A dynamic operative framework for allocation in automated storage and retrieval systems
Bertolini, M., Mezzogori, D., Neroni, M., & Zammori, F.
Expert Systems with Applications , 214 , 118940 (2023)
10.1016/j.eswa.2022.118940Research
My research focuses on the application of Artificial Intelligence and Machine Learning to operations management, logistics optimization, and manufacturing systems.
Research Interests
AI/ML for Operations Management
Logistics and Supply Chain Optimization
Discrete Event Simulation
Metaheuristics for Scheduling and Picking
Reinforcement Learning for Production Planning
Automated Storage and Retrieval Systems (AS/RS)
Digital Twins for Manufacturing
RFID Applications in Retail
Lean Manufacturing and Process Improvement
Selected Publications
Application and testing of RFID Software-Based Shielding in real fashion retail stores
Mezzogori, D., Rizzi, A., Romagnoli, G., & Rosa, M.
International Journal of RF Technologies: Research and Applications , 15(1) (2024)
10.3233/RFT-230020Enhancing Manual Order Picking through a New Metaheuristic, Based on Particle Swarm Optimization
Bertolini, M., Mezzogori, D., & Zammori, F.
Mathematics , 11(14) , 3077 (2023)
10.3390/math11143077A scrumban board-based approach to improve material flow in engineering to order (ETO) companies: an industrial application based on action research
Bertolini, M., Mezzogori, D., Neroni, M., & Zammori, F.
Production Planning and Control , 35(10) (2024)
10.1080/09537287.2023.2248940A new lean tool for design management: design cost deployment
Bertolini, M., Leali, F., Mezzogori, D., & Di Paco, F.
Journal of Engineering Design , 35(3) (2024)
10.1080/09544828.2024.2303953