Service Innovation and Smart Analytics for Industry 4.0 and Big Data Environment

Procedia CIRP - Tập 16 - Trang 3-8 - 2014
Jay Lee1, Hung-An Kao1, Shanhu Yang1
1NSF I/UCRC Center for Intelligent Maintenance Systems (IMS), University of Cincinnati, Cincinnati, OH 45221-0072, USA

Tóm tắt

Từ khóa


Tài liệu tham khảo

Vandermerwe, 1989, Servitization of business: adding value by adding services, European Management Journal, 6, 314, 10.1016/0263-2373(88)90033-3

Baines, 2009, The servitization of manufacturing: a review of literature and reflection on future challenges, Journal of Manufacturing Technology Management, 20, 547, 10.1108/17410380910960984

Martinez, 2010, Challenges in transforming manufacturing organisations into product-service providers, Journal of Manufacturing Technology Management, 21, 449, 10.1108/17410381011046571

Mont, O. (2004). Product-service systems: panacea or myth?. Lund University.

Graham, P. (2005). Web 2.0. Consultado (21/12/2008) en: http://www.nosolousabilidad.com/articulos/Web20.htm.

McAfee, 2012, Big data: the management revolution, Harvard business review, 90, 60

Cohen, 2009, MAD skills: new analysis practices for big data, Proceedings of the VLDB Endowment, 2, 1481, 10.14778/1687553.1687576

Al-Noukari, M., & Al-Hussan, W. (2008, April). Using data mining techniques for predicting future car market demand; DCX case study. In Information and Communication Technologies: From Theory to Applications, 2008. ICTTA 2008. 3rd International Conference on (pp. 1-5). IEEE.

Chon, S.H., Slaney, M., & Berger, J. (2006, October). Predicting success from music sales data: a statistical and adaptive approach. In Proceedings of the 1st ACM workshop on Audio and music computing multimedia (pp. 83-88). ACM.

Provost, 2013, Data Science and its Relationship to Big Data and Data-Driven Decision Making, Big Data, 1, 51, 10.1089/big.2013.1508

Lee, B.E., Michaloski, J., Proctor, F., Venkatesh, S., & Bengtsson, N. (2010, January). MTConnect-based Kaizen for machine tool processes. In ASME 2010 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (pp. 1183-1190). American Society of Mechanical Engineers.

Lee, 2013, Recent advances and trends in predictive manufacturing systems in big data environment, Manufacturing Letters, 1, 38, 10.1016/j.mfglet.2013.09.005