Franck
MASSA
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Bâtiment CISIT
Uncertainty management in mechanical engineering applications
My research is associated to the topic «Uncertainty quantification » of LAMIH’s Crash and Comfort and Safety (C2S) group and concerns the development of efficient numerical methods for the simulation of mechanical problems with variability (interval, fuzzy sets). In this context, to propose robust design, some works, based on optimization under uncertainty with metaheuristic, homotopy development and projection techniques, robustness criterions and uncertainty propagation techniques, have been proposed. Currently, my work is focussed on the stability analysis of rubbing systems defined with uncertainty and more precisely squeal phenomenon for braking systems.
Numerical methods in mechanical engineering
·Surrogate models, reanalysis techniques
·Taylor developments, homotopy development and projection for dynamic analysis
·Fuzzy logic controller, robust control for contact problem
Uncertainty propagation
·Fuzzy sets and interval modelisations
·Eigenvalue, harmonic, transient and non linear contact problems with variability
·Local optimization, design of experiments, sensitivity, parametric analysis
Robust design
·Optimization under uncertainty
·Global optimization, metaheuristic, exploration of design space with fuzzy sets
·Robustness of optimal solutions
Study of squeal phenomenon for brake systems
·Modal and SAE experiments,
·Complex eigenvalue analysis, stability and robustness of instable modes
·Improvement of predictivity of squeal simulations
Diplômes universitaires
- 0 :
2005: Ph.D. in Mechanical Engineering “Managing imperfections in design of mechanical structures”, University of Valenciennes (Keywords : Non deterministic methods, Finite-element method, Experimental modal analysis, Aided design method, Optimization, Robustness)
- 0 :
2001: Master in Mechanical Engineering “Managing exogenous imprecision in dynamic response”, University of Valenciennes (Keywords : Imprecision, Fuzzy sets theory, Dynamic response)
Expériences professionnelles
Since 2006: Associate Professor at the University of Valenciennes, Institute of Sciences & Techniques of Valenciennes, LAMIH
:2004-2006: Teaching and research assistant at ENSIAME and at ISIV engineering school
:- 2001-2004: Teaching assistant at Institute of Sciences & Techniques of Valenciennes:
Valorisations academiques
- Since 2012:Dr GONZALES SORRIBES Antonio (On-going post-doctorate), “Large scale mechanical systems simulation: control-based approach for large time reduction” (Keywords: mechanical contact problem, large-scale systems, model identification, nonlinear systems, control synthesis)
- Since 2012: Mr DO Hai Quan (On-going thesis), “Uncertainty in dynamic instability – Application to braking systems design” (Keywords: Squeal – Instability – Frictional contact – Fuzzy sets – Fuzzy Logic Controller– Robust control– braking systems)
- 2009-2012: Dr CAZIER Olivier (PhD thesis), “Dynamic instability of rubbing systems in presence of parametric variability – Application to squeal phenomenon” (Keywords: Squeal – Instability – Frictional contact – Non-linearity – Imperfections – Fuzzy sets – Fuzzy Logic Controller – Surrogate model)
- 2008-2009: Dr RUFFIN Karine (PhD thesis), “Dynamic response of mechanical structures with imprecise parameters” (Keywords: Fuzzy number – Imprecision – Finite Elements Method – Harmonic response – Functional Analysis – Nonlinear Response – Normal Contact – Reanalysis)
- 2008-2009: Mr LEROUX Armand (Master), “Contribution of fuzzy formalism for structural design of spatial structures” (Keywords: Fuzzy sets theory – Optimization – Robustness – Reanalysis – Metaheuristic)
Responsabilités scientifiques de thèses
Organisation de conférences, expositions...
