Regelungssysteme (Control Systems)

Davide Zorzenon

Einrichtung Regelungssysteme
Sekretariat EN11
Gebäude EN
Raum EN204
Adresse Einsteinufer 17
10587 Berlin
Consulting Timesby arrangement

Brief Biography

I studied Industrial Engineering (BSc, 2012-2016), Electrical Energy and Systems Engineering (MSc, 2016-2019) at the University of Trieste, and Accordion (BA, 2014-2019) at the Conservatory of Music Giuseppe Tartini of Trieste, Italy. During my master, I spent a semester at the RWTH Aachen University as an Erasmus student. I wrote my master thesis in collaboration with Danieli Automation SpA on the control of metal cooling processes using non-linear model predictive control. From March to June 2019, I worked at the University of Trieste in the project "Pattern recognition applied to home appliances", which consisted in the design of deep learning algorithms and their implementation in domestic devices. Since July 2019 I am a PhD candidate at the TU Berlin, where I am involved in the (DFG) project "Compositional methods for the control of concurrent timed discrete-event systems" and in teaching activities.

Research

My current research focuses on a class of timed discrete-event systems called ''P-time event graphs'' and their extensions. They are non-deterministic dynamical systems that can be applied for modeling and analyzing time schedules in manufacturing systems with temporal constraints. Examples of such systems are electroplating lines, cluster tools, and baking processes. More generally, I am interested in discrete-event systems that have a convenient description in dioids (or idempotent semirings), and in the interplay between systems theory and computer science. Other topics that interest me are graph theory, machine learning, model predictive control, and modeling of epidemics.

Teaching

Discrete Event Systems, since WS 2021/22
Hybrid Systems, since SS 2022

Publikationen

2023

Zorzenon, Davide; Zaiets, Nataliia; Raisch, Jörg
Switched max-plus linear-dual inequalities for makespan minimization: the case study of an industrial bakery shop
IFAC-PapersOnLine, 56 (2) :8628-8634
2023
ISSN: 2405-8963

2022

Koumpis, Angelos; Zorzenon, Davide; Molinari, Fabio
Automation Of Roundabouts Via Consensus-based Distributed Auctions and Stochastic Model Predictive Control
2022 European Control Conference (ECC), Seite 14-20
2022
Zorzenon, Davide; Schafaschek, Germano; Tirpák, Dominik; Moradi, Soraia; Hardouin, Laurent; Raisch, Jörg
Implementation of procedures for optimal control of timed event graphs with resource sharing
IFAC-PapersOnLine, 55 (28) :220-227
2022
ISSN: 2405-8963
Komenda, Jan; Zorzenon, Davide; Balun, Jiří
Modeling of safe timed Petri nets by two-level (max,+) automata
IFAC-PapersOnLine, 55 (28) :212-219
2022
ISSN: 2405-8963
Zorzenon, Davide; Komenda, Jan; Raisch, Jörg
Periodic Trajectories in P-Time Event Graphs and the Non-Positive Circuit Weight Problem
IEEE Control Systems Letters, 6 :686-691
2022
Herausgeber: IEEE
Zorzenon, Davide; Komenda, Jan; Raisch, Jörg
Switched Max-Plus Linear-Dual Inequalities: Application in Scheduling of Multi-Product Processing Networks
IFAC-PapersOnLine, 55 (28) :196-203
2022
ISSN: 2405-8963
Zorzenon, Davide; Schafaschek, Germano; Tirpák, Dominik; Moradi, Soraia; Hardouin, Laurent; Raisch, Jörg
The Hadamard product, its residual, and its dual residual in the dioid of counters: algorithms and implementation in C++
arXiv preprint arXiv:2204.01479
2022
Zorzenon, Davide; Komenda, Jan; Raisch, Jörg
The non-positive circuit weight problem in parametric graphs: A solution based on dioid theory
Discrete Applied Mathematics, 315 :56-70
2022
ISSN: 0166-218X
Zorzenon, Davide; Balun, Jiří; Raisch, Jörg
Weak Consistency of P-time Event Graphs
IFAC-PapersOnLine, 55 (40) :19-24
2022
ISSN: 2405-8963

2021

Zorzenon, Davide; Molinari, Fabio; Raisch, Jörg
Low Complexity Method for Simulation of Epidemics Based on Dijkstra's Algorithm
2021 American Control Conference (ACC), Seite 3018–3025
IEEE
2021
Casagrande, Vittorio; Fenu, Gianfranco; Pellegrino, Felice Andrea; Pin, Gilberto; Salvato, Erica; Zorzenon, Davide
Machine learning for computationally efficient electrical loads estimation in consumer washing machines
Neural Computing and Applications :1–12
2021
Herausgeber: Springer

2020

Zorzenon, Davide; Komenda, Jan; Raisch, Jörg
Bounded Consistency of P-Time Event Graphs
2020 59th IEEE Conference on Decision and Control (CDC), Seite 79-85
Dezember 2020
Babichev, Alexander; Casagrande, Vittorio; Della Schiava, Luca; Fenu, Gianfranco; Fodor, Imola; Marson, Enrico; Pellegrino, Felice Andrea; Pin, Gilberto; Salvato, Erica; Toppano, Michele; Zorzenon, Davide
Loads Estimation using Deep Learning Techniques in Consumer Washing Machines
ICPRAM, Seite 425–432
2020
Pin, Gilberto; Fenu, Gianfranco; Casagrande, Vittorio; Zorzenon, Davide; Parisini, Thomas
Robust Stabilization of a Class of Nonlinear Systems Controlled Over Communication Networks
IEEE Transactions on Automatic Control
2020
Herausgeber: IEEE