References

Aggarwal, Charu C. 2015. Data Mining: The Textbook. Cham: Springer International Publishing : Imprint: Springer.

Barszcz, Tomasz. 2019. Vibration-Based Condition Monitoring of Wind Turbines. Vol. 14. Applied Condition Monitoring. Cham: Springer International Publishing.

Bishop, Christopher M. 1996. Neural Networks for Pattern Recognition. Repr. Oxford: Clarendon.

Blockeel, Hendrik. 2016. Machine Learning and Inductive Inference. 5de, herz. uitg., herdr. Leuven: Acco.

Choudhary, Devendra, Mayank Tripathi, and Ravi Shankar. 2019. “Reliability, Availability and Maintainability Analysis of a Cement Plant: A Case Study.” The International Journal of Quality & Reliability Management 36 (3): 298–313. http://search.proquest.com/docview/2193101527/.

Cleves, William A, William W Gould, Roberto G Gutierrez, and Yulia Marchenko. 2010. An Introduction to Survival Analysis Using Stata. 3rd edition. Texas: Stata Corporation.

Coetzee, Jasper L. 1997. “The Role of Nhpp Models in the Practical Analysis of Maintenance Failure Data.” Reliability Engineering & System Safety 56 (2): 161–68. https://doi.org/https://doi.org/10.1016/S0951-8320(97)00010-0.

Collett, D. 2003. Modelling Survival Data in Medical Research, Second Edition. Chapman & Hall/Crc Texts in Statistical Science. Taylor & Francis. https://books.google.be/books?id=Hm\_FfYRHCuAC.

Cox, D. R, and D Oakes. 1998. Analysis of Survival Data. Repr. Monographs on Statistics and Applied Probability 21. Boca Raton: Chapman; Hall/CRC.

Elvebakk, G, Bo Lindqvist, and K Heggl. 1999. “The Trend-Renewal Process for Statistical Analysis of Repairable Systems.” Technometrics 45 (September). https://doi.org/10.1198/004017002188618671.

Everitt, B., and T. Hothorn. 2011. An Introduction to Applied Multivariate Analysis with R. Use R! Springer New York. https://books.google.be/books?id=BB51TWe94EwC.

Fridolin, Wild. 2019. “CRAN Task View: Natural Language Processing.” https://cran.r-project.org/view=NaturalLanguageProcessing.

Gamiz, Maria Luz, and Bo Henry Lindqvist. 2016. “Nonparametric Estimation in Trend-Renewal Processes.” Reliability Engineering & System Safety 145: 38–46. https://doi.org/https://doi.org/10.1016/j.ress.2015.08.015.

Hartler, G. 1989. “The Nonhomogeneous Poisson Process - a Model for the Reliability of Complex Repairable Systems.” Microelectronics Reliability 29 (3): 381–86. https://doi.org/https://doi.org/10.1016/0026-2714(89)90624-0.

“ISO 13373-1:2002 (Vibration Condition Monitoring - Part 1:General Procedures).” 2002. Standard. Vol. 2002. Geneva, CH: International Organization for Standardization.

“ISO 13373-2:2016 (Vibration Condition Monitoring - Part 2:Processing, Analysis and Presentation of Vibration Data).” 2016. Standard. Vol. 2016. Geneva, CH: International Organization for Standardization.

“ISO 14224:2016 (Collection and Exchange of Reliability and Maintenance Data for Equipment).” 2016. Standard. Vol. 2016. Geneva, CH: International Organization for Standardization.

Jardine, A. K. S., P. M. Anderson, and D. S. Mann. n.d. “Application of the Weibull Proportional Hazards Model to Aircraft and Marine Engine Failure Data.” Quality and Reliability Engineering International 3 (2): 77–82. https://doi.org/10.1002/qre.4680030204.

Jardine, A. K.S., and A. H.C. Tsang. 2013. Maintenance, Replacement, and Reliability: Theory and Applications, Second Edition. Mechanical Engineering. Taylor & Francis. https://books.google.be/books?id=6sgh7iIQxboC.

Jardine, Andrew K. S., Daming Lin, and Dragan Banjevic. 2006. “A Review on Machinery Diagnostics and Prognostics Implementing Condition-Based Maintenance.” Mechanical Systems and Signal Processing 20 (7): 1483–1510. https://doi.org/https://doi.org/10.1016/j.ymssp.2005.09.012.

Josse, Julie, Nicholas Tierney, and Nathalie Vialaneix. n.d. “CRAN Task View: Missing Data.” https://cran.r-project.org/view=MissingData.

Kijima, Masaaki. 1989. “Some Results for Repairable Systems with General Repair.” Journal of Applied Probability 26 (1): 89–102. http://www.jstor.org/stable/3214319.

Kleinbaum, David G., Mitchel Klein, and J Samet. 2006. Survival Analysis : A Self-Learning Text. New York: Springer.

Kutner, Michael H, William Li, Christopher J Nachtsheim, and John Neter. 2005. Applied Linear Statistical Models. 5th edition. Boston: McGraw-Hill/Irwin.

