Alessandro D'Innocenzo

Welcome

Alessandro D'Innocenzo is Associate Professor in the Department of Information Engineering, Computer Science and Mathematics at the University of L'Aquila. In 2007 he obtained the PhD degree in Electrical and Information Engineering from University of L’Aquila and accomplished the International Curriculum Option of Doctoral Studies in Hybrid Control for Complex, Distributed and Heterogeneous Embedded Systems. In 2007 and 2009 he has been Postdoctoral Researcher in the Department of Electrical and Information Engineering of University of L'Aquila. In 2008 he has been Postdoctoral Researcher in the Department of Electrical and Systems Engineering of University of Pennsylvania. In 2005 he was recipient of Fondazione Filauro award for PhD students and in 2015 of the Best Application Paper Award of the European Control Conference. In 2014 he obtained the National Scientific Qualification for the role of “Professore di II fascia” (Associate Professor) in Control Theory. In 2019 he obtained the National Scientific Qualification for the role of “Professore di I fascia” (Professor) in Control Theory. His research focuses on control theory and in particular, networked control, formal methods, with applications to smart cities and communication networks automation. [CV]

News

September 2019: National scientific qualification as Professor (Professore di I fascia) in Control Theory.
August 2019: 18th European Control Conference (ECC’20), Associate Editor.
September 2018: 13th International Conference on Reachability Problems (RP’19), Program Committee member.
August 2018: 17th European Control Conference (ECC’19). Associate Editor.

Travels

July 12-17, 2020: IFAC World Congress, Berlin, Germany.
January 14-15, 2020: ECS Brokerage Event 2020, Brussels, Belgium.

Recent publications

Francesco Smarra, Alessandro D'Innocenzo. Learning Markov Jump Affine Systems via Regression Trees for MPC. 21st IFAC World Congress Berlin, Germany, 12-17 July 2020.

Vittorio De Iuliis, Alessandro D'Innocenzo, Alfredo Germani, Costanzo Manes. On the stability of discrete-time linear switched systems in block companion form. 21st IFAC World Congress Berlin, Germany, 12-17 July 2020.

Daniele Masti, Francesco Smarra, Alessandro D'Innocenzo, Alberto Bemporad. Learning affine predictors for MPC of nonlinear systems via artificial neural networks. 21st IFAC World Congress Berlin, Germany, 12-17 July 2020.

Smarra F., Di Girolamo G.D., De Iuliis V., Jain A., Mangharam R., D’Innocenzo A., “Data-driven Switching Modeling for MPC using Regression Trees and Random Forests”. Nonlinear Analysis: Hybrid Systems, Vol. 36, 2020

Di Girolamo G.D., Smarra F., Gattulli V., Potenza F., Graziosi F., D'Innocenzo A., “Data-driven optimal predictive control of seismic induced vibrations in frame structures”. Structural Control Health Monitoring, 2020. In press.

Yuriy Zacchia Lun, Claudia Rinaldi, Amal Alrish, Alessandro D'Innocenzo, Fortunato Santucci. On the impact of accurate radio link modeling on the performance of WirelessHART control networks. IEEE INFOCOM 2020, accepted for publication.

Zacchia Lun, Yuriy, D'Innocenzo, Alessandro, Di Benedetto, Maria Domenica (2019). Robust stability of polytopic time-inhomogeneous Markov jump linear systems. AUTOMATICA, vol. 105, p. 286-297, ISSN: 0005-1098, doi: 10.1016/j.automatica.2019.03.031.

Di Girolamo, Giovanni Domenico, D'Innocenzo, Alessandro (2019). Codesign of controller, routing and scheduling in WirelessHART networked control systems. INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, ISSN: 1049-8923, doi: 10.1002/rnc.449.

Alrish, A.; Lun, Y. Z.; D'Innocenzo, A.; Santucci, F. (2019). Work in Progress: Systematic Derivation of Accurate Analytic Markov Channel Models for Industrial Control. DOI:10.1109/WFCS.2019.8757917. pp.1-4. In IEEE International Workshop on Factory Communication Systems - Proceedings, WFCS - ISBN:978-1-7281-1268-8 vol. 2019 [Best Work in Progress paper]

Rubeis, Tullio; Gentile, Niko; Smarra, Francesco; D'Innocenzo, Alessandro; Ambrosini, Dario; Paoletti, Domenica. A Proposal For A Novel Method Based On Lighting Simulation And Data-Driven Model Predictive Control For Daylight Harvesting Optimization. Building Simulation 2019.

Vittorio De Iuliis, Alessandro D'Innocenzo, Alfredo Germani, Costanzo Manes. On the Stability of Coupled Differential-Difference Systems with Multiple Time-Varying Delays: A Positivity-Based Approach. 2019 IEEE 58th Conference on Decision and Control (CDC).

Yuriy Zacchia Lun, Alessandro D'Innocenzo. Stabilizability of Markov jump linear systems modeling wireless networked control scenarios. 2019 IEEE 58th Conference on Decision and Control (CDC).

Yuriy Zacchia Lun, Alessandro D'Innocenzo, Francesco Smarra, Ivano Malavolta, Maria Domenica Di Benedetto. State of the Art of Cyber-Physical Systems Security: an Automatic Control perspective. Journal of Systems and Software, 2018.

DE IULIIS, Vittorio; D'Innocenzo, Alessandro; Germani, Alfredo; Manes, Costanzo. Internally Positive Representations and Stability Analysis of Linear Differential Systems with Multiple Time-Varying Delays. DOI:10.1049/iet-cta.2018.5280. In IET CONTROL THEORY & APPLICATIONS - ISSN:1751-8652, 2018

F. Smarra, A. Jain, T. de Rubeis, D. Ambrosini, A. D'Innocenzo, R. Mangharam. Data-Driven Model Predictive Control using Random Forests for Building Energy Optimization and Climate Control. Applied Energy (invited paper). 2018, in press.

F. Smarra, M.D. Di Benedetto, A. D'Innocenzo. Efficient routing redundancy design over lossy networks. International Journal on robust and nonlinear control. 2018, in press.

Smarra, Francesco, Jain, Achin, Mangharam, Rahul, D'Innocenzo, Alessandro (2018). Data-driven Switched Affine Modeling for Model Predictive Control. In: (a cura di): Alessandro Abate Antoine Girard Maurice Heemels, Proc. 6th IFAC Conference on Analysis and Design of Hybrid Systems ADHS 2018. IFAC-PAPERSONLINE, vol. 51, p. 199-204, Elsevier B.V., ISSN: 2405-8963, doi: 10.1016/j.ifacol.2018.08.034

[All Publications]