- 2014: Co-Organizer with Pr. T. Tison and Pr. J.J. Sinou of Minisymposia “New trends for the study of rubbing systems stability”, 11th. World Congress on Computational Mechanics, 20-25 July, Barcelona, Spain
- 2012: Member of organizing committee of “Interdisciplinary meeting about Optimization”, http://www.univ-valenciennes.fr/evenement/rio2012/, Contact for mechanical speakers and industrials
Autres
- Since 2012 : Leader of Research Incentive Action “Robust optimization for the stability analysis of large uncertain models of rubbing systems”. Interdisciplinary project with researchers of mechanics, computer science, automation and mathematics
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Since 2007: Reviewer for Journal of Applied Mathematical Modeling, Journal of Computer Methods in Applied Mechanics and Engineering, Journal of Sound and Vibration
- 2006: PhD thesis Award from the French Computational Mechanics Association (CSMA)
Enseignements actuels
Master course: Scientific programming, Structural optimization, Vibrations and Modeling machining
Responsabilités pédagogiques
Since 2011: Member of Institute of Sciences & Techniques of Valenciennes Board of Directors
Enseignements actuels
Bachelor course: Scientific programming
Responsabilités pédagogiques
- Since 2009:Member of selection committee (research and teaching) section 60 at the University of Valenciennes
Responsabilités pédagogiques
Since 2008: Head of the Mechanical Engineering Master (Sandwich courses) at the Institute of Sciences & Techniques of Valenciennes
Responsabilités pédagogiques
- 2007-2011: Head of the option “Industrialization” at ENSIAME-ISIV engineering school
Revue internationale avec comité de lecture
Proy J., Massa F., Notta-Cuvier D., Lauro F., Tison T., Spingler G. (2022). Experimental investigations for variability quantification of vibration response of short(-natural)-fiber-reinforced polypropylene. POLYMER COMPOSITES, 43(11), pp. 8499-8506. [IF=3.531] [DOI=https://doi.org/10.1002/pc.27019].
Sadet J., Massa F., Tison T., Talbi E.-G., Turpin I. (2022). Deep Gaussian process for the approximation of a quadratic Eigenvalue problem: Application to friction-induced vibration. Vibration, 5(2), pp. 344-369 [DOI=https://doi.org/10.3390/vibration5020020].
Proy J., Massa F., Notta-Cuvier D., Lauro F., Tison T., Spingler G. (2021). Integrating fibers and injection molding process variability in short-natural-fiber-reinforced thermoplastics behavior:A review. materialstoday COMMUNICATIONS, 29. [IF=3.383] [DOI=https://doi.org/10.1016/j.mtcomm.2021.102785].
Doan V., Massa F., Tison T., Naceur H. (2021). Coupling of Homotopy Perturbation Method and Kriging surrogate model for an efficient fuzzy linear buckling analysis: Application to additively manufactured lattice structures. Applied Mathematical Modelling, 97, pp. 602-618, ISSN 0307-904X. [IF=3.633] [DOI=https://doi.org/10.1016/j.apm.2021.04.005].
Sadet J., Massa F., Tison T., Turpin I., Lallemand B., Talbi E.-G. (2021). Homotopy perturbation technique for improving solutions of large quadratic eigenvalue problem : Application to friction-induced vibration. Mechanical Systems and signal processing, 153, pp. 107492. [IF=6.471] [DOI=https://doi.org/10.1016/j.ymssp.2020.107492].
Malo estepa A., Massa F., Boukamel A., Tison T., Champagne P., Méo S., Wolf A. (2021). Experimental and Numerical Investigations for Quantifying Variability of NR Mechanical Properties after Thermal Aging. Rubber Chemistry and Technology, 94(1), pp. 160-179, ISSN 0035-9475. [IF=1.766] [DOI=https://doi.org/10.5254/rct.20.80405].
Massa F., Turpin I., Tison T. (2017). From homotopy perturbation technique to reduced order model for multiparametric modal analysis of large finite element models. Mechanical Systems and Signal Processing, 96, pp. 291-302, ISSN 0888-3270. [IF=4.116] [DOI=10.1016/j.ymssp.2017.04.025].
Do H., Massa F., Tison T., Lallemand B. (2017). A global strategy for the stability analysis of friction induced vibration problem with parameter variations. Mechanical Systems and Signal Processing, 84 part A, pp. 346-364, ISSN 0888-3270. [IF=4.116] [DOI=10.1016/j.ymssp.2016.07.029].
Do H., Massa F., Tison T. (2016). Using fuzzy logic control approach and model reduction for solving frictional contact problem. Engineering Computations, 33(4), pp. 1006-1032. [IF=1.495] [DOI=http://dx.doi.org/10.1108/EC-11-2014-0226].
