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Giovanni Lugaresi

25
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  • 1043712
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Présentation

My research interests include process mining, online simulation in manufacturing systems, and robust optimization for production planning and control. Also, I develop lab-scale models of manufacturing systems with components such as LEGO and Arduino, with three main applications: teaching and learning factories, testing and validation of digital twins, and industrial projects.

Domaines de recherche


Compétences

Publications

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Automated digital twin generation of manufacturing systems with complex material flows: graph model completion

Giovanni Lugaresi , Andrea Matta
Computers in Industry, inPress, 151, pp.103977. ⟨10.1016/j.compind.2023.103977⟩
Article dans une revue hal-04160738v1
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Online validation of digital twins for manufacturing systems

Giovanni Lugaresi , Sofia Gangemi , Giulia Gazzoni , Andrea Matta
Computers in Industry, 2023, 150, pp.103942. ⟨10.1016/j.compind.2023.103942⟩
Article dans une revue hal-04115827v1

A new teaching approach exploiting lab-scale models of manufacturing systems for simulation classes

Giovanni Lugaresi , Nicla Frigerio , Ziwei Lin , Mengyi Zhang , Andrea Matta
Journal of Simulation, 2023, pp.1-16. ⟨10.1080/17477778.2023.2174458⟩
Article dans une revue hal-03992498v1

Exploiting a combined process mining approach to enhance the discovery and analysis of support processes in manufacturing

Giovanni Lugaresi , Antonio Davide Ciappina , Monica Rossi , Andrea Matta
International Journal of Computer Integrated Manufacturing, inPress, pp.1-21. ⟨10.1080/0951192X.2022.2090024⟩
Article dans une revue hal-03880456v1
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Towards a Requirement-driven Digital Twin Architecture

Chukwudi Nwogu , Giovanni Lugaresi , Anastasia Anagnostou , Andrea Matta , Simon J.E. Taylor
Procedia CIRP, 2022, 107, pp.758-763. ⟨10.1016/j.procir.2022.05.058⟩
Article dans une revue hal-03880507v1
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Process Mining for Dynamic Modeling of Smart Manufacturing Systems: Data Requirements

Jonas Friederich , Giovanni Lugaresi , Sanja Lazarova-Molnar , Andrea Matta
Procedia CIRP, 2022, 107, pp.546-551. ⟨10.1016/j.procir.2022.05.023⟩
Article dans une revue hal-03880491v1
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Automated Digital Twins Generation for Manufacturing Systems: a Case Study

Giovanni Lugaresi , Andrea Matta
IFAC-PapersOnLine, 2021, 54 (1), pp.749-754. ⟨10.1016/j.ifacol.2021.08.087⟩
Article dans une revue hal-03880536v1
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Automated Manufacturing System Discovery and Digital Twin Generation

Giovanni Lugaresi , Andrea Matta
Journal of Manufacturing Systems, 2021, 59, pp.51-66. ⟨10.1016/j.jmsy.2021.01.005⟩
Article dans une revue hal-03880463v1
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A Remote Laboratory Experience in Teaching Discrete Event Simulation Modeling for Manufacturing Applications

Giovanni Lugaresi , Andrea Matta
SSRN Electronic Journal, 2021, ⟨10.2139/ssrn.3857933⟩
Article dans une revue hal-03880523v1
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Lab-scale Models of Manufacturing Systems for Testing Real-time Simulation and Production Control Technologies

Giovanni Lugaresi , Vincenzo Valerio Alba , Andrea Matta
Journal of Manufacturing Systems, 2021, 58 (Part A), pp.93-108. ⟨10.1016/j.jmsy.2020.09.003⟩
Article dans une revue hal-03880468v1
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A robust cardinality-constrained model to address the machine loading problem

Giovanni Lugaresi , Ettore Lanzarone , Nicla Frigerio , Andrea Matta
Robotics and Computer-Integrated Manufacturing, 2020, 62, pp.101883. ⟨10.1016/j.rcim.2019.101883⟩
Article dans une revue hal-03880476v1
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A Decision Support Methodology for the Design of Reconfigurable Assembly Systems

M. Colledani , A. Yemane , Giovanni Lugaresi , N. Frigerio , G. Borzi
IFAC-PapersOnLine, 2018, 51 (11), pp.108-115. ⟨10.1016/j.ifacol.2018.08.243⟩
Article dans une revue hal-03880618v1
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A software platform for supporting the design and reconfiguration of versatile assembly systems

Marcello Colledani , Anteneh Yemane , Giovanni Lugaresi , Giovanni Borzi , Daniele Callegaro
Procedia CIRP, 2018, 72, pp.808 - 813. ⟨10.1016/j.procir.2018.03.082⟩
Article dans une revue hal-03880599v1

Automated Generation of Digital Models for Production Lines Through State Reconstruction

