Benjamin LAMOUREUX

En résumé

Entreprises

• ALSTOM Transport - Ingénieur maintenance prédictive / PHM

  2014 - maintenant R&D program for the development of data science technologies applied to predictive maintenance:
  1.Business and data understanding: capture both the end user need and the domain expert knowledge to understand the business value
  2.Data preparation: cleansing of the dataset, incorporation of external data, signal processing for raw time series
  3.Data engineering: participation in the IT architecture definition for Big Data, configuration of database servers, management of database structure and connectors to programming languages
  4.Data processing: programming in Matlab, R and Python: extraction of features from time series, multivariate statistical analysis, machine learning
  5.Pre-industrialization of the solution (demonstrator): deployment and automation of scripts execution on linux cloud environment
  6.R&D project management (including collaboration with several research labs)

• Alstom - Data Scientist & Predictive Maintenance Eng.

  2014 - maintenant Involvement in a R&D program on predictive maintenance for rolling stock and signaling:
  * Business/data understanding: capture end user need and the expert knowledge ;
  * Data preparation: cleansing of the dataset, signal processing for raw time series ;
  * Data engineering: participation in the IT architecture definition for Big Data ;
  * Data processing: machine learning in Matlab, R and Python ;
  * Pre-industrialization: deployment and automation on linux cloud environment ;
  * R&D project management including collaboration with several research labs

• Safran Snecma - Predictive Maintenance PhD Eng.

  2011 - 2014 Title : ``Development of an Integrated Approach for PHM - Prognostics and Health
  Management - : Application to a Turbofan Fuel System ''.
  * 2 publications in international journals with peer review process [1] [2] ;
  * 6 international conferences with peer review process [1] [2] [3] ;
  * 2 international patents [1] [2] ;
  * 60 hours of teaching in automation and signal processing

• Snecma - Predictive Maintenance PhD Engineer

  Courcouronnes 2011 - 2014 PhD program (CIFRE) untitled:
  "Development of an Integrated Approach for PHM - Prognostics and Health Management - :
  Application to a Turbofan Fuel System"​
  
  The full manuscipt is available at: https://hal.inria.fr/hal-01102742/document
  
  - Terminological and architectural formalism for prognostics and health management of aerospace systems
  - Physics-based modeling (cosimulation Matlab/AMESim) to assess the performance of PHM systems during early design stages
  - Utilization of different sensitivity analysis techniques to simplify the model
  - Development of a combination of Kriging with support vector regression to provided a low runtime estimator of the model outputs

Formations

• Ecole Nationale Supérieure Des Arts Et Métiers

  Paris 2011 - 2014 Thèse de doctorat délivrée par l’École Nationale Supérieure des Arts et Métiers
  
  Development of an Integrated Approach for PHM - Prognostics and Health Management - : Application to a Turbofan Fuel System
  Laboratoire : Procédés et ingénierie en mécanique et matériaux (PIMM - UMR 8006)
  Direction : Philippe Lorong, co-encadrée par Nazih Mechbal
  Soutenue le 30 juin 2014 devant Albert Benveniste (président), Christophe Bérenguer (rapporteur), Emanuele Borgonovo (rapporteur)

• Arts Et Métiers Paristech (ENSAM)

  Paris 2010 - 2014 Doctor of Philosophy
  
  Specialty: automation and signal processing
  Title: "Development of an Integrated Approach for PHM - Prognostics and Health Management - : Application to a Turbofan Fuel System"​
  • 6 international conferences with peer review process
  • 2 publications in international journals with peer review process
  • 2 international patents
  

• Arts Et Métiers ParisTech - École Nationale Supérieure D'Arts Et Métiers

  Paris 2010 - 2014 Doctor of Philosophy (PhD)
  
  60 hours of teaching in automation and signal processing
  Technical reference for the organization of robotics competition "RobAFIS 2012".
  
  • 6 international conferences with peer review process
  • 2 publications in international journals with peer review process
  • 2 international patents
  

• Ecole Nationale Superieure D'Arts Et Métiers ENSAM

  Paris 2007 - 2010 Master of Engineering (M.Eng.)

• Arts Et Métiers Paristech (ENSAM)

  Paris 2007 - 2010 Master's Degree
  
  Specialty: Advanced systems and robotics
  

• Lycée Clemenceau

  Nantes 2004 - 2007

Réseau

• Anne-Lise LAMOUREUX

• Jérémie GIRARDOT

• Julien BROUE

• Mickael CHOMIER

• Patrick BARTCZAK

• Paul GUÉRY

• Romain CHEVALLIER

• Romain DEMARTHON