MARGHERITA BERNABEI

Dottoressa di ricerca

ciclo: XXXVII



Titolo della tesi: Supporting the management of the transition towards human-centricity: characterizations of smart manufacturing systems for efficient performance and dynamic evolution

The integration of smart technologies into manufacturing systems requires adopting transition management strategies that go beyond simple technology implementation. The thesis aims to support the management of smart manufacturing systems in which humans and machines interact, leveraging on the concept of characterization. In this work, characterization is intended as the description and typification of a system, relying on a set of aspects that provide insights about system’s characteristics and properties. Such description could be performed at different levels, i.e., macro- and micro-characterization. First, the potential of the characterization offered by maturity models is explored. Results show that those models provide a partial macro-characterization of manufacturing system. Consequently, the research extends the macro-characterization by considering occupational health and safety issues, relying on Resilience Engineering principles. Finally, a micro-characterization perspective is adopted to explore levels of automation within smart manufacturing systems, focusing on adaptive automation principles. To achieve these results, inductive and deductive methods are alternated to map the state of the art of the concepts investigated, collect direct and indirect knowledge, and translate them into operational implications with respect to specific contexts. The results show how the macro- and micro-characterization provides a comprehensive understanding of smart manufacturing systems, using a more general or more specific level of system detail, depending on the management needs and time horizon under consideration. The macro perspective helps organizations map their digital transformation at a strategic level, while the micro perspective ensures management of the day-to-day complexities and operational challenges that arise. Together, these perspectives provide managers with the understanding they need to navigate the evolving smart manufacturing landscape, fostering the development of more informed and human-centered digital growth strategies.

Produzione scientifica

11573/1738604 - 2025 - Assessing smart manufacturing by combining it systems and enabling technologies in a fuzzy cognitive maturity model
Andreou, Andreas S.; Bernabei, Margherita; Christoforou, Andreas; Colabianchi, Silvia; Costantino, Francesco; Leotta, Francesco; Mathew, Jerin George; Mecella, Massimo; Monti, Flavia - 01a Articolo in rivista
rivista: INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING (Taylor & Francis Limited:Rankine Road, Basingstoke RG24 8PR United Kingdom:011 44 1256 813035, EMAIL: madeline.sims@tandf.co.uk, info@tandf.co.uk, INTERNET: http://www.tandf.co.uk, Fax: 011 44 1256 330245) pp. 1-35 - issn: 0951-192X - wos: WOS:001484043900001 (0) - scopus: 2-s2.0-105004462741 (0)

11573/1723949 - 2025 - Transforming Training With New Enabling Technologies: A Proposal To Verify The Efficacy Of Virtual Reality Tools In The Occupational Health And Safety Sector
Bentivenga, Rosina; Bernabei, Margherita; Carli, Marco; Colabianchi, Silvia; Costantino, Francesco; Ferrarotti, Anna; Neri, Michael; Pietrafesa, Emma; Sorrentino, Edvige; Stabile, Sara - 04b Atto di convegno in volume
congresso: 8th World Conference on Smart Trends in Systems Security and Sustainability, WorldS4 2024 (London; United Kingdom)
libro: Intelligent Sustainable Systems - (9789819793266)

11573/1734576 - 2025 - Leveraging Performance-Shaping Factors for a human-centric adaptive automation algorithm
Bernabei, Margherita - 04c Atto di convegno in rivista
rivista: PROCEDIA COMPUTER SCIENCE (Amsterdam : Elsevier) pp. 146-154 - issn: 1877-0509 - wos: (0) - scopus: 2-s2.0-105000521193 (0)
congresso: International Conference on Industry 4.0 and Smart Manufacturing (Prague)

11573/1748869 - 2025 - Catching adaptive patterns: from the theory of graceful extensibility to empirical findings in a simulation platform
Bernabei, Margherita; Patriarca, Riccardo - 04b Atto di convegno in volume
congresso: ISIEA 2025 - 4th International Symposium on Industrial Engineering and Automation (Bozen, Italy)
libro: Lecture Notes in Networks and Systems - ()

11573/1743302 - 2025 - Adapting on the fly: a data-driven approach to capture adaptive behaviors in collaborative human-machine systems
Bernabei, Margherita; Simone, Francesco; Lombardi, Manuel; Montaruli, Andrea; Capotorto, Rossella; Ronca, Vincenzo; Borghini, Gianluca; Drogoul, Fabrice; Patriarca, Riccardo - 04d Abstract in atti di convegno
congresso: Safety-II-In-Practice Workshop 2025 (Maastricht)
libro: Safety-II-In-Practice Workshop 2025 workshop - ()