Massa F., Do H., Tison T., Cazier O. (2016). Uncertain friction induced vibration study: coupling of fuzzy logic, fuzzy sets and interval theories. ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B. Mechanical Engineering, Special Issue on Non-probabilistic Approaches for Handling Uncertainty in Engineering, 2(1), pp. 011008/1-011008-12, ISSN 2332-9017 [DOI=10.1115/1.4030469].
Renault A., Massa F., Lallemand B., Tison T. (2016). Experimental investigations for uncertainty quantification in brake squeal analysis. Journal of Sound and Vibration, 367, pp. 37-55. [IF=1.813] [DOI=10.1016/j.jsv.2015.12.049].
Massa F., Do H., Cazier O., Tison T., Lallemand B. (2015). Finite element analysis of frictionless contact problems using fuzzy control approach. Engineering Computations, 32(3), pp. 585-606, ISSN 0264-4401. [IF=1.206]
Massa F., Lallemand B., Tison T. (2015). Multi-level homotopy perturbation and projection techniques for the reanalysis of quadratic eigenvalue problems: the application of stability analysis. Mechanical systems and signal processing, 52-53, pp. 88-104, ISSN 0888-3270. [IF=2.465] [DOI=http://dx.doi.org/10.1016/j.ymssp.2014.07.013].
Tison T., Heussaff A., Massa F., Turpin I., Nunes R. (2014). Improvement in the predictivity of squeal simulations: uncertainty and robustness. Journal of sound and vibration, 333(15), pp. 3394-3412, ISSN 0022-460X. [IF=1.613]
Massa F., Tison T., Lallemand B., Cazier O. (2011). Structural modal reanalysis methods using homotopy perturbation and projection techniques. Computer Methods in Applied Mechanics and Engineering, 200(45-46), pp. 2971-2982, ISSN 0045-7825. [IF=2.651]
Massa F., Leroux A., Lallemand B., Tison T., Mary S., Buffe F. (2011). Fuzzy vibration analysis and optimization of engineering structures Application to Demeter satellite. IUTAM bookseries, 27(1), pp. 63-76, ISSN 978-94-007-0289-9_5
Massa F., Tison T., Lallemand B. (2009). Fuzzy modal analysis : Prediction of experimental behaviours. Journal of Sound and Vibration, 322(1-2), pp. 135-154, ISSN 0022-460X. [IF=1.414]
Massa F., Lallemand B., Tison T. (2009). Fuzzy multiobjective optimisation of mechanical structures. Computer Methods in Applied Mechanics and Engineering, 198(5-8), pp. 631-643, ISSN 0045-7825. [IF=1.806]
Massa F., Ruffin K., Lallemand B., Tison T. (2008). Structural analysis by interval approach. European Journal of Computational Mechanics, 17(5-7), pp. 869-880, ISSN 1779-7179
Massa F., Ruffin K., Tison T., Lallemand B. (2008). A complete method for efficient fuzzy modal analysis. Journal of Sound and Vibration, 309(1-2), pp. 63-85, ISSN 0022-460X. [IF=1.364]
Massa F., Tison T., Lallemand B. (2006). A fuzzy procedure for the static design of imprecise structures. Computer Methods in Applied Mechanics and Engineering, 195(9-12), pp. 925-941, ISSN 0045-7825. [IF=2.015]
Massa F., Lallemand B., Tison T., Level P. (2004). Fuzzy eigensolutions of mechanical structures. Engineering Computations, 21, pp. 66-77, ISSN 0264-4401. [IF=0.295]
Conférence internationale avec actes et comité de lecture
F. lópez-Lopera A., Massa F., Turpin I., Leconte N. (2022). Modeling complex mechanical computer codes with functional input via Gaussian processes. The 43th Ibero-Latin American Congress on Computational Methods in Engineering (CILAMCE), brésil, novembre .
Sadet J., Massa F., Tison T., Talbi E.-G., Turpin I. (2021). Multi-samples Bayesian Optimisation. 8th International Conference on Metaheuristics and Nature Inspired Computing, Marrakech (Morocco), octobre .
