Leonardo LEONI

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leonardo.leoni(AT)unifi.it

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Viale Morgagni 40-44 (stanza 343)

Leonardo LEONI

Curriculum

Leonardo Leoni ha conseguito la Laurea Magistrale in Ingegneria Meccanica (Curriculum Gestionale-Produttivo) presso l'Università degli Studi di Firenze nel febbraio 2020 con la votazione di 110/110 e lode. A settembre dello stesso anno ha ottenuto l'abilitazione alla professione di ingegnere industriale.

A novembre 2020 inizia il dottorato di ricerca in Smart Industry, corso congiunto tra l'Università di Pisa, l'Università di Firenze e l'Università di Siena, discutendo la tesi nel febbraio 2024.

Da dicembre 2023 è titolare di un assegno di ricerca presso il Dipartimento di Ingegneria Industriale (DIEF).

A novembre 2024 riceve l'Abilitazione Scientifica Nazionale alle funzioni di professore universitario di Seconda Fascia nel Settore
Concorsuale 09/B2 - IMPIANTI INDUSTRIALI MECCANICI

Le principali aree di ricerca riguardano: supply chain management, logistica, operations managment, analisi di affidabilità e di rischio, pianificazione e ottimizzazione delle attività manutentive.

Leonardo LEONI

Note

Si ricorda agli studenti di utilizzare nelle conmunicazioni sempre l'account istituzionale nome.cognome@stud.unifi.it o nome.cognome@edu.unifi.it

Leonardo LEONI

Pubblicazioni

Legenda

Contributo su rivista |

Articolo su libro |

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Contributo in atti di convegno (proceeding) |

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Tesi di Dottorato

Cantini, Alessandra; Leoni, Leonardo; Ferraro, Saverio; De Carlo, Filippo (2025). Optimising centralisation in distribution networks for perishable products through mathematical modelling, parametric analysis, and machine learning. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, pp. 1-28, ISSN:0020-7543 DOI

Leoni, Leonardo; Andrews, John; De Carlo, Filippo (2025). Extending the dynamic and dependent tree theory (D2T2) to safety barriers: An application to an offshore fire deluge system. JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES, vol. 94, pp. 1-17, ISSN:0950-4230 DOI

Ferraro S.; Cantini A.; Leoni L.; De Carlo F. (2024). Science Mapping Analysis for the Development of a Remanufacturing Readiness Model. In: 7th International Workshop on Autonomous Remanufacturing, IWAR 2023, Springer Nature, pp. 421-433, ISBN:9783031526480 DOI

Leoni, Leonardo; Ferraro, Saverio; Cantini, Alessandra; Rinaldi, Rinaldo; De Carlo, Filippo (2024). MaMoReS: A Robust Tool for Evaluating Supply Chain Resilience Through Systematic Literature and Network Analysis. APPLIED SCIENCES, vol. 14, pp. 1-25, ISSN:2076-3417 DOI

Ferraro, Saverio; Cantini, Alessandra; Leoni, Leonardo; De Carlo, Filippo (2024). A Conceptual Framework for Measuring the Impact of LARG Practices on Logistics Performance. In: Massimiliano Maria Schiraldi, Filippo De Carlo, Marcello Fera. Lecture Notes in Production Engineering, pp. 121-132 Springer Nature, ISBN:9783031599293., vol. Part F3515: DOI

Leoni, Leonardo; Ferraro, Saverio; Martini, Fabrizio; Ferrante, Christian; Salvio, Marcello; Cantini, Alessandra; De Carlo, Filippo; Rinaldi, Rinaldo (2024). Evaluating the Energy and Economic Impacts of a Geothermal Heat Pump Installation in Italy. In: 24th EEEIC International Conference on Environment and Electrical Engineering and 8th I and CPS Industrial and Commercial Power Systems Europe, EEEIC/I and CPS Europe 2024, Sapienza University of Rome, Faculty of Engineering, Via Eudossiana, 18, ita, 2024, Institute of Electrical and Electronics Engineers Inc., pp. 1-6. DOI

