XRepo - Towards an information system for prognostics and health management analysis

被引:8
|
作者
Ardila, Alfonso [1 ]
Martinez, Felipe [1 ]
Garces, Kelly [1 ]
Barbieri, Giacomo [2 ]
Sanchez-Londono, David [2 ]
Caielli, Andrea [3 ]
Cattaneo, Laura [3 ]
Fumagalli, Luca [3 ]
机构
[1] Univ Los Andes, Dept Syst & Comp Engn, Carrera 1 18A 12, Bogota 111711, Colombia
[2] Univ Los Andes, Dept Mech Engn, Carrera 1 18A 12, Bogota 111711, Colombia
[3] Politecn Milan, Dept Management Econ & Ind Engn, P Za Leonardo Vinci 32, I-20133 Milan, Italy
关键词
Industry; 4.0; Prognostics and Health Management; Maintenance Datasets; Information System; Maintenance Repository; MAINTENANCE;
D O I
10.1016/j.promfg.2020.02.044
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In the Industry 4.0 vision, Prognostics and Health Management (PHM) is expected to assist domain experts in the generation of maintenance decisions. PHM relies on the processing of data sensed from the manufacturing plant for inferring the future performance of production systems. The acquisition and management of data brings different challenges such as data integration, heterogeneity, search usability and volume. To be best of authors' knowledge, an information system for sharing maintenance data able to fulfill the aforementioned challenges is not available yet. XRepo is proposed within this paper and faces three of the identified challenges through selected functionality: i) Heterogeneity: stored data is complaint with a standard format that includes the information necessary for performing PHM analysis; ii) Integration: data is uploaded to the repository through files or web services; iii) Search usability: stored data can be filtered by criteria and downloaded. This work is meant to be an initial effort towards the generation of a common information system for PHM analysis. (C) 2020 The Authors. Published by Elsevier B.V.
引用
收藏
页码:146 / 153
页数:8
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