Sadet J., Massa F., Tison T., Talbi E.-G., Turpin I. (2021). Bayesian optimization with deceptive Gaussian Processes How to maintain efficiency in the optimization process?. International conference on optimization and learning, Catania (Sicilia), juin .
Sadet J., Massa F., Talbi E.-G., Tison T., Turpin I. (2020). Bayesian Optimization of Gaussian Process and Deep Gaussian Process for the optimization of black-box Functions. International conference on optimization and learning, Cadiz, Spain, pp. 6, février .
El attaoui Y., Tison T., Massa F., Kim J. (2020). A numerical strategy to construct pad topography families for friction induced vibration problems. 14th World Congress in Computational Mechanics (WCCM) ECCOMAS Congress, Paris (France), janvier .
Sadet J., Massa F., Tison T., Talbi E.-G., Turpin I. (2020). Uncertain friction induced vibration problems: integration of Gaussian process and deep learning methods. 14th World Congress in Computational Mechanics (WCCM) ECCOMAS Congress, Paris (France), janvier .
El attaoui Y., Sadet J., Massa F., Tison T., Coustenoble L., Bigerelle M., Kim J. (2019). Modelling of Real Contact Surfaces: Application to Brake Squeal. Europe’s braking technology conference & exhibition - EuroBrake 2019, Dresde, Germany, mai .
Malo estepa A., Boukamel A., Tison T., Massa F. (2017). Study of the lifecycle of rubber suspension elements for optimised maintenance and safe dynamic behaviour. 2nd Euro-Mediterranean Conference - Medyna 2017, Sevilla, Spain, avril .
Pecile B., Dequidt A., Massa F., Tison T. (2016). Train/track interaction model for wheel/rail defects analysis. International Conference on Noise and Vibration Engineering, Leuven, Belgium, septembre .
Massa F., Gonzalez sorribes A., Tison T., Lauber J., Guerra T.-M. (2014). Reanalysis and control-based techniques for non-deterministic friction induced vibrations analyses. International Conference on Noise and Vibration Engineering, Leuven, Belgium, septembre .
Gonzalez sorribes A., Lauber J., Guerra T.-M., Massa F., Tison T. (2014). Large time simulation reduction for solving the mechanical contact problem: A fuzzy control approach. World Congress of the International Federation of Automatic Control, Cape Town (South Africa ), pp. 2558-2563, août .
Do H., Gonzalez sorribes A., Massa F., Tison T., Lauber J., Guerra T.-M. (2014). Fuzzy analysis of a friction-induced vibration system: frequency and time aspects. EURODYN 2014 - 9th International Conference on Structural Dynamics, Porto (Portugal), juin .
Gonzalez sorribes A., Lauber J., Guerra T.-M., Massa F., Tison T. (2013). Towards large time simulation reduction for large scale mechanical systems: A robust control approach. 3rd IFAC International Conference on Intelligent Control and Automation Science, Chengdu (China), pp. 417-422, septembre .
Tison T., Massa F., Cazier O., Heussaff A., Lallemand B., Nunes R. (2013). On the improvement of NVH simulations using uncertain FE brake models. Europe's braking technology conference & exhibition - EuroBrake 2013, Dresde, Germany, juin . [DOI=10.13140/2.1.4543.2009].
Cazier O., Massa F., Tison T., Lallemand B. (2012). Coupling of fuzzy logic and fuzzy sets for managing uncertainty in non linear contact problem. Proceedings of uncertainty in structural dynamics conference (USD2012), Leuven (Belgium), septembre .
Cazier O., Massa F., Lallemand B., Tison T. (2012). Fuzzy Logic Controller for studying friction-induced vibrations. XVIII th symposium on vibrations, chocs and noises (VISHNO 2012), Paris, juillet .
Massa F., Lallemand B., Tison T., Mary S., Buffe F. (2010). Fuzzy robust optimization of Demeter satellite. IV European Conference on Computational Mechanics, ECCM 2010, Paris, mai .
Massa F., Leroux A., Lallemand B., Tison T., Buffe F., Mary S. (2009). Fuzzy vibration analysis and optimization of engineering structures. IUTAM Symposium on the vibration analysis of structures with uncertainties, Saint-Petersbourg, Russie, pp. 12 pp., juillet .