11573/1743206 - 2025 - Assessing Resilience Practices in the Digital Transformation Era: A Storytelling-Based Cross-Sectional Study in Italy
Stabile, Sara; Bentivenga, Rosina; Pietrafesa, Emma; Sorrentino, Edvige; Bernabei, Margherita; Colabianchi, Silvia; Costantino, Francesco - 01a Articolo in rivista
rivista: APPLIED SCIENCES (Basel: MDPI AG, 2011-) pp. - - issn: 2076-3417 - wos: WOS:001505779600001 (0) - scopus: 2-s2.0-105007846746 (0)

11573/1749023 - 2025 - Innovative systems for OSH training: VR Tour case study for LOTO procedure
Stabile, Sara; Pietrafesa, Emma; Bentivenga, Rosina; Sorrentino, Edvige; Carli, Marco; Ferrarotti, Anna; Bernabei, Margherita; Costantino, Francesco - 04b Atto di convegno in volume
congresso: ICSI 2025 (Rome; Italy)
libro: ICSI 2025 International Conference on Safety & Innovation - ()

11573/1749815 - 2025 - Progetto Fereo: analisi dei processi e dei modelli organizzativi aziendali interessati dalla trasformazione digitale
Stabile, Sara; Sorrentino, Edvide; Pietrafesa, Emma; Benitvenga, Rosina; Bernabei, Margherita; Colabianchi, Silvia; Costantino, Francesco - 04b Atto di convegno in volume
congresso: 41 Congresso Nazionale di Igiene Industriale e Ambientale (Taranto; Italia)
libro: Atti del 41 Congresso Nazionale di Igiene Industriale e Ambientale - ()

11573/1723944 - 2024 - Advancing Occupational Safety and Health training: a Safety-II integration of the ADDIE model for virtual reality
Bentivenga, Rosina; Bernabei, Margherita; Carli, Marco; Colabianchi, Silvia; Costantino, Francesco; Ferrarotti, Anna; Neri, Michael; Pietrafesa, Emma; Sorrentino And Sara Stabile, Edvige - 04b Atto di convegno in volume
congresso: 14th International Conference in Methodologies and intelligent Systems for Techhnology Enhanced Learning, MIS4TEL 2024 (Salamanca; Spain)
libro: Methodologies and Intelligent Systems for Technology Enhanced Learning, 14th International Conference - (9783031735370)

11573/1701051 - 2024 - Adaptive Automation: status of research and future challenge
Bernabei, M.; Costantino, F. - 01g Articolo di rassegna (Review)
rivista: ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING (Elsevier Science Limited:Oxford Fulfillment Center, PO Box 800, Kidlington Oxford OX5 1DX United Kingdom:011 44 1865 843000, 011 44 1865 843699, EMAIL: asianfo@elsevier.com, tcb@elsevier.co.UK, INTERNET: http://www.elsevier.com, http://www.elsevier.com/locate/shpsa/, Fax: 011 44 1865 843010) pp. - - issn: 0736-5845 - wos: WOS:001171877800001 (6) - scopus: 2-s2.0-85183451820 (12)

11573/1721931 - 2024 - A meta-model-driven approach to support digitization evolution with maturity models
Bernabei, M.; Costantino, F.; Tronci, M. - 01a Articolo in rivista
rivista: JOURNAL OF INDUSTRIAL INTEGRATION AND MANAGEMENT (World Scientific Europe) pp. 1-47 - issn: 2424-8622 - wos: WOS:001293607200002 (1) - scopus: 2-s2.0-85201787178 (0)

11573/1723935 - 2024 - Enhancing Occupational Safety and Health Training: A Guideline for Virtual Reality Integration
Bernabei, Margherita; Colabianchi, Silvia; Carli, Marco; Costantino, Francesco; Ferrarotti, Anna; Neri, Michael; Stabile, Sara - 01a Articolo in rivista
rivista: IEEE ACCESS (Piscataway NJ: Institute of Electrical and Electronics Engineers) pp. 154349-154364 - issn: 2169-3536 - wos: WOS:001346093400001 (7) - scopus: (0)

11573/1725841 - 2024 - Raw Material Size Commonality Decision Tool: A Bi-Objective Integer Programming Model
Bernabei, Margherita; Colabianchi, Silvia; Costantino, Francesco; De Santis, Marianna; Patria, Daniele - 13a Altro ministeriale

11573/1723952 - 2024 - Ergonomic training tool: a pose detection-based digitalization of ISO/TR 12295 and ISO 11228-1
Sabetta, Nicolò; Bernabei, Margherita; Colabianchi, Silvia; Colangelo, Davide; Costantino, Francesco - 04b Atto di convegno in volume
congresso: 29th Summer School Francesco Turco, 2024 (Otranto; Italy)
libro: Proceedings of the Summer School Francesco Turco - ()

