Designing a knowledge management system for Naval Materials Failures

NAVMAT Research project attempts an interdisciplinary approach by integrating Materials Engineering and Informatics under a platform of Knowledge Management. Failure analysis expands into forensics engineering for it aims not only to identify individual and symptomatic reasons of failure but to asse...

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Autores principales:	Melanitis Nikolaos, Giannakopoulos George, Stamatakis Konstantinos, Mouzakis Dionysios, Koutsomichalis Aggelos
Formato:	article
Lenguaje:	EN FR
Publicado:	EDP Sciences 2021
Materias:	Engineering (General). Civil engineering (General) TA1-2040
Acceso en línea:	https://doaj.org/article/702947f26d364c9487e3591d21f74ffa
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id	oai:doaj.org-article:702947f26d364c9487e3591d21f74ffa
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spelling	oai:doaj.org-article:702947f26d364c9487e3591d21f74ffa2021-12-02T17:13:46ZDesigning a knowledge management system for Naval Materials Failures2261-236X10.1051/matecconf/202134903006https://doaj.org/article/702947f26d364c9487e3591d21f74ffa2021-01-01T00:00:00Zhttps://www.matec-conferences.org/articles/matecconf/pdf/2021/18/matecconf_iceaf2021_03006.pdfhttps://doaj.org/toc/2261-236XNAVMAT Research project attempts an interdisciplinary approach by integrating Materials Engineering and Informatics under a platform of Knowledge Management. Failure analysis expands into forensics engineering for it aims not only to identify individual and symptomatic reasons of failure but to assess and understand repetitive failure patterns, which could be related to underlying material faults, design mistakes or maintenance omissions. NAVMAT approach utilizes a focused common-cause failure methodology for the naval and marine environment, to begin with. It will eventually support decision making through appropriate Artificial Intelligence and Natural Language Processing methods. The presented work describes the design of a knowledge based system dedicated to effective recording, efficient indexing, easy and accurate retrieval of information, history of maintenance and secure operation concerning failure incidents of marine materials, components and systems in a fleet organisation. Based on materials failure ontology, utilising artificial intelligence algorithms and modern approaches in data handling, NAVMAT aims at the optimisation of naval materials failure management and the support of decision making in Maintenance and Repair Operations (MRO), materials supplies and staff training.Melanitis NikolaosGiannakopoulos GeorgeStamatakis KonstantinosMouzakis DionysiosKoutsomichalis AggelosEDP SciencesarticleEngineering (General). Civil engineering (General)TA1-2040ENFRMATEC Web of Conferences, Vol 349, p 03006 (2021)
institution	DOAJ
collection	DOAJ
language	EN FR
topic	Engineering (General). Civil engineering (General) TA1-2040
spellingShingle	Engineering (General). Civil engineering (General) TA1-2040 Melanitis Nikolaos Giannakopoulos George Stamatakis Konstantinos Mouzakis Dionysios Koutsomichalis Aggelos Designing a knowledge management system for Naval Materials Failures
description	NAVMAT Research project attempts an interdisciplinary approach by integrating Materials Engineering and Informatics under a platform of Knowledge Management. Failure analysis expands into forensics engineering for it aims not only to identify individual and symptomatic reasons of failure but to assess and understand repetitive failure patterns, which could be related to underlying material faults, design mistakes or maintenance omissions. NAVMAT approach utilizes a focused common-cause failure methodology for the naval and marine environment, to begin with. It will eventually support decision making through appropriate Artificial Intelligence and Natural Language Processing methods. The presented work describes the design of a knowledge based system dedicated to effective recording, efficient indexing, easy and accurate retrieval of information, history of maintenance and secure operation concerning failure incidents of marine materials, components and systems in a fleet organisation. Based on materials failure ontology, utilising artificial intelligence algorithms and modern approaches in data handling, NAVMAT aims at the optimisation of naval materials failure management and the support of decision making in Maintenance and Repair Operations (MRO), materials supplies and staff training.
format	article
author	Melanitis Nikolaos Giannakopoulos George Stamatakis Konstantinos Mouzakis Dionysios Koutsomichalis Aggelos
author_facet	Melanitis Nikolaos Giannakopoulos George Stamatakis Konstantinos Mouzakis Dionysios Koutsomichalis Aggelos
author_sort	Melanitis Nikolaos
title	Designing a knowledge management system for Naval Materials Failures
title_short	Designing a knowledge management system for Naval Materials Failures
title_full	Designing a knowledge management system for Naval Materials Failures
title_fullStr	Designing a knowledge management system for Naval Materials Failures
title_full_unstemmed	Designing a knowledge management system for Naval Materials Failures
title_sort	designing a knowledge management system for naval materials failures
publisher	EDP Sciences
publishDate	2021
url	https://doaj.org/article/702947f26d364c9487e3591d21f74ffa
work_keys_str_mv	AT melanitisnikolaos designingaknowledgemanagementsystemfornavalmaterialsfailures AT giannakopoulosgeorge designingaknowledgemanagementsystemfornavalmaterialsfailures AT stamatakiskonstantinos designingaknowledgemanagementsystemfornavalmaterialsfailures AT mouzakisdionysios designingaknowledgemanagementsystemfornavalmaterialsfailures AT koutsomichalisaggelos designingaknowledgemanagementsystemfornavalmaterialsfailures
_version_	1718381323904614400

Designing a knowledge management system for Naval Materials Failures

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