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3D MUltidisciplinary tools for the Simulation of In-flight iCing due to High Altitude Ice Crystals

Deliverables

Final report on the results of the shedding experiments

Complete database of all performed shedding tests with an analysis of the results so to be able to have a set of empirical parameters that allow to discriminate among the three proposed shedding mechanisms Dissemination PUICC NASACNRC

Final report on the results of the ice crystal impact experiments

Complete database of all performed ice crystal impact experiments with an analysis of the results in order to support the development calibration and partial validation of semiempirical models Dissemination PUICC NASACNRC

Final report on the development of advanced models for impact and erosion phenomena

Detailed description and theoretical empirical justification of the completed models for ice crystal impact phenomena partial sticking erosion fragmentation secondary particle reemission Dissemination PUICC NASACNRC

Report on the validation tests main conclusions and best numerical practices to be followed to obtain exploitable results

Synthesis of all the validation tests with results analysis tools comparisons main conclusions definition of best practices and identification of potential remaining gaps and weaknesses Dissemination PU except for certain Confidential annexes

Final report on the results of the accretion experiments

Complete database of all performed ice crystal accretion experiments with an analysis of the results in order to support the development calibration and partial validation of semiempirical models Dissemination PUICC NASACNRC

Final report on the development of advanced models for accretion and heat transfer phenomena

Detailed description and theoretical empirical justification of the completed models for ice accretion and coupling with heat transfer phenomena Dissemination PUICC NASACNRC

Final report on the development of models for shedding phenomena

Detailed description and theoretical empirical justification of the completed models for the ice shedding phenomena corresponding to the three identified scenarios Dissemination PUICC NASACNRC

Initial communication kit with information about project structure and goals

Initial communication kit with information about project structure and objectives (flyer leaflet + poster) Dissemination: PU

Final Report on the results of numerical benchmark with recommended models and calibration parameters for implementation in 3D tools

Synthesis of the first numerical benchmark based on 2D tools to downselect the best ICI models which will be implemented in 3D tools The report will describe the selected test cases analyse the results crosscompare the different codes and propose conclusions Dissemination PUICC NASACNRC

Results of the 3D tools preliminary assessment benchmark

Synthesis of the second numerical benchmark based on 3D tools to assess that they are ready to run for the final validation phase based on industrial test cases The report will describe the selected test cases analyse the results crosscompare the different codes and propose conclusions Dissemination PU

MUSIC-haic Public Website

The public website will be used as a communication tool. Project information will be made available for download including public deliverables, flyers, posters, etc. Announcements and information on events will also be provided. It will be updated regularly. Dissemination: PU

Publications

Experimental and Numerical Investigation of Ice Crystal Icing on a Heatable NACA0012 Airfoil

Author(s): Yasir A. Malik, Lokman Bennani, Pierre Trontin, Philippe Villedieu
Published in: International Journal of Aerospace Science and Technology, Issue 2023, 2023, ISSN 0165-232X
Publisher: Elsevier BV

Ice particle impact on solid walls: size modeling of reemited fragments

Author(s): Jean-Mathieu Senoner, Pierre Trontin, Louis Reitter, Norbert Karpen, Markus Schremb, Mario Vargas, Philippe Villedieu
Published in: International Journal of Impact Engineering, Issue Volume 169, November 2022, 104322, 2022, ISSN 0165-232X
Publisher: Elsevier BV
DOI: 10.1016/j.ijimpeng.2022.104322

Numerical simulation of ice crystal icing in the ICE-MACR compressor rig

Author(s): Tristan Soubrié, Moussa Diop, Claire Laurent, Maxime Bouyges, Jean-Mathieu Senoner, Philippe Villedieu, Martin O. Neuteboom
Published in: Journal of Propulsion and Power, Issue 2023, 2023, ISSN 1533-3876
Publisher: American Institute of Aeronautics and Astronautics

Effect of ice crystals on run-back ice evolution on a wing model

Author(s): A. V. Kashevarov, A. B. Miller, Yu. F. Potapov, A. L. Stasenko
Published in: Thermophysics and Aeromechanics, Issue 28/1, 2021, Page(s) 21-28, ISSN 0869-8643
Publisher: Maik Nauka/Interperiodica Publishing
DOI: 10.1134/s0869864321010030

Simulation of the Interaction of Ice Crystals with the Surface of a Flying Vehicle

Author(s): I. A. Amelyushkin, A. L. Stasenko
Published in: Journal of Engineering Physics and Thermophysics, Issue 93/3, 2020, Page(s) 576-584, ISSN 1062-0125
Publisher: Consultants Bureau
DOI: 10.1007/s10891-020-02155-y

Discrete-Drop Mode of Ice Accretion on a Cylinder in Transverse Supercooled Flow

Author(s): A. V. Kashevarov, A. L. Stasenko
Published in: Technical Physics, Issue 65/1, 2020, Page(s) 41-47, ISSN 1063-7842
Publisher: Maik Nauka/Interperiodica Publishing
DOI: 10.1134/s1063784220010120

