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AMMSI
Ageing and Maintenance in reliability : Modelling and Statistical Inference
FunderFrench National Research Agency (ANR)
Funder Contribution €220,000.00
DurationFrom 29 Feb 2012
Project codeANR-11-BS01-0021
Identifiers
Description
The aim of this project is to provide innovative methods and mathematical tools for the management of the ageing of industrial systems. This project lies at the interface between mathematics and industry. The type of research is both basic and industrial. The core of our programme is basic research on stochastic modelling and statistical inference in reliability. But there will also be a strong part of industrial research since the theoretical results will be directly used for the management of ageing and maintenance planning of industrial systems. The project includes the proposition of new stochastic models of degradation, failure and maintenance of complex systems, taking into account recurrent events, competing risks, covariates, etc... It also includes the design of new statistical methods for analyzing such models and data from operation feedback, parametric, semi- or non-parametric methods, including goodness-of-fit tests and the treatment of missing data. Finally, it provides tools for decision support and industrial implementation of these methods in order to extend the lifetime of industrial systems by redefining the maintenance policy, while respecting safety, regulation and operating performance, in an economically optimal approach. The industrial implementation will require the development of computer codes, which may take the form of R or Matlab libraries, or may rely on the MARS software, developed by LJK and EDF R&D. To meet these challenges, our strength is to bring together various and complementary partners: • Four university laboratories combining expertise in applied probability, statistics and dependability: o Laboratoire Jean Kuntzmann, Grenoble (LJK) o Laboratoire de Mathématiques et de leurs Applications - Pau (LMAP) o Laboratoire de Mathématiques de Besançon (LMB) o Institut Charles Delaunay, Université de Technologie de Troyes (ICD) • Two companies for which ageing management is a major industrial issue and who will bring new problems and data: o Electricité de France (EDF) o Société Nationale des Chemins de fer Français (SNCF)
Partners (8)
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The aim of this project is to provide innovative methods and mathematical tools for the management of the ageing of industrial systems. This project lies at the interface between mathematics and industry. The type of research is both basic and industrial. The core of our programme is basic research on stochastic modelling and statistical inference in reliability. But there will also be a strong part of industrial research since the theoretical results will be directly used for the management of ageing and maintenance planning of industrial systems. The project includes the proposition of new stochastic models of degradation, failure and maintenance of complex systems, taking into account recurrent events, competing risks, covariates, etc... It also includes the design of new statistical methods for analyzing such models and data from operation feedback, parametric, semi- or non-parametric methods, including goodness-of-fit tests and the treatment of missing data. Finally, it provides tools for decision support and industrial implementation of these methods in order to extend the lifetime of industrial systems by redefining the maintenance policy, while respecting safety, regulation and operating performance, in an economically optimal approach. The industrial implementation will require the development of computer codes, which may take the form of R or Matlab libraries, or may rely on the MARS software, developed by LJK and EDF R&D. To meet these challenges, our strength is to bring together various and complementary partners: • Four university laboratories combining expertise in applied probability, statistics and dependability: o Laboratoire Jean Kuntzmann, Grenoble (LJK) o Laboratoire de Mathématiques et de leurs Applications - Pau (LMAP) o Laboratoire de Mathématiques de Besançon (LMB) o Institut Charles Delaunay, Université de Technologie de Troyes (ICD) • Two companies for which ageing management is a major industrial issue and who will bring new problems and data: o Electricité de France (EDF) o Société Nationale des Chemins de fer Français (SNCF)
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Provider Academic Bibliometrics & Assessment Computational Utility Service Expiration Session Name greekSession Description Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. Provider Academic Bibliometrics & Assessment Computational Utility Service Expiration Session Name greekSession Description Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. Provider Academic Bibliometrics & Assessment Computational Utility Service Expiration Session Name greekSession Description Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. Provider Academic Bibliometrics & Assessment Computational Utility Service Expiration Session Name greekSession Description Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. Provider Academic Bibliometrics & Assessment Computational Utility Service Expiration Session Name greekSession Description Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. Provider Academic Bibliometrics & Assessment Computational Utility Service Expiration Session Name greekSession Description Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. Provider Academic Bibliometrics & Assessment Computational Utility Service Expiration Session Name greekSession Description Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. Provider Academic Bibliometrics & Assessment Computational Utility Service Expiration Session Name greekSession Description Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. Provider Academic Bibliometrics & Assessment Computational Utility Service Expiration Session Name greekSession Description Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. Provider Academic Bibliometrics & Assessment Computational Utility Service Expiration Session Name greekSession Description Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. Provider Academic Bibliometrics & Assessment Computational Utility Service Expiration Session Name greekSession Description Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. Provider Academic Bibliometrics & Assessment Computational Utility Service Expiration Session Name greekSession Description Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. 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Provider Academic Bibliometrics & Assessment Computational Utility Service Expiration Session Name greekSession Description Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. Provider Academic Bibliometrics & Assessment Computational Utility Service Expiration Session Name greekSession Description Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. Provider Academic Bibliometrics & Assessment Computational Utility Service Expiration Session Name greekSession Description Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. Provider Academic Bibliometrics & Assessment Computational Utility Service Expiration Session Name greekSession Description Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. Provider Academic Bibliometrics & Assessment Computational Utility Service Expiration Session Name greekSession Description Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. Provider Academic Bibliometrics & Assessment Computational Utility Service Expiration Session Name greekSession Description Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. Provider Academic Bibliometrics & Assessment Computational Utility Service Expiration Session Name greekSession Description Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. Provider Academic Bibliometrics & Assessment Computational Utility Service Expiration Session Name greekSession Description Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. 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Provider Academic Bibliometrics & Assessment Computational Utility Service Expiration Session Name greekSession Description Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. Provider Academic Bibliometrics & Assessment Computational Utility Service Expiration Session Name greekSession Description Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. Provider Academic Bibliometrics & Assessment Computational Utility Service Expiration Session Name greekSession Description Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. Provider Academic Bibliometrics & Assessment Computational Utility Service Expiration Session Name greekSession Description Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. 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Provider Academic Bibliometrics & Assessment Computational Utility Service Expiration Session Name greekSession Description Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. Provider Academic Bibliometrics & Assessment Computational Utility Service Expiration Session Name greekSession Description Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. Provider Academic Bibliometrics & Assessment Computational Utility Service Expiration Session Name greekSession Description Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. Provider Academic Bibliometrics & Assessment Computational Utility Service Expiration Session Name greekSession Description Stores the user session ID for Academic Bibliometrics & Assessment Computational Utility Service. 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