FLAVIA MONTI

Dottoressa di ricerca

ciclo: XXXVII

supervisore: Francesco Leotta

Titolo della tesi: Achieving Resiliency in Smart Manufacturing through Artificial Intelligence

This thesis explores the integration of Artificial Intelligence to enhance resilience in Smart Manufacturing, a domain where AI adoption remains limited despite its significant potential. It introduces a maturity model, based on Fuzzy Cognitive Maps, to assess manufacturing progress and guide future advancements. Additionally, it proposes a framework that incorporates Smart Manufacturing key enabling technologies to improve adaptability at the operational level. Building on and extending this framework, the thesis further investigates the application of automated reasoning techniques, LLMs, and computer vision to enhance resilience across the supply chain and the company (specifically in quality control), while also increasing agility to address human needs.

Produzione scientifica

11573/1727940 - 2024 - Supporting business confidentiality in coopetitive scenarios: The B-CONFIDENT approach in blockchain-based supply chains

Agostinelli, Simone; Arman, Ala; De Luzi, Francesca; Monti, Flavia; Manglaviti, Michele; Mecella, Massimo - 01a Articolo in rivista

rivista: JOURNAL OF INDUSTRIAL INFORMATION INTEGRATION (Amsterdam : Elsevier B.V.) pp. - - issn: 2452-414X - wos: WOS:001368617500001 (0) - scopus: 2-s2.0-85210141308 (1)

11573/1706666 - 2024 - Services in Industry 4.0. Modeling and Composition for Agile Supply Chains

Leotta, Francesco; Monti, Flavia; Silo, Luciana - 04b Atto di convegno in volume

congresso: International Conference on Service Oriented Computing (Roma)

libro: Lecture Notes in Computer Science, vol 14518 - (978-981-97-0988-5; 978-981-97-0989-2)

11573/1729168 - 2024 - Composing Smart Data Services in Shop Floors Through Large Language Models

Mathew, Jerin George; Monti, Flavia; Firmani, Donatella; Leotta, Francesco; Mandreoli, Federica; Mecella, Massimo - 04b Atto di convegno in volume

congresso: International Conference on Service Oriented Computing (Tunisi)

libro: Service-Oriented Computing - (9789819608072; 9789819608089)

11573/1717945 - 2024 - NL2ProcessOps: Towards LLM-Guided Code Generation for Process Execution

Monti, Flavia; Leotta, Francesco; Mangler, Juergen; Mecella, Massimo; Rinderle-Ma, Stefanie - 04b Atto di convegno in volume

congresso: International Conference in Business Process Management (Cracovia)

libro: Business Process Management Forum - (9783031704178; 9783031704185)

11573/1709419 - 2024 - On the application of process management and process mining to Industry 4.0

Monti, Flavia; Mathew, Jerin George; Leotta, Francesco; Koschmider, Agnes; Mecella, Massimo - 01a Articolo in rivista

rivista: SOFTWARE AND SYSTEMS MODELING (Springer Berlin Heidelberg) pp. - - issn: 1619-1366 - wos: WOS:001208203000001 (4) - scopus: 2-s2.0-85191515342 (5)

11573/1727103 - 2024 - Orchestration of Services in Smart Manufacturing through Automated Synthesis

Monti, Flavia; Silo, Luciana; Favorito, Marco; De Giacomo, Giuseppe; Leotta, Francesco; Mecella, Massimo - 01a Articolo in rivista

rivista: IEEE TRANSACTIONS ON SERVICES COMPUTING (Los Alamitos, CA, USA: Computer Society) pp. 4069-4082 - issn: 1939-1374 - wos: WOS:001386683400008 (0) - scopus: 2-s2.0-85209765995 (0)

11573/1685235 - 2023 - BinTraWine - Blockchain, Tracking and Tracing solutions for Wine

Agostinelli, S.; De Luzi, F.; Manglaviti, M.; Mecella, M.; Monti, F.; Petriccione, F. M.; Mesenzani, M.; Pollini, A.; Verioli, A.; Amadio, U. - 04b Atto di convegno in volume

congresso: International Conference on Advanced Information Systems Engineering (Zaragoza; Spain)

libro: Proceedings of the Research Projects Exhibition Papers Presented at the 35th International Conference on Advanced Information Systems Engineering (CAiSE 2023) - ()

11573/1685236 - 2023 - TopKontrol: a Monitoring and Quality Control System for the Packaging Production