Experimental Investigation of the Accretion and Shedding Process on a Heatable NACA0012 airfoil in Ice Crystal Icing Conditions

Author(s): Yasir A. Malik, Norbert Karpen, Elmar Bonaccurso, Ilia Roisman, Jeanette Hussong
Published in: Cold Regions Science and Technology, Issue 2023, 2023, ISSN 0165-232X
Publisher: Elsevier BV

Slushy and Glaciated Ice Layer Compositions in Ice Crystal Icing

Author(s): Kilian Köbschall, Yasir A. Malik, Ilia Roisman, Jeanette Hussong
Published in: International Journal of Multiphase Flow, Issue 2023, 2023, ISSN 0165-232X
Publisher: Elsevier BV

Experimental investigations and development of physico-mathematical model of an aerodynamic surface icing in air flow carrying droplets and crystals

Author(s): V A Zhbanov, A V Kashevarov, A B Miller, Yu F Potapov, O D Tokarev, A L Stasenko
Published in: Journal of Physics: Conference Series, Issue 1560, 2020, Page(s) 012066, ISSN 1742-6588
Publisher: Institute of Physics
DOI: 10.1088/1742-6596/1560/1/012066

Impact of an ice particle onto a dry rigid substrate: dynamic sintering of a residual ice cone

Author(s): L. M. Reitter, H. Lohmann, M. Schremb, I. V. Roisman, J. Hussong, C. Tropea
Published in: Cold Regions Science and Technology, Issue 01/02/2022, 2021, ISSN 0165-232X
Publisher: Elsevier BV
DOI: 10.1016/j.coldregions.2021.103416

Dynamic Strength Characterization of Wet Granular Ice Layers

Author(s): Louis Reitter, Yasir A. Malik, A.B. Jahn, Ilia Roisman, Jeanette Hussong
Published in: International Journal of Impact Engineering, Issue 2023, 2023, ISSN 0165-232X
Publisher: Elsevier BV

Semi-Empirical Modelling of Erosion Phenomena for Ice Crystal Icing Numerical Simulation

Author(s): Charton, V., Trontin, P., Aouizerate, G., and Villedieu, P.
Published in: SAE Int. J. Adv. & Curr. Prac. in Mobility (online), Issue 2(1):, 2019, Page(s) 106-114,, ISSN 2641-9637
Publisher: SAE
DOI: 10.4271/2019-01-1967

The influence of ice crystals on the evolution of run-back ice in mixed icing conditions

Author(s): A V Kashevarov, A B Miller, Yu F Potapov, A L Stasenko, O D Tokarev, V A Zhbanov
Published in: Journal of Physics: Conference Series, Issue 1560, 2020, Page(s) 012065, ISSN 1742-6588
Publisher: Institute of Physics
DOI: 10.1088/1742-6596/1560/1/012065

Simulation of gas-dispersed flow particles’ interaction with a solid body

Author(s): I A Amelyushkin, A L Stasenko
Published in: Journal of Physics: Conference Series, Issue 1560, 2020, Page(s) 012064, ISSN 1742-6588
Publisher: Institute of Physics
DOI: 10.1088/1742-6596/1560/1/012064

Ice Crystal Accretion Tool (ICAT) capabilities on heated NACA0012 Airfoil

Author(s): Somasree Roychowdhury, Rajani Poornima, Vilas Bokade, Steffen Jebauer, Paolo Vanacore, Yasir A. Malik
Published in: SAE 2023 International Conference on Icing of Aircraft, Engines, and Structures, Issue Annual, 2023
Publisher: SAE International

Experimental Investigation of Ice Particle Impacts onto a Rigid Substrate

Author(s): Louis M. Reitter, Markus Schremb, Hannes Lohmann, Cameron Tropea
Published in: AIAA AVIATION 2021 FORUM, Issue Annual, 2021, ISBN 978-1-62410-610-1
Publisher: American Institute of Aeronautics and Astronautics
DOI: 10.2514/6.2021-2670

Experimental and Numerical Investigation of Ice Crystal Icing on a Heatable NACA0012 airfoil

Author(s): Yasir A. Malik, Lokman Bennani, Alexandros J. Vorgias, Pierre Trontin, Philippe Villedieu
Published in: AIAA AVIATION 2022 FORUM, Issue Annual, 2022
Publisher: American Institute of Aeronautics and Astronautics
DOI: 10.2514/6.2022-3534

Semi-empirical Erosion Model with Particle Size and Liquid Water Content Effects for Ice Crystal Icing Simulations

Author(s): Virgile Charton, Jean-Mathieu Senoner, Pierre Trontin, Philippe Villedieu
Published in: AIAA AVIATION 2020 FORUM, 2020, ISBN 978-1-62410-598-2
Publisher: American Institute of Aeronautics and Astronautics
DOI: 10.2514/6.2020-2827