Tison T., Ruffin K., Lallemand B., Massa F. (2009). Imperfection modelling in unilateral contact problems. N. Sims & K. Worden, Proceedings of the 2nd International Conference on Uncertainty in Structural Dynamics, The University of Sheffield, Sheffield, UK, pp. 87-94, juin .
Tison T., Massa F., Ruffin K., Lallemand B. (2007). Robust design using fuzzy finite element method. G. Manson & K. Worden, Proceedings of the 1st International Conference on Uncertainty in Structural Dynamics, The University of Sheffield, Sheffield, UK, pp. 99-108, juin .
Tison T., Ruffin K., Massa F., Lallemand B. (2006). Fuzzy Finite Element Method : An Experimental Modal Analysis Comparison. 31st International Conference on Noise and Vibration Engineering, Katholieke Universiteit leuven, septembre .
Massa F., Ruffin K., Lallemand B., Tison T. (2006). Fuzzy Finite Element Method : Computer Aided Design Application. 31st International Conference on Noise and Vibration Engineering, Katholieke Universiteit leuven, septembre .
Tison T., Massa F., Lallemand B. (2005). Managing imprecision in modal analysis. Managing Uncertainties in Noise Measurement and Prediction, INCE Europe - CIDB, Cédérom, Le Mans, juin .
Lallemand B., Massa F., Tison T., Level P. (2003). Fuzzy eigensolutions evaluation using a sensitivity analysis. 21th International Modal Analysis Conferences, cédérom, Cédérom, Society for Experimental Mechanics, Kissimmee, USA, pp. 7p, février ., ISBN 1046-6770
Conférence nationale avec actes et comité de lecture
Notta-Cuvier D., Proy J., Lauro F., Massa F. (2023). Modélisation des phénomènes d'endommagement et critère de rupture de thermoplastiques renforcés par fibres courtes minérales ou végétales. Journées Nationales sur les Composites (JNC), besancon, France, juin .
El attaoui Y., Hubert C., Leconte N., Massa F., Tison T. (2022). Modélisation mixte éléments finis-éléments discrets pour l'analyse de stabilité de systèmes frottants en présence de variabilités topographiques. Actes du 15ème Colloque National en Calcul des Structures (CSMA), Giens (France), mai .
Sadet J., Massa F., Tison T., Talbi E.-G. (2019). Vibrations induites par le frottement: problème quadratique aux valeurs propres, métamodèles et calcul par intervalles. Actes du 14ème Colloque National en Calcul des Structures, Giens, France, mai .
Doan V., Massa F., Tison T., Naceur H. (2017). Réduction de modèles pour la prédiction de charges critiques de flambement sous variabilité. 23ème Congrès Français de Mécanique, Lille, France, août .
Malo estepa A., Boukamel A., Tison T., Massa F. (2017). Study of the lifecycle of rubber suspension elements for optimised maintenance and safe dynamic behaviour. 23ème Congrès Français de Mécanique, Lille, France, août .
Coustenoble L., Kim J., Deltombe R., Massa F., Tison T. (2017). Caractérisation morphologique de l'usure des freins. 23ème Congrès Français de Mécanique, Lille, France, août .
Coustenoble L., Kim J., Deltombe R., Massa F., Tison T. (2017). Caractérisation morphologique multi-échelle de l'usure de plaquettes de frein automobile. 29ème Journées Internationales Francophones de Tribologie, Saint Ouen, France, mai .
Massa F., Turpin I., Tison T. (2017). Analyse de stabilité des systèmes frottants : Exploitation d'une technique de perturbation pour des études multi-paramétriques. Actes du 13ème colloque en calcul de structures, Giens, France, mai .
Massa F., Do H., Tison T., Gonzalez sorribes A., Lauber J., Guerra T.-M. (2015). Réduction de modèle pour un problème de contact frottant: Couplage entre une technique de perturbation et une approche par contrôle. Actes du 12ème colloque en calcul de structures, Giens, France, mai .
Renault A., Massa F., Lallemand B., Tison T. (2014). Variability effects on automotive brake squeal prediction. Colloque francophone sur l'Analyse Vibratoire Expérimentale, Blois, France, novembre .