Lulai Zhu , Andrea Matta , Giovanni Lugaresi
19th IEEE International Conference on Automation Science and Engineering, CASE 2023, Aug 2023, unknown, France. ⟨10.1109/CASE56687.2023.10260475⟩
Communication dans un congrès hal-04330899v1

Online Validation of Simulation-Based Digital Twins Exploiting Time Series Analysis

Giovanni Lugaresi , Sofia Gangemi , Giulia Gazzoni , Andrea Matta
2022 Winter Simulation Conference, WSC 2022, Dec 2022, unknown, France. pp.2912-2923, ⟨10.1109/WSC57314.2022.10015346⟩
Communication dans un congrès hal-04330907v1
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Discovery and digital model generation for manufacturing systems with assembly operations

Giovanni Lugaresi , Andrea Matta
2021 IEEE 17th International Conference on Automation Science and Engineering (CASE), Aug 2021, Lyon, France. pp.752-757, ⟨10.1109/CASE49439.2021.9551479⟩
Communication dans un congrès hal-03880530v1
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A New Learning Factory Experience Exploiting LEGO For Teaching Manufacturing Systems Integration

Giovanni Lugaresi , Nicla Frigerioa , Andrea Matta
10th Conference on Learning Factories, CLF2020, Apr 2020, Graz, Austria. ⟨10.1016/j.promfg.2020.04.106⟩
Communication dans un congrès hal-03880564v1
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GENERATION AND TUNING OF DISCRETE EVENT SIMULATION MODELS FOR MANUFACTURING APPLICATIONS

Giovanni Lugaresi , Andrea Matta
2020 Winter Simulation Conference (WSC), Dec 2020, Orlando, United States. pp.2707-2718, ⟨10.1109/WSC48552.2020.9383870⟩
Communication dans un congrès hal-03880549v1
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An Internet of Things Architecture for Lab-scale Prototypes of Real-Time Simulation

Giovanni Lugaresi , Vincenzo Valerio Alba , Andrea Matta
2020 IEEE 16th International Conference on Automation Science and Engineering (CASE), Aug 2020, Hong Kong, China. pp.226-231, ⟨10.1109/CASE48305.2020.9216980⟩
Communication dans un congrès hal-03880555v1
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Real-time Validation of Digital Models for Manufacturing Systems: a Novel Signal-processing-based Approach

Giovanni Lugaresi , Gianluca Aglio , Federico Folgheraiter , Andrea Matta
2019 IEEE 15th International Conference on Automation Science and Engineering (CASE), Aug 2019, Vancouver, Canada. pp.450-455, ⟨10.1109/COASE.2019.8843082⟩
Communication dans un congrès hal-03880585v1
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Manufacturing Systems Mining: Generation of Real-Time Discrete Event Simulation Models

Giovanni Lugaresi , Marco Zanotti , Diego Tarasconi , Andrea Matta
2019 IEEE International Conference on Systems, Man and Cybernetics (SMC), Oct 2019, Bari, Italy. pp.415-420, ⟨10.1109/SMC.2019.8914025⟩
Communication dans un congrès hal-03880580v1
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ACTIVE LEARNING EXPERIENCE IN SIMULATION CLASS USING A LEGO-BASED MANUFACTURING SYSTEM

Giovanni Lugaresi , Nicla Frigerio , Mengyi Zhang , Andrea Matta , Ziwei Lin
2019 Winter Simulation Conference (WSC), Dec 2019, National Harbor, United States. pp.3307-3318, ⟨10.1109/WSC40007.2019.9004703⟩
Communication dans un congrès hal-03880577v1
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A LEGO MANUFACTURING SYSTEM AS DEMONSTRATOR FOR A REAL-TIME SIMULATION PROOF OF CONCEPT

Giovanni Lugaresi , Davide Travaglini , Andrea Matta
2019 Winter Simulation Conference (WSC), Dec 2019, National Harbor, United States. pp.2025-2036, ⟨10.1109/WSC40007.2019.9004733⟩
Communication dans un congrès hal-03880572v1
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REAL-TIME SIMULATION IN MANUFACTURING SYSTEMS: CHALLENGES AND RESEARCH DIRECTIONS

Giovanni Lugaresi , Andrea Matta
2018 Winter Simulation Conference (WSC), Dec 2018, Gothenburg, Sweden. pp.3319-3330, ⟨10.1109/WSC.2018.8632542⟩
Communication dans un congrès hal-03880595v1
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A Cardinality-constrained Approach for Robust Machine Loading Problems

Giovanni Lugaresi , Ettore Lanzarone , Nicola Frigerio , Andrea Matta
International Conference on Flexible Automation and Intelligent Manufacturing, FAIM2017, Jun 2017, Modena, Italy. pp.1718 - 1725, ⟨10.1016/j.promfg.2017.07.298⟩
Communication dans un congrès hal-03880625v1