Dario Piga
Dario Piga
Senior Researcher at IDSIA - Dalle Molle Institute for ArtificiaI Intelligence, SUPSI-USI, Lugano
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Benefits and challenges of using smart meters for advancing residential water demand modeling and management: A review
A Cominola, M Giuliani, D Piga, A Castelletti, AE Rizzoli
Environmental Modelling & Software 72, 198-214, 2015
2182015
A hybrid signature-based iterative disaggregation algorithm for non-intrusive load monitoring
A Cominola, M Giuliani, D Piga, A Castelletti, AE Rizzoli
Applied energy 185, 331-344, 2017
1152017
Optimization of airborne wind energy generators
L Fagiano, M Milanese, D Piga
International Journal of robust and nonlinear control 22 (18), 2055-2083, 2012
1132012
High-altitude wind power generation
L Fagiano, M Milanese, D Piga
IEEE Transactions on Energy Conversion 25 (1), 168-180, 2009
1122009
Sparse optimization for automated energy end use disaggregation
D Piga, A Cominola, M Giuliani, A Castelletti, AE Rizzoli
IEEE Transactions on Control Systems Technology 24 (3), 1044-1051, 2015
652015
Set-membership error-in-variables identification through convex relaxation techniques
V Cerone, D Piga, D Regruto
IEEE Transactions on Automatic Control 57 (2), 517-522, 2011
652011
Piecewise affine regression via recursive multiple least squares and multicategory discrimination
V Breschi, D Piga, A Bemporad
Automatica 73, 155-162, 2016
622016
Direct data-driven control of constrained systems
D Piga, S Formentin, A Bemporad
IEEE Transactions on Control Systems Technology 26 (4), 1422-1429, 2017
552017
Direct learning of LPV controllers from data
S Formentin, D Piga, R Tóth, SM Savaresi
Automatica 65, 98-110, 2016
532016
Performance-oriented model learning for data-driven MPC design
D Piga, M Forgione, S Formentin, A Bemporad
IEEE control systems letters 3 (3), 577-582, 2019
412019
An instrumental least squares support vector machine for nonlinear system identification
V Laurain, R Tóth, D Piga, WX Zheng
Automatica 54, 340-347, 2015
392015
LPV system identification under noise corrupted scheduling and output signal observations
D Piga, P Cox, R Toth, V Laurain
Automatica 53, 329-338, 2015
372015
Set-membership LPV model identification of vehicle lateral dynamics
V Cerone, D Piga, D Regruto
Automatica 47 (8), 1794-1799, 2011
372011
A unified framework for solving a general class of conditional and robust set-membership estimation problems
V Cerone, JB Lasserre, D Piga, D Regruto
IEEE Transactions on Automatic Control 59 (11), 2897-2909, 2014
292014
An SDP approach for ℓ0-minimization: Application to ARX model segmentation
D Piga, R Tóth
Automatica 49 (12), 3646-3653, 2013
292013
Enforcing stability constraints in set-membership identification of linear dynamic systems
V Cerone, D Piga, D Regruto
Automatica 47 (11), 2488-2494, 2011
282011
Improved parameter bounds for set‐membership EIV problems
V Cerone, D Piga, D Regruto
International Journal of Adaptive Control and Signal Processing 25 (3), 208-227, 2011
282011
Fitting jump models
A Bemporad, V Breschi, D Piga, SP Boyd
Automatica 96, 11-21, 2018
272018
Bounded error identification of Hammerstein systems through sparse polynomial optimization
V Cerone, D Piga, D Regruto
Automatica 48 (10), 2693-2698, 2012
272012
A probabilistic interpretation of set-membership filtering: Application to polynomial systems through polytopic bounding
A Benavoli, D Piga
Automatica 70, 158-172, 2016
222016
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Artikelen 1–20