Williams and Hawkings Equation. Advances in Acoustics and Vibration, vol. 2010, Article ID 174361, 6 pp., 2010 (DOI:10.1155/2010/174361)
X. Nogueira, I. Colominas, L. Cueto-Felgueroso, S. Khelladi:On the simulation of wave propagation with a higher-order finite volume scheme based on Reproducing Kernel Methods. Computer Methods in Applied Mechanics and Engineering, vol. 199, pp. 1471-1490, 2010 ( DOI:10.1016/j.cma.2009.12.015)
R. Campos–Amezcua, S. Khelladi, F. Bakir, Z. Mazur-Czerwiec, Ch. Sarraf, R. Rey:Numerical Analysis of Unsteady Cavitating Flow in an Axial Inducer. Proceedings of the Institution of Mechanical Engineers Part A Journal of Power and Energy, vol. 224/2, pp. 223-238, 2010 (DOI:10.1243/09576509JPE647)
S. Khelladi, S. Kouidri, R. Rey:Isom's thickness noise for axial and centrifugal subsonic fans. Journal of Sound and Vibration, vol. 313/1-2, pp. 1-6, 2008 (DOI:10.1016/j.jsv.2008.01.044)
S. Khelladi, S. Kouidri, F. Bakir, R. Rey:Predicting tonal noise from a high rotational speed centrifugal fan. Journal of Sound and Vibration, Vol. 313/1-2, pp. 113-133, 2008 ( DOI:10.1016/j.jsv.2007.11.044)
S. Khelladi, Smaïne Kouidri, F. Bakir, R. Rey:Flow Study in the Impeller-Diffuser Interface of a Vaned Centrifugal Fan. Journal of Fluids Engineering, Vol. 127, pp. 495-502, 2005 (DOI:10.1115/1.1900138)
Books
Industrial Strategies and Solutions for 3D Printing: Applications and Optimization 1st Edition
by Hamid Reza Vanaei, Sofiane Khelladi, Abbas Tcharkhtchi
Abstract
Although the published books or even review papers have covered different features in the field of 3D printing, almost all of them approach the topic from a specific focus. However 3D printing should be considered as a multidisciplinary field; aside from its rapid growth in novel approaches such as data science or artificial neural networks the topic applies comprehensively and rigorously to big data for optimization purposes.
This book provides an overall review of the 3D printing process, the applicable materials, controlling factors, state-of-the-art concepts and applications in different industries, and process optimization considerations. The first part of the book focuses on the applications of 3D printing process while the second part highlights the role of different 3D printing features toward optimization purposes with particular attention on the influence these features play on optimization purposes as well as the role of machine learning in optimization purposes.
Publisher : Wiley; 1st edition (May 29, 2024)
Language : English
Hardcover : 320 pages
ISBN-10 : 139415030X
ISBN-13 : 978-1394150304
Book chapters
Vanaei, S., Vanaei, S., Kanhonou, M., Khelladi, S., Tcharkhtchi, A. and Vanaei, H.R. (2024): Importance of Machine Learning in 3D Bioprinting. In 3D Bioprinting from Lab to Industry (eds P. Saha, S. Thomas, J. Kim and M. Ghosh). 2024, https://doi.org/10.1002/9781119894407.ch13
A. Amoura, S. Khelladi, A. Smaili, M.N. Hamlaoui, Toward a Numerical Modeling of Aeroacoustics Noise Induced by Wind Turbine Farm Using Linearized Euler Equations, Springer Nature, Proceedings of the 1st International Conference on Advanced Renewable Energy Systems, ISBN978-981-99-2776-0, 2023
Chen, L., Deligant, M., Specklin, M., Khelladi, S. (2023). Validation and Application of HEM for Non-ideal Compressible Fluid Dynamic. In: White, M., El Samad, T., Karathanassis, I., Sayma, A., Pini, M., Guardone, A. (eds) Proceedings of the 4th International Seminar on Non-Ideal Compressible Fluid Dynamics for Propulsion and Power. NICFD 2022. ERCOFTAC Series, vol 29. Springer, Cham. https://doi.org/10.1007/978-3-031-30936-6_16
H.R. Vanaei, S. Khelladi, A. Tcharkhtchi: Nanotechnology for Pain-Free Dentistry, Springer Nature Singapore Pte Ltd. 2023 S. Thomas and R. M. Baiju (eds.), Nanomaterials in Dental Medicine, Materials Horizons. From Nature to Nanomaterials, https://doi.org/10.1007/978-981-19-8718-2_6
