SARA ANTOMARIONI

Sara Antomarioni is a Researcher at the Department of Industrial Engineering and Mathematical Sciences (DIISM) within the Faculty of Engineering at Università Politecnica delle Marche (UNIVPM) in Ancona, Italy. Her work focuses on industrial engineering with particular emphasis on maintenance strategies, data-driven decision making, and sustainable technologies in various industrial contexts including maritime transportation and manufacturing systems.

Dr. Antomarioni's research spans multiple key areas in modern industrial engineering. She specializes in applying data mining and machine learning techniques to solve complex production and maintenance problems. Her work bridges traditional engineering practices with cutting-edge digital technologies, particularly in the areas of Total Productive Maintenance (TPM), predictive maintenance, and Industry 4.0 applications. She has developed innovative frameworks combining association rule mining with mathematical models to optimize production scheduling and maintenance strategies across various industrial sectors.

Her publication record demonstrates a strong focus on practical applications of advanced analytics in industrial settings. A significant portion of her recent work addresses sustainability challenges in maritime transportation, particularly through carbon capture technologies. She has also developed approaches combining data mining with augmented reality for applications in diverse industries including fashion. Her research consistently emphasizes the integration of theoretical models with real-world case studies, ensuring practical relevance and applicability of her findings.

Dr. Antomarioni has contributed to numerous research projects focusing on industrial maintenance optimization, production efficiency, and sustainable engineering solutions. Her work often involves collaboration with industry partners to implement data-driven approaches for improving operational performance and environmental sustainability.