Ferraro, Saverio; Leoni, Leonardo; Cantini, Alessandra; De Carlo, Filippo (2024). Analyzing Forklift and Drone Applications in Sustainable Logistics: A Bibliometric Review. In: 18th IFAC Symposium on Information Control Problems in Manufacturing, INCOM 2024, aut, 2024, Elsevier B.V., vol. 58, pp. 463-468. DOI

Collina, Giulia; Cantini, Alessandra; Leoni, Leonardo; Ferraro, Saverio; De Carlo, Filippo; Bucelli, Marta; Paltrinieri, Nicola (2024). Hydrogen in Glass Sector: A Comparison between Risk-Based Maintenance and Time-Based Maintenance Approaches. In: IFAC Workshop on Advanced Maintenance Engineering, Services and Technology (AMEST), Elsevier, vol. 58, pp. 109-114. DOI

Ferraro S.; Baffa F.; Cantini A.; Leoni L.; De Carlo F.; Campatelli G. (2024). Exploring remanufacturing conveniency: An economic and energetic assessment for a closed-loop supply chain of a mechanical component. JOURNAL OF CLEANER PRODUCTION, vol. 458, pp. 0-0, ISSN:0959-6526 DOI Accesso ONLINE all'editore

Leoni, Leonardo; BahooToroody, Ahmad; Abaei, Mohammad Mahdi; Cantini, Alessandra; BahooToroody, Farshad; De Carlo, Filippo (2024). Machine learning and deep learning for safety applications: Investigating the intellectual structure and the temporal evolution. SAFETY SCIENCE, vol. 170, pp. 1-25, ISSN:0925-7535 DOI Accesso ONLINE all'editore

Zhao, Guoqing; Chen, Xiaoning; Jones, Paul; Liu, Shaofeng; Lopez, Carmen; Leoni, Leonardo; Dennehy, Denis (2024). Understanding the Drivers of Industry 4.0 Technologies to Enhance Supply Chain Sustainability: Insights from the Agri-Food Industry. INFORMATION SYSTEMS FRONTIERS, pp. 1-31, ISSN:1387-3326 DOI

Leoni L.; De Carlo F. (2023). Integration of fuzzy reliability analysis and consequence simulation to conduct risk assessment. JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES, vol. 83, pp. 0-0, ISSN:0950-4230 DOI Accesso ONLINE all'editore

Leoni L.; De Carlo F.; Abaei M.M.; BahooToroody A.; Tucci M. (2023). Failure diagnosis of a compressor subjected to surge events: A data-driven framework. RELIABILITY ENGINEERING & SYSTEM SAFETY, vol. 233, pp. 109107-109119, ISSN:0951-8320 DOI Accesso ONLINE all'editore

Ferraro S.; Cantini A.; Leoni L.; De Carlo F. (2023). Assessing the adequacy of transportation overall vehicle effectiveness for sustainable road transportation. INTERNATIONAL JOURNAL OF ENGINEERING BUSINESS MANAGEMENT, vol. 15, pp. 1-13, ISSN:1847-9790 DOI

Ferraro, Saverio; Cantini, Alessandra; Leoni, Leonardo; De Carlo, Filippo (2023). Sustainable Logistics 4.0: A Study on Selecting the Best Technology for Internal Material Handling. SUSTAINABILITY, vol. 15, pp. 1-22, ISSN:2071-1050 DOI

Ferraro, Saverio; Leoni, Leonardo; Cantini, Alessandra; De Carlo, Filippo (2023). Trends and Recommendations for Enhancing Maturity Models in Supply Chain Management and Logistics. APPLIED SCIENCES, vol. 13, pp. 1-39, ISSN:2076-3417 DOI

Rapaccini Mario; Cadonna Loew Veronica; Leoni Leonardo; De Carlo Filippo (2023). Application of machine learning techniques for cost estimation of engineer to order products. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, pp. 1-23, ISSN:0020-7543 DOI Accesso ONLINE all'editore

