Sara Antomarioni

Position

Research fellow – ING-IND/17

Tutor

Prof. Maurizio Bevilacqua

Research Areas

The research activities focus on Big Data Analytics and Data Mining methodologies applied to the manufacturing industry. The activity is mainly focused on the application of these methodologies in the field of predictive and condition-based maintenance, with a view to anticipating the occurrence of failures to ensure high levels of productivity.

Capsule Bio

Sara Antomarioni is a Management Engineer, graduated with honors from the Polytechnic University of Marche in July 2016. After graduating, she collaborated with the Department of Industrial Engineering and Mathematical Sciences as a research fellow, focusing her work on Lean Management and corporate culture in Lean environments. In November 2017, she was admitted to the PhD school of the Polytechnic University of Marche; during the second year of her PhD, she spent four months as a visting PhD student at the University of Seville.

Publications

1. Antomarioni, S., Bevilacqua, M., Potena, D., & Diamantini, C. (2019). Defining a data-driven maintenance policy: an application to an oil refinery plant. International Journal of Quality & Reliability Management, 36(1), 77-97.
2. Antomarioni, S., Bevilacqua, M., Ciarapica, F. E., & Mazzuto, G. Oil spills in European and North-American pipelines: an association rule-based analysis. Proceedings of the Summer School Francesco Turco. Volume 2018-September, 2018, Pages 355-361, 23rd Summer School “”Francesco Turco”” – Industrial Systems Engineering 2018; Grand Hotel et des Palmes Palermo; Italy; 12 September 2018 through 14 September 2018; Code 140896
3. Mazzuto, G., Bevilacqua, M., Ciarapica, F. E., Antomarioni, S. Drug warehouse optimization: An approach based on response surface method. Proceedings of the Summer School Francesco Turco. Volume 2018-September, 2018, Pages 355-361, 23rd Summer School “”Francesco Turco”” – Industrial Systems Engineering 2018; Grand Hotel et des Palmes Palermo; Italy; 12 September 2018 through 14 September 2018; Code 140896
4. Antomarioni, S., Bevilacqua, M., & Ciarapica, F. E. (2018, June). More Sustainable Performances Through Lean Practices: A Case Study. In 2018 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC) (pp. 1-8). IEEE.
5. Antomarioni, S., Bevilacqua, M., Ciarapica, F. E., De Sanctis, I., Ordiéres-Meré, J. (2018). The influence of cultural dimensions on lean projects success and barriers. International Journal of Management and Decision Making 17(1):1. DOI:10.1504/IJMDM.2018.10012664

Email:
s.antomarioni@staff.univpm.it

Phone:
+39 071 220 4767

Office:
Q180_045A