Lawless, Jerald F. 2007. The Statistical Analysis of Recurrent Events. Statistics for Biology and Health. New York, NY: Springer New York.

Lengerich, Eugene. n.d. “STAT 507: Epidemiological Research Methods.” https://newonlinecourses.science.psu.edu/stat507/node/81/.

Lindqvist, Bo Henry. 2006. “On the Statistical Modeling and Analysis of Repairable Systems.” Statist. Sci. 21 (4): 532–51. https://doi.org/10.1214/088342306000000448.

Liu, Enwu, and Karen Lim. 2018. “Using the Weibull Accelerated Failure Time Regression Model to Predict Time to Health Events.” bioRxiv. https://doi.org/10.1101/362186.

Moore, Dirk. 2016. Applied Survival Analysis Using R. https://doi.org/10.1007/978-3-319-31245-3.

Muchiri, Peter, Liliane Pintelon, Harry Martin, and Peter Chemweno. 2013. “Modelling Maintenance Effects on Manufacturing Equipment Performance: Results from Simulation Analysis.” International Journal of Production Research 52 (November): 3287–3302. https://doi.org/10.1080/00207543.2013.870673.

Nystad, Bent Helge, and Magnus Rasmussen. 2010. “Remaining Useful Life of Natural Gas Export Compressors.” Journal of Quality in Maintenance Engineering 16 (2): 129–43. https://doi.org/10.1108/13552511011048887.

Pintelon, Liliane, and Alejandro Parodi-Herz. 2008. “Maintenance: An Evolutionary Perspective.” In Complex System Maintenance Handbook, 21–48. London: Springer London. https://doi.org/10.1007/978-1-84800-011-7_2.

Rausand, M., and A. Høyland. 2004. System Reliability Theory: Models, Statistical Methods, and Applications. Wiley Series in Probability and Statistics - Applied Probability and Statistics Section. Wiley. https://books.google.be/books?id=gkUWz9AA-QEC.

Rencher, A. C. 2002. Methods of Multivariate Analysis. Wiley Series in Probability and Statistics. Wiley. https://books.google.be/books?id=4xGlNAEACAAJ.

Robinson, David, and Julia Silge. 2017. Text Mining with R: A Tidy Approach. O’Reilly Media. http://shop.oreilly.com/product/0636920067153.do.

Ruijters, Enno Jozef Johannes, Dennis Guck, Peter Drolenga, Margot Peters, Mariëlle Ida Antoinette Stoelinga, Gul Agha, and Benny Van Houdt. 2016. “Maintenance Analysis and Optimization via Statistical Model Checking: Evaluating a Train Pneumatic Compressor.” Proceedings of the 13th International Conference on Quantitative Evaluation of SysTems, QEST 2016, 331–47.

Salameh, Jack P., Sebastien Cauet, Erik Etien, Anas Sakout, and Laurent Rambault. 2018. “Gearbox Condition Monitoring in Wind Turbines: A Review.” Mechanical Systems and Signal Processing 111: 251–64.

Sharma, Subhash. 1996. Applied Multivariate Techniques. New York: Wiley.

Swiniarski, Roman W, Witold Pedrycz, and Lukasz A Kurgan. 2007. Data Mining: A Knowledge Discovery Approach. Boston, MA: Springer US.

Tanwar, Monika, Rajiv N. Rai, and Nomesh Bolia. 2014. “Imperfect Repair Modeling Using Kijima Type Generalized Renewal Process.” Reliability Engineering & System Safety 124: 24–31. https://doi.org/https://doi.org/10.1016/j.ress.2013.10.007.

Therneau, Patricia M., Terry M.; Grambsch. 2000. Modeling Survival Data: Extending the Cox Model. New York: Springer.

Wakiru, James M., Liliane Pintelon, Peter N. Muchiri, and Peter K. Chemweno. 2019. “A Review on Lubricant Condition Monitoring Information Analysis for Maintenance Decision Support.” Mechanical Systems and Signal Processing 118: 108–32. https://doi.org/https://doi.org/10.1016/j.ymssp.2018.08.039.

Wu, Shaomin, and Philip Scarf. 2017. “Two New Stochastic Models of the Failure Process of a Series System.” European Journal of Operational Research 257 (3): 763–72. https://doi.org/https://doi.org/10.1016/j.ejor.2016.07.052.

Yanez, Medardo, Francisco Joglar, and Mohammad Modarres. 2002. “Generalized Renewal Process for Analysis of Repairable Systems with Limited Failure Experience.” Reliability Engineering & System Safety 77 (2): 167–80. https://doi.org/https://doi.org/10.1016/S0951-8320(02)00044-3.

Yang, Dong, Hui Li, Yaogang Hu, Jie Zhao, Hongwei Xiao, and Yongsen Lan. 2016. “Vibration Condition Monitoring System for Wind Turbine Bearings Based on Noise Suppression with Multi-Point Data Fusion.” Renewable Energy 92: 104–16.

Zacks, Shelemyahu. 2012. Introduction to Reliability Analysis: Probability Models and Statistical Methods. Springer. https://doi.org/https://doi.org/10.1007/978-1-4612-2854-7.