Ph. D. Student

Sebastiano Gaiardelli

Office

Ca' Vignal 2, Floor 1, Room 1.71

Academic Sector

Ph. D. Student

Research Area

Cyber Physical Production Systems (CPPS)

Personal Page

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BIOGRAPHY

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RELATED PUBLICATIONS

Publication Project & Area

VARADE: a Variational-based AutoRegressive model for Anomaly Detection on the Edge.

Alessio Mascolini, Sebastiano Gaiardelli, Francesco Ponzio, Nicola Dall'Ora, Enrico Macii, Sara Vinco, Santa Di Cataldo, Franco Fummi

CoRR, Informal and Other Publications, 2024

None

Electronic Systems Design (ESD)

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

Sebastiano Gaiardelli, Michele Lora, Stefano Spellini, Franco Fummi

IEEE Trans. Ind. Informatics, Journal Articles, 2024

Design Automation for Smart Factories

Electronic Systems Design (ESD)

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

Mario Libro, Sebastiano Gaiardelli, Michele Lora, Franco Fummi

ICIT, Conference and Workshop Papers, 2024

None

Electronic Systems Design (ESD)

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, Journal Articles, 2024

None

Electronic Systems Design (ESD)

VARADE: a Variational-based AutoRegressive model for Anomaly Detection on the Edge.

Alessio Mascolini, Sebastiano Gaiardelli, Francesco Ponzio, Nicola Dall'Ora, Enrico Macii, Sara Vinco, Santa Di Cataldo, Franco Fummi

DAC, Conference and Workshop Papers, 2024

None

Electronic Systems Design (ESD)

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, Conference and Workshop Papers, 2024

None

Electronic Systems Design (ESD)

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

Michele Lora, Sebastiano Gaiardelli, Chanwook Oh, Stefano Spellini, Pierluigi Nuzzo 0002, Franco Fummi

DATE, Conference and Workshop Papers, 2024

None

Electronic Systems Design (ESD)

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, Conference and Workshop Papers, 2024

None

Electronic Systems Design (ESD)

A Data Fusion Service-Oriented Infrastructure for Production Line Monitoring.

Sebastiano Gaiardelli, Nicola Dall'Ora, Francesco Ponzio, Enrico Fraccaroli, Franco Fummi, Santa Di Cataldo, Sara Vinco

ICIT, Conference and Workshop Papers, 2024

None

Electronic Systems Design (ESD)

Robotic Arm Dataset (RoAD): A Dataset to Support the Design and Test of Machine Learning-Driven Anomaly Detection in a Production Line.

Alessio Mascolini, Sebastiano Gaiardelli, Francesco Ponzio, Nicola Dall'Ora, Enrico Macii, Sara Vinco, Santa Di Cataldo, Franco Fummi

IECON, Conference and Workshop Papers, 2023

None

Electronic Systems Design (ESD)

Neuro-Symbolic Empowered Denoising Diffusion Probabilistic Models for Real-Time Anomaly Detection in Industry 4.0: Wild-and-Crazy-Idea Paper.

Luigi Capogrosso, Alessio Mascolini, Federico Girella, Geri Skenderi, Sebastiano Gaiardelli, Nicola Dall'Ora, Francesco Ponzio, Enrico Fraccaroli, Santa Di Cataldo, Sara Vinco, Enrico Macii, Franco Fummi, Marco Cristani

FDL, Conference and Workshop Papers, 2023

None

Electronic Systems Design (ESD)

A Hierarchical Modeling Approach to Improve Scheduling of Manufacturing Processes.

Sebastiano Gaiardelli, Stefano Spellini, Michele Lora, Franco Fummi

ISIE, Conference and Workshop Papers, 2022

Design Automation for Smart Factories

Electronic Systems Design (ESD)

SMART-IC: Smart Monitoring and Production Optimization for Zero-waste Semiconductor Manufacturing.

Khaled Sidahmed Sidahmed Alamin, Yukai Chen, Sebastiano Gaiardelli, Stefano Spellini, Andrea Calimera, Alessandro Beghi, Gian Antonio Susto, Franco Fummi, Enrico Macii, Sara Vinco

LATS, Conference and Workshop Papers, 2022

None

Electronic Systems Design (ESD)

Integrating Smart Contracts in Manufacturing for Automated Assessment of Production Quality.

Sebastiano Gaiardelli, Stefano Spellini, Michele Pasqua, Mariano Ceccato, Franco Fummi

IECON, Conference and Workshop Papers, 2022

None

Electronic Systems Design (ESD)

On the Impact of Transport Times in Flexible Job Shop Scheduling Problems.

Sebastiano Gaiardelli, Damiano Carra, Stefano Spellini, Franco Fummi

ETFA, Conference and Workshop Papers, 2022

None

Electronic Systems Design (ESD)

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