This discussion paper presents the design and implementation of a decision-making framework for simulating production planning in manufacturing. The framework integrates techniques from Process Mining, Business Process Simulation, and Visual Analytics to analyze and interpret historical production event data. The business case centers on a manufacturing company specializing in sanitaryware production. The results highlight the potential of the framework to automatically generate production planning simulations, improving decision-making support.
A Framework for Enhanced Decision-Making Support in Production Planning through Event Data Analysis / Agostinelli, Simone; Benvenuti, Dario; Casciani, Angelo; De Luzi, Francesca; Marinacci, Matteo; Marrella, Andrea; Rossi, Jacopo. - 4182:(2025), pp. 274-283. ( 33nd Symposium on Advanced Database Systems Ischia, Italy ).
A Framework for Enhanced Decision-Making Support in Production Planning through Event Data Analysis
Simone Agostinelli
;Dario Benvenuti;Angelo Casciani;Francesca De Luzi;Matteo Marinacci;Andrea Marrella;Jacopo Rossi
2025
Abstract
This discussion paper presents the design and implementation of a decision-making framework for simulating production planning in manufacturing. The framework integrates techniques from Process Mining, Business Process Simulation, and Visual Analytics to analyze and interpret historical production event data. The business case centers on a manufacturing company specializing in sanitaryware production. The results highlight the potential of the framework to automatically generate production planning simulations, improving decision-making support.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
