Machining conditions-based preventive maintenance

Creative Commons License

Akturk M. S., Gurel S.

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, cilt.45, sa.8, ss.1725-1743, 2007 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 45 Sayı: 8
  • Basım Tarihi: 2007
  • Doi Numarası: 10.1080/00207540600703587
  • Dergi Adı: INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.1725-1743
  • Anahtar Kelimeler: preventive maintenance, condition-based maintenance, CNC machines, machining conditions selection, geometric programming, ECONOMICS PROBLEM, PARAMETER SELECTION, OPTIMIZATION, POLICIES, FAILURE, IMPACT
  • Orta Doğu Teknik Üniversitesi Adresli: Hayır

Özet

In this study we propose an operating conditions-based preventive maintenance ( PM) approach for computer numerical control (CNC) turning machines. A CNC machine wears according to how much it is used and the conditions under which it is used. Higher power or production rates result in more wear and higher failure rates. This relationship between the operating conditions and maintenance requirements is usually overlooked in the literature. On CNC turning machines we can control the machining conditions such as cutting speed and feed rate, which in turn affect the PM requirements of the CNC machine. We provide a new model to link the PM decisions to the machining conditions selection decisions, so that these two decision-making problems can be solved together by considering their impact on each other. We establish that our proposed geometric programming model captures the related cost terms along with the technological restrictions of CNC machines. The proposed preventive maintenance index function can be used to provide an intelligent CNC machine degradation assessment.