Calamo, M.; De Franceschi, A.; De Santis, G.; Leotta, F.; Mazzaroppi, C.; Mathew, J. G.; Mecella, M.; Monti, F.; Sabatino, C.; Visani, L.; Visani, M. - 04b Atto di convegno in volume

congresso: 35th International Conference on Advanced Information Systems Engineering, CAiSE 2023 (Zaragoza; Spain)

libro: Proceedings of the Research Projects Exhibition Papers Presented at the 35th International Conference on Advanced Information Systems Engineering (CAiSE 2023) - ()

11573/1682754 - 2023 - AIDA: A Tool for Resiliency in Smart Manufacturing

De Giacomo, Giuseppe; Favorito, Marco; Leotta, Francesco; Mecella, Massimo; Monti, Flavia; Silo, Luciana - 04b Atto di convegno in volume

congresso: International Conference on Advanced Information Systems Engineering (Zaragoza, Spain)

libro: Intelligent Information Systems - (978-3-031-34673-6; 978-3-031-34674-3)

11573/1689330 - 2023 - On the Suitability of AI for Service-based Adaptive Supply Chains in Smart Manufacturing

Monti, Flavia; Silo, Luciana; Leotta, Francesco; Mecella, Massimo - 04b Atto di convegno in volume

congresso: IEEE International Conference on Web Services (Chicago; USA)

libro: Proceedings of the 2023 IEEE International Conference on Web Services IEEE ICWS 2023 - (979-8-3503-0485-5; 979-8-3503-0486-2)

11573/1690329 - 2023 - Services in Smart Manufacturing: Comparing Automated Reasoning Techniques for Composition and Orchestration

Monti, Flavia; Silo, Luciana; Leotta, Francesco; Mecella, Massimo - 04b Atto di convegno in volume

congresso: 17th Symposium and Summer School, SummerSOC 2023 (Heraklion; Crete; Greece)

libro: Service-Oriented Computing 17th Symposium and Summer School, SummerSOC 2023, Heraklion, Crete, Greece, June 25 – July 1, 2023, Revised Selected Papers - (978-3-031-45727-2; 978-3-031-45728-9)

11573/1638545 - 2022 - Electrospindle 4.0: Towards Zero Defect Manufacturing of Spindles

Amadori, Francesco; Bardani, Michele; Bernasconi, Eleonora; Cappelletti, Federica; Catarci, Tiziana; Drudi, Gianluca; Ferretti, Mario; Foschini, Luigi; Galli, Paolo; Germani, Michele; Grosso, Giuseppe; Leotta, Francesco; Mathew, Jerin George; Manuguerra, Luca; Mariucci, Nicola; Mecella, Massimo; Monti, Flavia; Pierini, Fabrizio; Rossi, Marta - 04b Atto di convegno in volume

congresso: Joint 16th Research Challenges in Information Science Workshops and Research Projects Track, RCIS-WS and RP 2022 (Barcelona (Spain))

libro: Joint Proceedings of RCIS 2022 Workshops and Research Projects Track co-located with the 16th International Conference on Research Challenges in Information Science (RCIS 2022) - ()

11573/1643212 - 2022 - Supporting Zero Defect Manufacturing Through Cloud Computing and Data Analytics: the Case Study of Electrospindle 4.0

Leotta, F.; Mathew, J. G.; Mecella, M.; Monti, F. - 04b Atto di convegno in volume

congresso: CAiSE 2022 International Workshops (Leuven; Belgium)

libro: Advanced Information Systems Engineering Workshops CAiSE 2022 International Workshops, Leuven, Belgium, June 6–10, 2022, Proceedings - (978-3-031-07477-6; 978-3-031-07478-3)

11573/1683367 - 2022 - Towards an Information Systems-driven Maturity Model for Industry 4.0

Leotta, F.; Mathew, J. G.; Monti, F.; Mecella, M. - 04b Atto di convegno in volume

congresso: BUSINESS PROCESS MODELING, DEVELOPMENT, AND SUPPORT (BPMDS) (Leuven)

libro: Lecture Notes in Business Information Processing - ()

11573/1638813 - 2021 - Unsupervised segmentation of human habits in smart home logs through process discovery

Esposito, L.; Veneruso, S.; Leotta, F.; Monti, F.; Mathew, J. G.; Mecella, M. - 04b Atto di convegno in volume

congresso: 1st Italian Forum on Business Process Management, ITBPM 2021 (ita)

libro: Proceedings of the 1st Italian Forum on Business Process Management co-located with the 19th International Conference of Business Process Management (BPM 2021) - ()