11573/1749806 - 2024 - Trasformazione digitale: analisi dei rischi e strumenti di self assessment della resilienza organizzativa per la salute e sicurezza sul lavoro
Stabile, Sara; Sorrentino, Edvige; Pietrafesa, Emma; Bentivenga, Rosina; Bernabei, Margherita; Costantino, Francesco - 04b Atto di convegno in volume
congresso: 40 Congresso Nazionale di Igiene Industriale e Ambientale (Padova; Italia)
libro: Atti del 40 Congresso Nazionale di Igiene Industriale e Ambientale - ()

11573/1693686 - 2023 - Resilience potentials for health and safety management in cobot applications using the resilience analysis grid
Adriaensen, A.; Bernabei, M.; Costantino, F.; Falegnami, A.; Stabile, S.; Patriarca, R. - 01a Articolo in rivista
rivista: JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING (American Society of Mechanical Engineers:22 Law Drive:Fairfield, NJ 07007:(800)843-2763, (973)882-1167, EMAIL: infocentral@asme.org, INTERNET: http://www.asme.org, Fax: (973)882-1717) pp. - - issn: 1087-1357 - wos: WOS:001063790700008 (6) - scopus: 2-s2.0-85175209207 (9)

11573/1679356 - 2023 - Trasformazione digitale tra opportunità, rischi e mitigazione
Bentivenga, Rosina; Bernabei, Margherita; Costantino, Francesco; Della Rina, Davide; Falegnami, Andrea; Fedele, Lorenzo; Isceri, Marco; Luppi, Roberto; Macioce, Fabio; Maule, Elena; Pietrafesa, Emma; Robasto, Daniela; Stabile, Sara; Sorrentino, Edvige - 03a Saggio, Trattato Scientifico

11573/1667931 - 2023 - Assessment of smart transformation in the manufacturing process of aerospace components through a data-driven approach
Bernabei, M.; Eugeni, M.; Gaudenzi, P.; Costantino, F. - 01a Articolo in rivista
rivista: GLOBAL JOURNAL OF FLEXIBLE SYSTEMS MANAGEMENT (BErlin. Springer New Delhi : Global Institute of Flexible Systems Management) pp. 67-86 - issn: 0972-2696 - wos: (0) - scopus: 2-s2.0-85143206223 (12)

11573/1690530 - 2023 - Students’ use of large language models in engineering education: A case study on technology acceptance, perceptions, efficacy, and detection chances
Bernabei, Margherita; Colabianchi, Silvia; Falegnami, Andrea; Costantino, Francesco - 01a Articolo in rivista
rivista: COMPUTERS AND EDUCATION. ARTIFICIAL INTELLIGENCE (Oxford: Elsevier Ltd.) pp. - - issn: 2666-920X - wos: (0) - scopus: 2-s2.0-85173847244 (97)

11573/1702955 - 2023 - Design a dynamic automation system to adaptively allocate functions between humans and machines
Bernabei, Margherita; Costantino, Francesco - 04b Atto di convegno in volume
congresso: IFAC 2023 (Yokohama; Japan)
libro: Proceedings of 22nd IFAC World Congress Yokohama, Japan, July 9-14, 2023 - IFAC PAPERSONLINE - ()

11573/1710478 - 2023 - Detecting dangerous behaviours and promoting safety in manufacturing using computer vision
Colabianchi, S.; Bernabei, M.; Costantino, F. - 04c Atto di convegno in rivista
rivista: ...SUMMER SCHOOL FRANCESCO TURCO. PROCEEDINGS (Ancona : AIDI) pp. - - issn: 2283-8996 - wos: (0) - scopus: 2-s2.0-85193756965 (1)
congresso: 28th Summer School Francesco Turco, 2023 (Genoa; Italy)

11573/1701181 - 2023 - MARLIN Method: Enhancing Warehouse Resilience in Response to Disruptions
Colabianchi, S.; Bernabei, M.; Costantino, F.; Romano, E.; Falegnami, A. - 01a Articolo in rivista
rivista: LOGISTICS (MDPI AG, Basel, Switzerland) pp. - - issn: 2305-6290 - wos: WOS:001130890400001 (4) - scopus: 2-s2.0-85180720153 (5)

11573/1664079 - 2022 - Natural Language Processing applications in manufacturing: a systematic literature review
Bernabei, M.; Colabianchi, S.; Costantino, F. - 04c Atto di convegno in rivista
rivista: ...SUMMER SCHOOL FRANCESCO TURCO. PROCEEDINGS (Ancona : AIDI) pp. - - issn: 2283-8996 - wos: (0) - scopus: 2-s2.0-85142843362 (5)
congresso: 27th Summer School Francesco Turco, 2022 (Genova)