Massa F., Do H., Cazier O., Tison T., Lallemand B. (2013). Résolution d'un problème de contact frottant en présence de variabilité paramétrique. Actes du 11ème colloque en calcul de structures, Giens, France, mai .
Massa F., Lallemand B., Tison T. (2011). Optimisation sous incertitude : application au dimensionnement de composant de satellite. Actes du 10ème colloque national en calcul des structures, Giens, France, mai .
Ruffin K., Massa F., Tison T., Lallemand B. (2009). Réponse non-linéaire de structures à paramètres imprécis. Raous, M., Pasquet, P., Rey, C., Actes du 9ème colloque national en calcul des structures, 2, LMT-Cachan, Giens, pp. 289-294, mai ., ISBN 978-2-11-098374-9
Massa F., Ruffin K., Lallemand B., Tison T. (2007). Calcul de structures par approche intervalle. Actes du 8ème colloque national en calcul des structures, Giens, France, mai .
Ruffin K., Massa F., Tison T., Lallemand B. (2007). Réponse harmonique de structures comportant des paramètres imprécis. Actes du 8ème colloque national en calcul des structures, Giens, France, mai .
Tison T., Massa F., Lallemand B. (2006). Analyse Modale de Structures Imparfaites : Comparaison Calcul-Essais. XVème Colloque Vibrations Chocs et Bruit, cédérom, Lyon, France, juin .
Massa F., Lallemand B., Tison T. (2006). Conception de structures en présence de variabilités. XVème Colloque Vibrations Chocs et Bruit, cédérom, Lyon, France, juin .
Massa F., Tison T., Lallemand B. (2005). Méthode d'aide à la conception en présence d'imprécisions. R., Ohayon, J-P., Grellier, A., Rassineux, Actes du 7ème colloque national en calcul des structures, i, Lavoisier, Giens, pp. 469-474, mai ., ISBN 2-7462-1139-4
Massa F., Tison T., Lallemand B. (2004). Prise en compte des imprécisions en conception des structures mécaniques. XIVème Colloque Vibrations Chocs et Bruit, cédérom, Lyon, France, juin .
Massa F., Tison T., Lallemand B. (2003). Comportement statique et dynamique de structures à paramétrage imprécis. 16ème Congrès Français de Mécanique, cédérom, Nice, France, septembre .
Massa F., Lallemand B., Tison T. (2003). Comportement statique et modal des structures en présence de variabilité paramétrique. M., Potier-Ferry, M., Bonnet, A., Bignonnet, Actes du 6ème colloque national en calcul des structures, III, Imprimerie de l'Ecole Polytechnique, Giens, France, pp. 415-422, mai ., ISBN 2-7302-1034-2
Séminaire et autres communications
Abou chakra L., Lallemand B., Massa F., Henneron T., Clénet S. (2023). Analyse multiparamétrique du comportement magnéto-vibro-acoustique de moteurs électriques. Journées annuelles du GDR EX-MODELI, Besançon, France, novembre .
Coustenoble L., Kim J., Deltombe R., Massa F., Tison T. (2017). Caractérisation morphologique de l'usure des freins. Mardi des Chercheurs, Mons, Belgique, mars .
Lallemand B., Massa F., Tison T. (2006). Dynamique vibratoire : Outils de gestion de la propagation des imprécisions. Exploitation dans des stratégies de conception. TechWatch Acoustical Comfort - Innovation 128, Paris, octobre .
Tison T., Lallemand B., Massa F. (2001). FAME : un outil de développement pour l'exploitation du formalisme flou en ingénierie mécanique. Journée Française, Club des utilisateurs Matlab - Simulink, Cachan, France, avril .
Rapport de contrat de recherche
Leroux A., Lallemand B., Massa F., Tison T. (2009). Evaluation et Apport du formalisme flou dans les études mécaniques de structures spatiales. Contrat de Recherche CNES, LAMIH, Valenciennes, juillet .
Mémoire de doctorat
Massa F. (2005). Gestion des imperfections en phase de conception des structures mécaniques. , Université de Valenciennes et du Hainaut-Cambrésis, novembre .