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Reporitory of past Ph.D. dissertations

Publications Lists     [ all BibTeX ]  

Publications of year 2018
M. Maggipinto, C. Masiero, A. Beghi, G.A. Susto. A Convolutional Autoencoder Approach for Feature Extraction in Virtual Metrology. Procedia Manufacturing, 28th International Conference on Flexible Automation and Intelligent Manufacturing, 2018   [BibTeX]  
G.A. Susto, M. Maggipinto, F. Zocco, S. McLoone. A Dynamic Sampling Approach for Cost Reduction in Semiconductor Manufacturing. Procedia Manufacturing, 28th International Conference on Flexible Automation and Intelligent Manufacturing, 2018   [BibTeX]  
G.A. Susto, A. Schirru, S. Pampuri, A. Beghi, G. De nicolao. A Hidden-Gamma Model-Based Filtering and Prediction Approach for Monotonic Health Factors in Manufacturing. Control Engineering Practice, vol. 74, pp. 84-94, 2018    [ abstract ] [url] [BibTeX]  
N. Normani, A. Urru, L. Abraham, M. Walsh, S. Tedesco, A. Cenedese, G.A. Susto, B. O'Flynn. A Machine Learning Approach for Gesture Recognition with a Lensless Smart Sensor System. 15th International Conference on Wearable and Implantable Body Sensor Networks, pp. 136--139, 2018    [ abstract ] [url] [BibTeX]  
S. McLoone, A.B. Johnston, G.A. Susto. A Methodology for Efficient Dynamic Spatial Sampling and Reconstruction of Wafer Profiles. IEEE Transactions on Automation Science and Engineering, 2018    [url] [BibTeX]  
N. Bastianello, R. Carli, L. Schenato, M. Todescato. A Partition-Based Relaxed ADMM for Distributed Convex Optimization over Lossy Networks: Technical Proofs. 2018    [pdf] [BibTeX]  
K. Yildirim, R. Carli, L. Schenato. Adaptive Proportional-Integral Synchronization In Wireless Sensor Networks. IEEE Transactions on Control Systems Technology, vol. 26(2), pp. 610-623, 2018    [url] [BibTeX]  
M. Rampazzo, A. Beghi. Designing and Teaching of an Effective Engineering Continuing Education Course: Modeling and Simulation of HVAC Systems. Computer Applications in Engineering Education, 2018   [BibTeX]  
N. Bastianello, M. Todescato, R. Carli, L. Schenato. Distributed Optimization over Lossy Networks via Relaxed Peaceman-Rachford Splitting: a Robust ADMM Approach. European Control Confernece (ECC'18), 2018   [BibTeX]  
S. Dey, L. Schenato. Heavy-tails in Kalman filtering with packet losses: confidence bounds vs second moment stability. European Control Confernece (ECC'18), 2018   [BibTeX]  
N. Bof, R. Carli, L. Schenato. Is ADMM always faster than Average Consensus?. Automatica, vol. 91, pp. 311-315, 2018    [url] [BibTeX]  
G.A. Susto, M. Maggipinto, G. Zannon, F. Altinier, E. Pesavento, A. Beghi. Machine Learning-based Laundry Weight Estimation for Vertical Axis Washing Machines. European Control Conference (ECC2018), 2018    [ abstract ] [BibTeX]  
A. Cenedese, P. Bettini, M. Bonotto. Model-based approach for magnetic reconstruction in axisymmetric nuclear fusion machines. IEEE Transactions on Plasma Science, vol. 46(3), pp. 636 - 644, 2018    [ abstract ] [url] [BibTeX]  
M. Rampazzo, M. Luvisotto. Modelling and simulation of a Li-ion energy storage system: Case study from the island of Ventotene in the Tyrrhenian Sea. Journal of Energy Storage, 2018   [BibTeX]  
D. Tognin, M. Rampazzo, M. Pagan, L. Carniello, A. Beghi. Modelling and Simulation of an Artificial Tide Lagoon Generation System. IAMES 2018 - 1st IFAC Workshop on Integrated Assessment Modelling for Environmental Systems, 2018   [BibTeX]  
R. Carli, K. Yildirim, L. Schenato. Multi-agent distributed optimization algorithms for partition-based linear programming (LP) problems. European Control Confernece (ECC'18), 2018   [BibTeX]  
S. McLoone, F. Zocco, M. Maggipinto, G.A. Susto. On Optimising Spatial Sampling Plans for Wafer Profile Reconstruction. 3rd IFAC Conference on Embedded Systems, Computational Intelligence and Telematics in Control, 2018   [BibTeX]  
K. Yildirim, R. Carli, L. Schenato. Safe Distributed Control of Wireless Power Transfer Networks. IEEE Internet of Things Journal, 2018    [url] [BibTeX]  
N. Trivellin, D. Barbisan, D. Badocco, P. Pastore, G. Meneghesso, M. Meneghini, E. Zanoni, G. Belgioioso, A. Cenedese. Study and development of a fluorescence based sensor system for monitoring oxygen in wine production: The WOW project. Sensors, vol. 18(4), pp. 1130, 2018    [ abstract ] [url] [pdf] [BibTeX]  
G. Marchiori, A. Cenedese, E. Al. Study of a Plasma Boundary Reconstruction Method based on Reflectometric Measurements for Control Purposes. IEEE Transactions on Plasma Science, 2018    [url] [BibTeX]