MARGHERITA BERNABEI

PhD Graduate

PhD program:: XXXVII



Thesis title: 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.

Research products

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

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
conference: MIS4TEL: International Conference in Methodologies and intelligent Systems for Techhnology Enhanced Learning (Salamanca; Spain)
book: Lecture Notes in Networks and Systems - ()

11573/1723949 - 2024 - 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
conference: World Conference on Smart Trends in Systems, Security and Sustainability (WORLDS4 2024) (London; United Kingdom)
book: Lecture Notes in Networks and Systems - ()

11573/1701051 - 2024 - Adaptive Automation: status of research and future challenge
Bernabei, M.; Costantino, F. - 01g Articolo di rassegna (Review)
paper: 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 (1) - scopus: 2-s2.0-85183451820 (4)

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
paper: JOURNAL OF INDUSTRIAL INTEGRATION AND MANAGEMENT (World Scientific Europe) pp. 1-47 - issn: 2424-8622 - wos: WOS:001293607200002 (0) - 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
paper: IEEE ACCESS (Piscataway NJ: Institute of Electrical and Electronics Engineers) pp. 154349-154364 - issn: 2169-3536 - wos: WOS:001346093400001 (0) - 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
conference: 29th Summer School Francesco Turco, 2024 (Otranto; Italy)
book: Proceedings of the Summer School Francesco Turco - ()

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
paper: 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 (3) - scopus: 2-s2.0-85175209207 (4)

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
paper: 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 (6)

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
paper: COMPUTERS AND EDUCATION. ARTIFICIAL INTELLIGENCE (Oxford: Elsevier Ltd.) pp. - - issn: 2666-920X - wos: (0) - scopus: 2-s2.0-85173847244 (49)

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
conference: IFAC 2023 (Yokohama; Japan)
book: 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
paper: ...SUMMER SCHOOL FRANCESCO TURCO. PROCEEDINGS (Ancona : AIDI) pp. - - issn: 2283-8996 - wos: (0) - scopus: 2-s2.0-85193756965 (0)
conference: 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
paper: LOGISTICS (MDPI AG, Basel, Switzerland) pp. - - issn: 2305-6290 - wos: WOS:001130890400001 (2) - scopus: 2-s2.0-85180720153 (2)

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
paper: ...SUMMER SCHOOL FRANCESCO TURCO. PROCEEDINGS (Ancona : AIDI) pp. - - issn: 2283-8996 - wos: (0) - scopus: 2-s2.0-85142843362 (2)
conference: 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
paper: SUSTAINABILITY (Basel : MDPI) pp. - - issn: 2071-1050 - wos: WOS:000875151500001 (6) - scopus: 2-s2.0-85140743359 (7)

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
conference: 22nd International Working Seminar on Production Economics (Virtual, Online)
book: 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
book: 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
paper: TRANSPORTATION RESEARCH PROCEDIA (Amsterdam: Elsevier) pp. 6-13 - issn: 2352-1457 - wos: (0) - scopus: 2-s2.0-85144313803 (15)
conference: 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
paper: ACTA ASTRONAUTICA (Elmsford N.Y.: Pergamon Press) pp. 276-290 - issn: 0094-5765 - wos: WOS:000772023700022 (12) - scopus: 2-s2.0-85121914980 (20)

11573/1667963 - 2022 - Yet Another Warehouse KPI’s Collection
Falegnami, A.; Bernabei, M.; Colabianchi, S.; Tronci, M. - 04c Atto di convegno in rivista
paper: ...SUMMER SCHOOL FRANCESCO TURCO. PROCEEDINGS (Ancona : AIDI) pp. - - issn: 2283-8996 - wos: (0) - scopus: 2-s2.0-85142841341 (2)
conference: 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
paper: ...SUMMER SCHOOL FRANCESCO TURCO. PROCEEDINGS (Ancona : AIDI) pp. - - issn: 2283-8996 - wos: (0) - scopus: 2-s2.0-85124648578 (2)
conference: 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
paper: SUSTAINABILITY (Basel : MDPI) pp. 1-35 - issn: 2071-1050 - wos: WOS:000710236800001 (20) - scopus: 2-s2.0-85116092197 (34)

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
conference: IAF Materials and Structures Symposium 2021 at the 72nd International Astronautical Congress, IAC 2021 (Dubai)
book: Proceedings of the international astronautical congress, IAC - (9781713843085)

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