Cyber-Physical and IoT Systems Design · University of Verona

Research interests

Cyber-physical systems · Assume-guarantee contracts · Requirements engineering · Design automation · Smart manufacturing

Michele Lora is a tenure-track researcher at the Department of Engineering for Innovation Medicine of the University of Verona and a member of ESD. His research is centred on the design, analysis and verification of cyber-physical systems, especially when heterogeneous models and requirements have to be composed into systems whose behaviour can still be reasoned about formally.

A recurring theme in his work is assume-guarantee contract theory. Contracts provide compositional abstractions for specifying what a component expects from its environment and what it guarantees in return; Michele has worked on using them for requirements engineering, system exploration, verification and algorithmic synthesis. This research is reflected in the CHASE framework and in methods that combine formal reasoning, optimisation and simulation rather than relying on a single modelling formalism.

He was awarded a Marie Skłodowska-Curie Global Fellowship for DeFacto — Design Automation for Smart Factories, carried out jointly between the University of Southern California and the University of Verona. That work brought contract-based design automation into cyber-physical production systems, including topology, scheduling, path planning and reconfiguration problems. His current research continues along this line, connecting rigorous CPS design methods with digital twins, smart manufacturing and model-based engineering.

Projects

  1. DeFacto

    2020 – 2023

    Design Automation for Smart Factories

    A Horizon 2020 MSCA project on rigorous, compositional design automation for smart factories, combining assume-guarantee contracts, formal methods, simulation and optimisation to engineer high-assurance cyber-physical production systems.

    ESD

Publications

2024

  1. A Multi-Material and Multi-Scenario Dataset for Additive and Subtractive Manufacturing Operations

    Mohammad Uddin, Sebastiano Gaiardelli, Michele Lora, Dong Seon Cheng, Franco Fummi

    ETFA

  2. An AI-Enabled Framework for Smart Semiconductor Manufacturing

    Khaled Sidahmed Sidahmed Alamin, Davide Appello, Alessandro Beghi, Nicola Dall'Ora, Fabio Depaoli, Santa Di Cataldo, Franco Fummi, Sebastiano Gaiardelli, Michele Lora, Enrico Macii, Alessio Mascolini, Daniele Pagano, Francesco Ponzio, Gian Antonio Susto, Sara Vinco

    DATE

  3. Design Automation for Cyber-Physical Production Systems: Lessons Learned from the DeFacto Project

    Michele Lora, Sebastiano Gaiardelli, Chanwook Oh, Stefano Spellini, Pierluigi Nuzzo, Franco Fummi

    DATE

  4. Enabling Service-Oriented Manufacturing Through Architectures, Models, and Protocols

    Sebastiano Gaiardelli, Stefano Spellini, Marco Panato, Carlo Tadiello, Michele Lora, Dong Seon Cheng, Franco Fummi

    IEEE Access

  5. Integrating Modeling Languages with Ontologies in the Context of Industry 4.0

    Mario Libro, Sebastiano Gaiardelli, Michele Lora, Franco Fummi

    ICIT

  6. RRPDG: A Graph Model to Enable AI-Based Production Reconfiguration and Optimization

    Sebastiano Gaiardelli, Michele Lora, Stefano Spellini, Franco Fummi

    IEEE Trans. Ind. Informatics

2023

  1. Co-Design of Topology, Scheduling, and Path Planning in Automated Warehouses

    Christopher Leet, Chanwook Oh, Michele Lora, Sven Koenig, Pierluigi Nuzzo

    DATE

  2. Split-Et-Impera: A Framework for the Design of Distributed Deep Learning Applications

    Luigi Capogrosso, Federico Cunico, Michele Lora, Marco Cristani, Franco Fummi, Davide Quaglia

    DDECS

  3. Task Assignment, Scheduling, and Motion Planning for Automated Warehouses for Million Product Workloads

    Christopher Leet, Chanwook Oh, Michele Lora, Sven Koenig, Pierluigi Nuzzo

    IROS

2022

  1. A Contract-Based Requirement Engineering Framework for the Design of Industrial Cyber-Physical Systems

    Michele Lora, Pierluigi Nuzzo

    ICCPS

  2. A Hierarchical Modeling Approach to Improve Scheduling of Manufacturing Processes

    Sebastiano Gaiardelli, Stefano Spellini, Michele Lora, Franco Fummi

    ISIE

  3. A Software Architecture to Control Service-Oriented Manufacturing Systems

    Sebastiano Gaiardelli, Stefano Spellini, Marco Panato, Michele Lora, Franco Fummi

    DATE

  4. Quantitative Verification and Design Space Exploration under Uncertainty with Parametric Stochastic Contracts

    Chanwook Oh, Michele Lora, Pierluigi Nuzzo

    ICCAD

2021

  1. Enabling Component Reuse in Model-based System Engineering of Cyber-Physical Production Systems

    Stefano Spellini, Sebastiano Gaiardelli, Michele Lora, Franco Fummi

    ETFA

  2. Modeling in Industry 5.0 - What Is There and What Is Missing - Special Session 1 - Languages for Industry 5.0

    Sebastiano Gaiardelli, Stefano Spellini, Michele Lora, Franco Fummi

    FDL

  3. Virtual Prototyping a Production Line Using Assume-Guarantee Contracts

    Stefano Spellini, Roberta Chirico, Marco Panato, Michele Lora, Franco Fummi

    IEEE Trans. Ind. Informatics

2020

  1. Automatic Generation of Analog/Mixed Signal Virtual Platforms for Smart Systems

    Enrico Fraccaroli, Michele Lora, Franco Fummi

    IEEE Trans. Computers

  2. Production Recipe Validation through Formalization and Digital Twin Generation

    Stefano Spellini, Roberta Chirico, Marco Panato, Michele Lora, Franco Fummi

    DATE

News

  1. Publication

    Recent ESD research in digital twins and manufacturing systems

    Recent ESD work spans human-centred digital twins, early validation of manufacturing software, and machine-dynamics-aware scheduling for cyber-physical production systems.

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