X. Nogueira, J Fernández-Fidalgo, L. Ramirez,M. Deligant, S. Khelladi, J-C Chassaing, F. Navarrina A Posteriori Methods With Automatic Dissipation Adjustment For The Simulation Of Compressible Flows. Advances in Fluid Mechanics XIII, WIT Transactions on Engineering Sciences, Vol 128, 2020
L. Ramírez, X. Nogueira, P. Ouro, F. Navarrina, S. Khelladi, I Colominas: A Higher-Order Chimera Method Based on Moving Least Squares. Recent Advances in CFD for Wind and Tidal Offshore Turbines, 01/2019: pages 73-82; ISBN: 978-3-030-11886-0, DOI:10.1007/978-3-030-11887-77
A. Martínez, L. Ramírez, X. Nogueira, F. Navarrina, S. Khelladi: A High-Order Finite Volume Method for the Simulation of Phase Transition Flows Using the Navier–Stokes–Korteweg Equations. Recent Advances in CFD for Wind and Tidal Offshore Turbines, 01/2019: pages 127-136; , ISBN: 978-3-030-11886-0, DOI:10.1007/978-3-030-11887-7_12
S. Zouaoui, A. Ait Aider, H. Djebouri, K. Mohammedi, S. Khelladi:Motion of a Solid Particle in a Water Flow Inside a Pipe: Fundamentals. Exergy for A Better Environment and Improved Sustainability 1, 08/2018: pages 217-231; , ISBN: 978-3-319-62571-3, DOI:10.1007/978-3-319-62572-0_15
E. Marechal, S. Khelladi, F. Ravelet, F. Bakir, O. Delepierre-Massue: Towards numerical simulation of snow showers in Jet-engine fuel systems. Advances in Hydroinformatics, 1 edited by Philippe Gourbesville, Jean Cunge, Guy Caignaert, 01/2016; Springer-Verlag., ISBN: 978-981-287-615-7
J. Thisse, C. Polacsek, J. Mayeur, S. Khelladi, X. Gloerfelt, A. Lafitte:Numerical Simulations of Shock-Wave Propagation in Turbofan Intakes. 01/2016, AIAA;
P. Tomov, S. Khelladi, Ch. Sarraf, F. Bakir: Numerical Modeling of Aerated Cavitation Using Compressible Homogeneous Equilibrium Model. Advances in Hydroinformatics - SimHydro 2014, Edited by Gourbesville Philippe, Cunge Jean, Caignaert Guy, 09/2015: chapter Numerical Modeling of Aerated Cavitation Using Compressible Homogeneous Equilibrium Model: pages 531-549; Springer Science + Business Media Singapore 2016., ISBN: ISBN 978-981-287-614-0, DOI:10.1007/978-981-287-615-7_36
A. Tcharkhtchi, F. Nony, S. Khelladi, J. Fitoussi, S. Farzaneh:Epoxy/amine for composites reactive materials systems and their thermomechanical properties. Advances in Composites Manufacturing and Process Design, Woodhead Publishing edited by Philippe Boisse, 07/2015: chapter 13; Elsevier., ISBN: 978-1-78242-307-2, DOI:10.1016/B978-1-78242-307-2.00013-0
L. Ramírez, X. Nogueira, S. Khelladi, J.C. Chassaing, I. Colominas: A higher-order finite volume method with collocated grid arrangement for incompressible flows. Computational Methods and Experimental Measurements XVII, WIT Press edited by G M Carlomagno, D Poljak, C A Brebbia, 05/2015; WIT Transactions on Modelling and Simulation., ISBN: 978-1-84564-922-7, DOI:10.2495/CMEM150101
L. Ramírez, X. Nogueira, C. Foulquié, S. Khelladi, J.-C. Chassaing, I. Colominas: A Moving Least Squares-Based High-Order-Preserving Sliding Mesh Technique with No Intersections. CFD for Wind and Tidal Offshore Turbines, 01/2015: pages 27-36; , ISBN: 978-3-319-16201-0, DOI:10.1007/978-3-319-16202-7_3
X. Nogueira, S. Khelladi, I. Colominas, F. Bakir, J.-C. Chassaing:On the use of Moving Least Squares for pressure discretization in low Mach number flows. Numerical Methods for Hyperbolic Equations Theory and Applications, 11/2012; CRC Press., DOI:10.1201/b14172-51
S. Khelladi, Ch. Sarraf, F. Bakir, R. Rey:Aerodynamic and Aeroacoustic Study of a High Rotational Speed Centrifugal Fan. Aerodynamics, 05/2012; InTec., ISBN: 979-953-307-395-7, DOI:10.5772/37645
R. Campos-Amezcua, S. Khelladi, Z. Mazur-Czerwiec, F. Bakir, A. Campos-Amezcua, R. Rey:Numerical and Experimental Study of Mass Transfer Through Cavitation in Turbomachinery. Mass Transfer - Advanced Aspects, 07/2011; , ISBN: 978-953-307-636-2, DOI:10.5772/20006
Patents
