MATTEO MARINACCI

PhD Graduate

PhD program:: XXXVIII



Thesis title: An Integrated Approach to Smart Satellite Manufacturing: Bridging Humans, Robots and Data

Aerospace manufacturing occupies a distinctive position within industrial production. Space systems are high-value, low-volume artefacts, and their realisation depends on Manufacturing, Assembly, Integration and Testing (MAIT) activities that remain highly procedural and human-centred. In this context, operator expertise is still essential to ensure quality, traceability and process control. The low production volumes, frequent configuration changes and high cost of errors that characterise this domain limit the direct transfer of large-scale automation paradigms from high-volume sectors, shifting the focus from replacing human work to augmenting it. This thesis investigates how Industry 4.0 technologies can be systematically applied to the MAIT of small satellite platforms, with particular attention to CubeSats, along a coherent path from real-time operator support, to knowledge formalisation, to process optimisation. The work is organised around three objectives. First, an XR-assisted Cyber-Physical System framework, driven by a Domain-Specific Language and marker-less object recognition, is designed and evaluated on a CubeSat structural subsystem through a controlled user study with 40 participants, showing improvements in task completion time, error reduction and perceived usability compared to paper-based procedures. Second, the thesis explores the use of an on-premise LLM pipeline to extract procedural knowledge from heterogeneous engineering documents into DSL specifications, and discusses the role of the DSL as a common abstraction layer for integrating XR guidance and collaborative-robot execution. Third, DTLogExtSim is introduced as a containerised, domain-agnostic framework combining automated process discovery, discrete-event simulation and what-if analysis over execution logs to support data-driven decision-making.

Research products

11573/1769717 - 2026 - FIDES: A Neuro-Symbolic Conversational Tool for Faithful Production Process Intelligence
Casciani, Angelo; Italia, Fabrizio; Lestingi, Livia; Marinacci, Matteo; Marrella, Andrea; Matta, Andrea - 04b Atto di convegno in volume
conference: International Conference on Advanced Information Systems Engineering (CAiSE) 2026 (Verona; Italy)
book: Intelligent Information Systems. CAiSE 2026 Forum and Doctoral Consortium, Verona, Italy, June 8–12, 2026, Proceedings - (9783032279965; 9783032279972)

11573/1764663 - 2025 - 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 - 04b Atto di convegno in volume
conference: 33nd Symposium on Advanced Database Systems (Ischia, Italy)
book: SEBD 2025 Symposium on Advanced Database Systems 2025 - ()

11573/1740024 - 2025 - SAMBA: A reference framework for Human-in-the-Loop in adaptive Smart Manufacturing
Bianchini, Filippo; Calamo, Marco; De Luzi, Francesca; Macri, Mattia; Marinacci, Matteo; Mathew, Jerin George; Monti, Flavia; Rossi, Jacopo; Leotta, Francesco; Mecella, Massimo - 04c Atto di convegno in rivista
paper: PROCEDIA COMPUTER SCIENCE (Amsterdam : Elsevier) pp. 2257-2267 - issn: 1877-0509 - wos: (0) - scopus: 2-s2.0-105000505153 (10)
conference: 6th International Conference on Industry 4.0 and Smart Manufacturing, ISM 2024 (Praga, Repubblica Ceca)

11573/1755628 - 2025 - Talk Smart, Stay Safe: Intelligent Conversational Agents for Urban Security
Bianchini, Filippo; Van Den Heuvel, Willem-Jan; Marinacci, Matteo; Mecella, Massimo; Rossi, Jacopo; Tamburri, Damian A. - 04b Atto di convegno in volume
conference: 19th Symposium and Summer School on Service-Oriented Computing, SummerSOC 2025 (Crete; Greece)
book: Service-Oriented Computing. 19th Symposium and Summer School, SummerSOC 2025, Crete, Greece, June 16–21, 2025, Revised Selected Papers - (9783032073129; 9783032073136)

11573/1739625 - 2025 - DIE-VIS: An Automated Visual Inspection System for Cardboard Box Manufacturing
Monti, Flavia; Marinacci, Matteo; Leotta, Francesco; Mecella, Massimo - 04b Atto di convegno in volume
conference: Workshops that were held in conjunction with the 18th European Conference on Computer Vision, ECCV 2024 (Milano)
book: Computer Vision – ECCV 2024 Workshops - (9783031928048; 9783031928055)

11573/1766936 - 2025 - LLM-Driven Cloud-Based Infrastructure Design
Sepielli, Andrea; Calamo, Marco; Bianchini, Filippo; De Luzi, Francesca; Marinacci, Matteo; Monti, Flavia; Rossi, Jacopo; Mecella, Massimo; Tamla, Philippe; Krause, Thomas; Hemmje, Matthias - 04b Atto di convegno in volume
conference: 2025 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2025 (Wuhan; China)
book: [Proceedings of] 2025 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2025 - (979-8-3315-1557-7; 979-8-3315-1558-4)

11573/1718091 - 2024 - A Context-Aware Framework to Support Decision-Making in Production Planning
Agostinelli, S.; Benvenuti, D.; Casciani, A.; De Luzi, F.; Marinacci, M.; Marrella, A.; Rossi, J. - 04b Atto di convegno in volume
conference: International Conference on Advanced Information Systems Engineering (Limassol; Cyprus)
book: Advanced Information Systems Engineering. 36th International Conference, CAiSE 2024, Limassol, Cyprus, June 3–7, 2024, Proceedings - (9783031610561; 9783031610578)

11573/1739457 - 2024 - An Industry 4.0 Framework for Immersive Reality During Assembly and Testing of Satellites
Marinacci, Matteo; Carini, Anna; Eugeni, Marco; Pasquali, Michele; Mecella, Massimo - 04b Atto di convegno in volume
conference: 3rd IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering, MetroXRAINE 2024 (gbr)
book: 2024 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering, MetroXRAINE 2024 - Proceedings - (9798350378009)

11573/1739458 - 2024 - Enhancing the MAIT of Aerospace Systems Through AI-Based Immersive Technologies
Pasquali, Michele; Pesce, Jacopo; Carini, Anna; Marinacci, Matteo; Rossi, Jacopo; Boscia, Michela; Eugeni, Marco; Arman, Ala; Leotta, Francesco; Marzioli, Paolo; Mecella, Massimo; Piergentili, Fabrizio; Gaudenzi, Paolo. - 04b Atto di convegno in volume
conference: 75th International Astronautical Congress (IAC) (Milano)
book: Proceedings of the 75th International Astronautical Congress IAC-24 - ()

11573/1739442 - 2024 - Cyber-physical system implementation for the AR-assisted AIT of aerospace components
Pesce, J.; Carini, A.; Marinacci, M.; Boscia, M.; Marzioli, P.; Pasquali, M.; Eugeni, M.; Mecella, M.; Piergentili, P.; Gaudenzi, P. - 04b Atto di convegno in volume
conference: 34th Congress of the International Council of the Aeronautical Sciences (Firenze)
book: 34th Congress of the International Council of the Aeronautical Sciences, ICAS 2024 - ()

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