Ice crystal trajectory simulations in the ICE-MACR compressor rig: fragmentation and melting dynamics

Author(s): Tristan Soubrie (Andheo), Jean-Mathieu Senoner (ONERA) and Philippe Villedieu (ONERA)
Published in: AIAA AVIATION 2022 FORUM, Issue Annual, 2022
Publisher: American Institute of Aeronautics and Astronautics
DOI: 10.2514/6.2022-3535

Case Study on Ice Crystals Icing: Simulating Ice Crystals Accretion in a Generic Turbofan Engine using the HAIC and MUSIC-haic models

Author(s): Gilles Aouizerate, Morgan Balland, Claire Laurent, Maxime Bouyges, Jean-Mathieur Senoner and Philippe Villedieu
Published in: SAE 2023 International Conference on Icing of Aircraft, Engines, and Structures, Issue Annual, 2023
Publisher: SAE International

Melting of and Imbibition in a Granular Ice Layer on a Heated Substrate

Author(s): Kilian Köbschall, Jan Oberreuter, Jan Breitenbach, Ilia V. Roisman, Cameron Tropea, Jeanette Hussong
Published in: AIAA AVIATION 2021 FORUM, 2021, ISBN 978-1-62410-610-1
Publisher: American Institute of Aeronautics and Astronautics
DOI: 10.2514/6.2021-2682

Ice crystals accretion capabilities of ONERA’s 3D icing suite

Author(s): C. Laurent, M. Bouyges, V. Charton, L. Bennani and J.-M. Senoner
Published in: AIAA AVIATION 2022 FORUM, Issue Annual, 2022
Publisher: American Institute of Aeronautics and Astronautics
DOI: 10.2514/6.2022-3537

Insights on Ice Particle Impacts Initializing the Ice Accretion Process during Ice Crystal Icing

Author(s): Norbert Karpen and Elmar Bonaccurso (ACRT), Ilia Roisman and Cameron Tropea (TUDA)
Published in: AIAA AVIATION 2022 FORUM, Issue Annual, 2022
Publisher: American Institute of Aeronautics and Astronautics
DOI: 10.2514/6.2022-3608

MUSIC-haic: 3D Multidisciplinary Tools for the Simulation of In-Flight Icing due to High Altitude Ice Crystals

Author(s): Philippe Villedieu, Pierre Trontin, Gilles Aouizerate, Stephan Bansmer, Paolo Vanacore, Ilia Roisman, Cameron Tropea
Published in: SAE Technical Paper Series, Issue SAE Int. J. Adv. & Curr. Prac. in Mobility 2(1):78-89, 2020,, 2019
Publisher: SAE International
DOI: 10.4271/2019-01-1962

Material Properties of Granular Ice Layers Characterized Using a Rigid-Body-Penetration Method: Experiments and Modeling

Author(s): Markus Schremb, Kenan Malicevic, Louis Reitter, Ilia Roisman, Cameron Tropea
Published in: SAE Technical Paper Series, Issue SAE Technical Paper 2019-01-2034, 2019,, 2019
Publisher: SAE International
DOI: 10.4271/2019-01-2034

Experimental investigation of normal and oblique impact of ice particles onto a wetted wall

Author(s): Louis M. Reitter, Mohammad S. Sbeitan, Ilia V. Roisman, Cameron Tropea and Jeanette Hussong
Published in: AIAA AVIATION 2022 FORUM, Issue Annual, 2022
Publisher: American Institute of Aeronautics and Astronautics
DOI: 10.2514/6.2022-3533

Characterizing Microscopic Ice Particle Impacts onto a Rigid Surface: Wind Tunnel Setup and Analysis

Author(s): Norbert Karpen, Alexandre Cuco, Dominik Kuenstler, Elmar Bonaccurso, Louis M. Reitter, Ilia V. Roisman, Cameron Tropea
Published in: AIAA AVIATION 2021 FORUM, Issue Annual, 2021, ISBN 978-1-62410-610-1
Publisher: American Institute of Aeronautics and Astronautics
DOI: 10.2514/6.2021-2671

Ice accretion modelling in the ICE-MACR compressor rig

Author(s): T. Soubrié, C. Laurent and M. Bouyges
Published in: AIAA AVIATION 2022 FORUM, Issue Annual, 2022
Publisher: American Institute of Aeronautics and Astronautics
DOI: 10.2514/6.2022-3536

Experimental and Numerical Investigation of Accretion Inception and Heat Transfer Physics in Ice Crystal Icing

Author(s): Yasir A. Malik, Lokman Bennani, Stephan Bansmer, Pierre Trontin, Philippe Villedieu
Published in: International Journal of Heat and Mass Transfer, Issue 2023, 2023, ISSN 0165-232X
Publisher: Elsevier BV
DOI: 10.2139/ssrn.4385886

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