Biblioteca Digital do Instituto Politécnico de Bragança   Instituto Politécnico de Bragança

Biblioteca Digital do IPB >
Escola Superior de Comunicação, Administração e Turismo >
Ciências Empresariais e Jurídicas >
CEJ - Resumos em Proceedings Não Indexados ao ISI >

Please use this identifier to cite or link to this item: http://hdl.handle.net/10198/7238

Título: Maintenance behaviour-based prediction system using data mining
Autor: Bastos, Pedro
Lopes, Rui Pedro
Pires, L.C.M.
Pedrosa, Tiago
Palavras-chave: Maintenance
Data mining
Issue Date: 2009
Editora: IEEE
Citação: Bastos, Pedro; Lopes, Rui Pedro; Pires, L.C.M.; Pedrosa, Tiago (2009) - Maintenance behaviour-based prediction system using data mining. In The IEEE International Conference on Industrial Engineering and Engineering Management. Hong Kong. p. 127
Resumo: In the last years we have assisted to several and deep changes in industrial manufacturing. Induced by the need of increasing efficiency, bigger flexibility, better quality and lower costs, it became more complex. The complexity of this new scenario has caused big pressure under enterprises production systems and consequently in its maintenance systems. Manufacturing systems recognize high level costs due equipment breakdown, motivated by the time spent to repair, which corresponds to no production time and scrapyard, and also money spent in repair actions. Usually, enterprises do not share data produced from their maintenance interventions. This investigation intends to create an organizational architecture that integrates data produced in factories on their activities of reactive, predictive and preventive maintenance. The main idea is to develop a decentralized predictive maintenance system based on data mining concepts. Predicting the possibility of breakdowns with bigger accuracy will increase systems reliability
Arbitragem científica: yes
URI: http://hdl.handle.net/10198/7238
Appears in Collections:CEJ - Resumos em Proceedings Não Indexados ao ISI

Files in This Item:

File Description SizeFormat
Comprovativo resumos.pdf948,34 kBAdobe PDFView/Open

Statistics
FacebookTwitterDeliciousLinkedInDiggGoogle BookmarksMySpaceOrkut
Formato BibTex mendeley Endnote Logotipo do DeGóis 

Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.

 


  © Instituto Politécnico de Bragança - Biblioteca Digital - Feedback - Statistics
  Estamos no RCAAP Governo Português separator Ministério da Educação e Ciência   Fundação para a Ciência e a Tecnologia

Financiado por:

POS_C UE