359
Views
4
CrossRef citations to date
0
Altmetric
Articles

Seeing around the corner: an analytic approach for predictive maintenance using sensor data

&
Pages 333-350 | Received 09 Jul 2015, Accepted 21 Aug 2015, Published online: 27 Oct 2015

References

  • Allison, P. (1995). Survival analysis using the SAS system: A practical guide. Cary, NC: SAS Publishing.
  • Allison, P. (2001). Logistic regression using the SAS system: Theory and application. Cary, NC: SAS Publishing.
  • Chan, F. T. S., Lau, H. C. W., Ip, R. W. L., Chan, H. K., & Kong, S. (2005). Implementation of total productive maintenance: A case study. International Journal of Production Economics, 95, 71–94.
  • Chen, L., Marsden, J., & Zhang, Z. (2012). Theory and analysis of company sponsored value co-creation. Journal of Management Information Systems, 29(2), 141–172.
  • Davenport, T. H. (2006). Competing on analytics. Harvard Business Review, 84(1), 1–10.
  • Davenport, T. H., & Harris, J. G. (2007). Competing on analytics: The new science of winning. Boston, MA: Harvard Business School Press.
  • Fu, C., Ye, L., Liu, Y., Yu, R., Iung, B., Cheng, Y., & Zeng, Y. (2004). Predictive maintenance in intelligent-control-maintenance-management system for hydroelectric generating unit. IEEE Transactions on Energy Conversion, 19(1), 179–186.
  • Grall, A., Dieulle, L., Bérenguer, C., & Roussignol, M. (2002). Continuous-time predictive-maintenance scheduling for a deteriorating system. IEEE Transactions on Reliability, 51(2), 141–150.
  • Gray, T. (2015). Big Data can help cut wind farm O&M costs, WINDPOWER 2015 Conference & Exhibition, Orlando, FL.
  • Higgins, L. R., & Mobley, R. K. (2001). Maintenance engineering handbook. New York: McGraw-Hill.
  • Houston, C. (2013). The real truth about wind farm O&M costs [online]. North American Windpower. Retrieved from http://www.nawindpower.com/issues/NAW1303/FEAT_01_The_Real.html
  • Juran, J. M., & Gryna, F. M. (1970). Quality planning and analysis. New York: McGraw-Hill.
  • Kaiser, K. A., & Gebraeel, N. Z. (2009). Predictive maintenance management using sensor-based degradation models. IEEE Transactions on Systems, Man, and Cybernetics – Part A: Systems and Humans, 39(4), 840–849.
  • Krohn, S., Morthorst, P. E., & Awerbuch, S. (2009). The economics of wind energy: A report by the European Wind Energy Association. Brussels: EWEA.
  • LaBelle, B. (2005). Beyond mere measurement [online]. International Society of Automation. Retrieved from http://www.isa.org/InTechTemplate.cfm?Section=Archives4&template=/ContentManagement/ContentDisplay.cfm&ContentID=49894
  • Levitt, J. (2003). Complete guide to preventive and predictive maintenance. New York: Industrial Press.
  • Mobley, R. K. (2002). An introduction to predictive maintenance (2nd ed.). Woburn, MA: Elsevier.
  • Park, K. S. (1993). Condition-based predictive maintenance by multiple logistic function. IEEE Transactions on Reliability, 42(4), 556–560.
  • Powers, M. (2013). The importance of sensors in wind turbine O&M, Renewable Energy Focus, http://www.renewableenergyfocus.com/view/35263/the-importance-of-sensors-in-wind-turbine-o-m/
  • Rausand, M., & Hoyland, A. (2004). System reliability theory: Models, statistical methods, and applications. Hoboken, NJ: John Wiley & Sons.
  • Swanson, E. B., & Dans, E. (2000). System life expectancy and the maintenance effort: Exploring their equilibration. MIS Quarterly, 24(2), 277–297.
  • Verma, A., & Kusiak, A. (2012). Fault monitoring of wind turbine generator brushes: A data-mining approach. Journal of Solar Energy Engineering, 134(2), 021001-1--021001-9.
  • Wu, S., Gebraeel, N., Lawley, M., & Yih, Y. (2007). A neural network integrated decision support system for condition-based optimal predictive maintenance policy. IEEE Transactions on Systems, Man, and Cybernetics – Part A: Systems and Humans, 37(2), 226–236.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.