Leoni L.; De Carlo F.; Tucci M. (2023). Developing a framework for generating production-dependent failure rate through discrete-event simulation. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, vol. 266, pp. 109034-109050, ISSN:0925-5273 DOI Accesso ONLINE all'editore

Nakhal A. A.J.; Patriarca R.; De Carlo F.; Leoni L. (2023). A System-Theoretic Fuzzy Analysis (STheFA) for systemic safety assessment. PROCESS SAFETY AND ENVIRONMENTAL PROTECTION, vol. 177, pp. 1181-1196, ISSN:0957-5820 DOI

Ferraro S.; De Carlo F.; Cantini A.; Leoni L. (2023). Assessing Green Logistics Processes: proposal of a Three-Dimensional Maturity Model. In: 28th Summer School Francesco Turco, 2023, Roberto Revetria, pp. 0-0.

Cantini A.; Ferraro S.; Leoni L.; Tucci M. (2023). A mathematical model for choosing between centralization and decentralization in distribution networks for perishable products. In: 28th Summer School Francesco Turco, 2023, Roberto Revetria, pp. 0-0.

Leoni L.; Cantini A.; De Carlo F.; Tucci M. (2023). Reducing energy consumption in industrial plants: An Integrated Multi- Criteria Decision-Making Framework with Similarity Aggregation Method. In: 28th Summer School Francesco Turco, Roberto Revetria, pp. 0-0.

S. Ferraro, F. De Carlo, A. Cantini, L. Leoni (2022). Green Logistics for Heavy Equipment: a bibliometric analysis. In: 27th Summer School "Francesco Turco", Roberto Revetria, pp. 1-10.

Khalaj, Saeed; BahooToroody, Farshad; Leoni, Leonardo; De Carlo, Filippo; Di Bona, Gianpaolo; Forcina, Antonio (2022). Predicting Extreme Dynamic Response of Offshore Jacket Platform Subject to Harsh Environment. MATHEMATICAL PROBLEMS IN ENGINEERING, vol. 2022, pp. 1-15, ISSN:1563-5147 DOI Accesso ONLINE all'editore

Leoni L.; De Carlo F.; Abaei M.M.; BahooToroody A. (2022). A hierarchical Bayesian regression framework for enabling online reliability estimation and condition-based maintenance through accelerated testing. COMPUTERS IN INDUSTRY, vol. 139, pp. 103645-103657, ISSN:0166-3615 DOI Accesso ONLINE all'editore

L. Leoni, A. Cantini, F. De Carlo, M. Tucci (2022). Integration of Empirical Mode Decomposition and Machine Learning for operating condition classification: a proposal. In: 27th Summer School "Francesco Turco", Sanremo (IM), 7-9 September 2022, Roberto Revetria, pp. 1-9.

Cantini, Alessandra; Leoni, Leonardo; Ferraro, Saverio; De Carlo, Filippo; Martini, Chiara; Martini, Fabrizio; Salvio, Marcello (2022). Technological Energy Efficiency Improvements in Glass-Production Industries and Their Future Perspectives in Italy. PROCESSES, vol. 10, pp. 2653-2688, ISSN:2227-9717 DOI

A. Cantini, Ferraro S, Leoni L., Tucci M. (2022). Inventory centralization and decentralization in spare parts supply chain configuration: a bibliometric review. In: 27th Summer School "Francesco Turco", Riviera dei Fiori, Liguria, Roberto Revetria, pp. 1-7.