Motor Vehicle Fan, K. Azzouz, A. Mammeri, F. Bakir, S. Khelladi - US Patent App. US 11,313,380 B2, Apr. 26, 2022, Déposant: VALEO SYSTEME STHERMIQUES
Ventilation device for a motor vehicle, M. Lissner, A. Mammeri, K. Azzouz, F. Bakir, S. Khelladi, I. Dobrev - US Patent App. 2021/0277818 A1, Sep. 9, 2021, Déposant: VALEO SYSTEME STHERMIQUES
Fan device for a motor vehicle, K. Azzouz, A. Mammeri, F. Bakir, S. Khelladi, C. Lebert, - US Patent App. 2021/0218315 A1, Jul . 15 , 2021, Déposant: VALEO SYSTEME STHERMIQUES
Motor-fan assembly comprising a hydraulic heat transfer fluid cooling circuit, K. Azzouz, F. Bakir, S. Khelladi - US Patent App. 16/081,679, 2019, Déposant: VALEO SYSTEME STHERMIQUES
Phase separator for a refrigerant circuit in a ventilation, heating and/or air-conditioning system of a motor vehicle, K. Azzouz, S. Khelladi, Numéro de publication internationale : WO2018211135A1, Date de la publication internationale : 22.11.2018, Déposant: VALEO SYSTEME STHERMIQUES
Motor vehicle fan, K. Azzouz, A. Mammeri, F. Bakir, S. Khelladi, Numéro de publication internationale : WO2018229081A1, Date de la publication internationale : 20.12.2018, Déposant: VALEO SYSTEME STHERMIQUES
A propeller fan motor assembly incorporating a hydraulic cooling circuit of a heat transfer fluid, K. Azzouz, S. Khelladi, F. Bakir, Numéro de publication nationale : FR3048464A1, Date de publication : 30.03.2018, Déposant: VALEO SYSTEME STHERMIQUES
Motor-fan assembly comprising a hydraulic heat transfer fluid cooling circuit, K. Azzouz, F. Bakir, S. Khelladi, Numéro de publication internationale : WO2017149227A1, Date de la publication internationale : 08.09.2018, Déposant: VALEO SYSTEME STHERMIQUES
Centrifugal fan including a heat exchange circuit , J. Balandin, K. Azzouz, F. Bakir, S. Khelladi, Numéro de publication internationale : WO2018060651A1, Date de la publication internationale : 04.05.2018, Déposant: VALEO SYSTEME STHERMIQUES
A drive system of a propeller of a motor fan unit, incorporating a hydraulic cooling circuit of a heat transfer fluid, K. Azzouz, S. Khelladi, F. Bakir, Numéro de publication nationale : FR3048465A1, Date de publication : 08.09.2017, Déposant: VALEO SYSTEME STHERMIQUES
Phase separator comprising a flow disruptor, K. Azzouz, S. Khelladi, Numéro de publication internationale : WO2018211136A1, Date de la publication internationale : 22.11.2018, Déposant: VALEO SYSTEME STHERMIQUES
Ventilation device for a motor vehicle, K. Azzouz, M. Lissner S. Khelladi, F. Bakir, I. Dobrev, Numéro de publication internationale : WO2018197817A1, Date de la publication internationale : 01.11.2018, Déposant: VALEO SYSTEME STHERMIQUES
Phase separator comprising plates, K. Azzouz, S. Khelladi, Numéro de publication nationale : FR3066404A1, Date de publication : 23.11.2018, Déposant: VALEO SYSTEME STHERMIQUES
Ventilation device with tubes provided with air flow guide means for a motor vehicle heat exchange module, K. Azzouz, M. Lissner S. Khelladi, F. Bakir, I. Dobrev, Numéro de publication internationale : WO2018197818A1, Date de la publication internationale : 01.11.2018, Déposant: VALEO SYSTEME STHERMIQUES
Ventilation device has tubes provided with air flow guide means for modulus of motor vehicle heat exchange, K. Azzouz, M. Lissner S. Khelladi, F. Bakir, I. Dobrev, Numéro de publication nationale : FR3065749A1, Date de publication : 02.11.2018, Déposant: VALEO SYSTEME STHERMIQUES
Phase separator for separating liquid and gas phases contained in fluid in cooling circuit of internal combustion engine of car, has outlet emerging in central hollow portion of body to allow evacuation of gas phase from fluid, V. Atim, R. Yu, B. Popineau, F. Bakir, S. Khelladi, Numéro de publication nationale : FR2988013A1, Date de publication : 20.09.2013, Déposant: Renault SAS
Editorials
H.R. Vanaei, S. Khelladi, A. Tcharkhtchi, “Polymers and their application in 3D printing”, Printed edition of the special issue published in Polymers, MDPI, 2023