11573/1659686 - 2022 - Actions and strategies for coronavirus to ensure supply chain resilience: a systemic review
Bernabei, Margherita; Colabianchi, Silvia; Costantino, Francesco - 01a Articolo in rivista
rivista: SUSTAINABILITY (Basel : MDPI) pp. - - issn: 2071-1050 - wos: WOS:000875151500001 (8) - scopus: 2-s2.0-85140743359 (10)

11573/1617182 - 2022 - Warehouse resilience framework for the Covid-19 disruption
Bernabei, Margherita; Colabianchi, Silvia; Costantino, Francesco; Falegnami, Andrea - 04b Atto di convegno in volume
congresso: 22nd International Working Seminar on Production Economics (Virtual, Online)
libro: Proceedings of 22nd International Working Seminar on Production Economics - ()

11573/1666279 - 2022 - Nuovi strumenti per la gestione della salute e sicurezza sul lavoro con i cobot
Bernabei, Margherita; Costantino, Francesco; Falegnami, Andrea; Stabile, Sara - 02a Capitolo o Articolo
libro: Robot e cobot nell’impresa e nella scuola. Processi formativi e trasformativi nella workplace innovation - (9788835144816)

11573/1664077 - 2022 - Chatbot for training and assisting operators in inspecting containers in seaports
Colabianchi, Silvia; Bernabei, Margherita; Costantino, Francesco - 04c Atto di convegno in rivista
rivista: TRANSPORTATION RESEARCH PROCEDIA (Amsterdam: Elsevier) pp. 6-13 - issn: 2352-1457 - wos: (0) - scopus: 2-s2.0-85144313803 (25)
congresso: International scientific conference 'The Science and Development of Transport - Znanost i razvitak prometa', ZIRP 2022 (Sibenik)

11573/1600504 - 2022 - An industry 4.0 approach to large scale production of satellite constellations. The case study of composite sandwich panel manufacturing
Eugeni, M.; Quercia, T.; Bernabei, M.; Boschetto, A.; Costantino, F.; Lampani, L.; Spaccamela, A. M.; Lombardo, A.; Mecella, M.; Querzoni, L.; Usinger, R.; Aliprandi, M.; Stancu, A.; Ivagnes, M. M.; Morabito, G.; Simoni, A.; Brandao, A.; Gaudenzi, P. - 01a Articolo in rivista
rivista: ACTA ASTRONAUTICA (Elmsford N.Y.: Pergamon Press) pp. 276-290 - issn: 0094-5765 - wos: WOS:000772023700022 (18) - scopus: 2-s2.0-85121914980 (29)

11573/1667963 - 2022 - Yet Another Warehouse KPI’s Collection
Falegnami, A.; Bernabei, M.; Colabianchi, S.; Tronci, M. - 04c Atto di convegno in rivista
rivista: ...SUMMER SCHOOL FRANCESCO TURCO. PROCEEDINGS (Ancona : AIDI) pp. - - issn: 2283-8996 - wos: (0) - scopus: 2-s2.0-85142841341 (3)
congresso: 27th Summer School Francesco Turco, 2022 (Genova)

11573/1616776 - 2021 - Using Natural Language Processing to uncover main topics in defect recognition literature
Bernabei, M.; Colabianchi, S.; Costantino, F.; Patriarca, R. - 04c Atto di convegno in rivista
rivista: ...SUMMER SCHOOL FRANCESCO TURCO. PROCEEDINGS (Ancona : AIDI) pp. - - issn: 2283-8996 - wos: (0) - scopus: 2-s2.0-85124648578 (2)
congresso: 26th Summer School Francesco Turco, 2021 (Virtual, Online)

11573/1584614 - 2021 - New and emerging hazards for health and safety within digitalized manufacturing systems
Costantino, F.; Falegnami, A.; Fedele, L.; Bernabei, M.; Stabile, S.; Bentivenga, R. - 01a Articolo in rivista
rivista: SUSTAINABILITY (Basel : MDPI) pp. 1-35 - issn: 2071-1050 - wos: WOS:000710236800001 (24) - scopus: 2-s2.0-85116092197 (44)

11573/1639943 - 2021 - Smart manufacturing in the space industry. A cyber-physical system architecture and its implementation to a mait process for mega constellations of satellites
Gaudenzi, P.; Boschetto, A.; Costantino, F.; Eugeni, M.; Lampani, L.; Marchetti Spaccamela, A.; Mecella, M.; Quercia, T.; Querzoni, L.; Usinger, R.; Aliprandi, M.; Stancu, A.; Ivagnes, M.; Morabito, G.; Simoni, A.; Bernabei, M.; Lombardo, A. - 04b Atto di convegno in volume
congresso: IAF Materials and Structures Symposium 2021 at the 72nd International Astronautical Congress, IAC 2021 (Dubai)
libro: Proceedings of the international astronautical congress, IAC - (9781713843085)

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