Leoni L.; Cantini A.; De Carlo F.; Salvio M.; Martini C.; Toro C.; Martini F. (2021). Energy-saving technology opportunities and investments of the italian foundry industry. ENERGIES, vol. 14, pp. 8470-8497, ISSN:1996-1073 DOI Accesso ONLINE all'editore

Leoni L.; BahooToroody A.; Abaei M.M.; De Carlo F.; Paltrinieri N.; Sgarbossa F. (2021). On hierarchical bayesian based predictive maintenance of autonomous natural gas regulating operations. PROCESS SAFETY AND ENVIRONMENTAL PROTECTION, vol. 147, pp. 115-124, ISSN:0957-5820 DOI Accesso ONLINE all'editore

Cantini, Alessandra; Leoni, Leonardo; De Carlo, Filippo; Salvio, Marcello; Martini, Chiara; Martini, Fabrizio (2021). Technological Energy Efficiency Improvements in Cement Industries. SUSTAINABILITY, vol. 13, pp. 3810-3840, ISSN:2071-1050 DOI Accesso ONLINE all'editore

Cantini A.; De Carlo F.; Leoni L.; Tucci M. (2021). A novel approach for spare parts dynamic deployment. In: 26th Summer School Francesco Turco, 2021, 2021, AIDI - Italian Association of Industrial Operations Professors, pp. 1-7.

Leoni L.; Bahootoroody F.; Khalaj S.; De Carlo F.; Bahootoroody A.; Abaei M.M. (2021). Bayesian estimation for reliability engineering: Addressing the influence of prior choice. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, vol. 18, pp. 3349-3364, ISSN:1661-7827 DOI Accesso ONLINE all'editore

Leoni L.; Cantini A.; De Carlo F.; Tucci M. (2021). On reliability estimation approaches for a Weibull failure modelling. In: 26th Summer School Francesco Turco, 2021, 2021, AIDI - Italian Association of Industrial Operations Professors, pp. 1-7.

Leoni, Leonardo; Cantini, Alessandra; BahooToroody, Farshad; Khalaj, Saeed; De Carlo, Filippo; Abaei, Mohammad Mahdi; BahooToroody, Ahmad (2021). Reliability Estimation under Scarcity of Data: A Comparison of Three Approaches. MATHEMATICAL PROBLEMS IN ENGINEERING, vol. 2021, pp. 1-15, ISSN:1563-5147 DOI Accesso ONLINE all'editore

BahooToroody, Farshad; Khalaj, Saeed; Leoni, Leonardo; De Carlo, Filippo; Di Bona, Gianpaolo; Forcina, Antonio (2021). Reliability Estimation of Reinforced Slopes to Prioritize Maintenance Actions. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, vol. 18, pp. 373-384, ISSN:1660-4601 DOI Accesso ONLINE all'editore

Leoni, Leonardo; De Carlo, Filippo; Paltrinieri, Nicola; Sgarbossa, Fabio; BahooToroody, Ahmad (2021). On risk-based maintenance: A comprehensive review of three approaches to track the impact of consequence modelling for predicting maintenance actions. JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES, vol. 72, pp. 1-16, ISSN:0950-4230 DOI Accesso ONLINE all'editore

Leonardo Leoni, Filippo De Carlo, Fabio Sgarbossa, Nicola Paltrinieri (2020). Comparison of risk-based maintenance approaches applied to a natural gas regulating and metering station. CHEMICAL ENGINEERING TRANSACTIONS, vol. 83, 2020, pp. 101-106, ISSN:2283-9216 DOI

Leoni, Leonardo; Bahoo, Ahmad; De Carlo, Filippo; Paltrinieri, Nicola (2019). Developing a risk-based maintenance model for a Natural Gas Regulating and Metering Station using Bayesian Network. JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES, pp. 1-10, ISSN:0950-4230 DOI

Leonardo LEONI

Curriculum

Leonardo Leoni got his master degree in Mechanical Engineering at the University of Florence (final marks: 110/110 cum laude). In September of the same year, he passed the State Exam for Registration as an Industrial Engineer

He received his PhD in Smart Industry in February 2024 from the University of Pisa, University of Florence, and University of Siena

He is a post-doc at the University of Florence since December 2023

He received the national academic qualification as associate professor in the academic recruitment field 09/B2 “Industrial Mechanical Plants” in November 2024

His areas of interest cover: supply chain management, logistics, operations managment, risk and reliability analysis, maintenance planning and optimisation