Browse by Author ID

Formentin, Simone and Piga, Dario and Tóth, Roland and Savaresi, Sergio M. Direct learning ofLPVcontrollers from data. Automatica, 65. pp. 98-110. ISSN 0005-1098 (2016)

Piga, Dario Computation of the Structured Singular Value via Moment LMI Relaxations. IEEE Transactions on Automatic Control, 61 (2). pp. 520-525. ISSN 0018-9286 (2016)

Breschi, Valentina and Piga, Dario and Bemporad, Alberto Piecewise affine regression via recursive multiple least squares and multicategory discrimination. Automatica, 73. 155 - 162. ISSN 0005-1098 (2016)

Piga, Dario and Cominola, Andrea and Giuliani, Matteo and Castelletti, Andrea and Rizzoli, Andrea Emilio Sparse optimization for automated energy end use disaggregation. IEEE Transactions on Control Systems Technology, 24 (3). pp. 1044-1051. ISSN 1063-6536 (2016)

Benavoli, Alessio and Piga, Dario A probabilistic interpretation of set-membership filtering: application to polynomial systems through polytopic bounding. Automatica, 70. pp. 158-172. ISSN 0005-1098 (2016)

Laurain, Vincent and Tóth, Roland and Piga, Dario and Zheng, Wei Xing An Instrumental Least Squares Support Vector Machine for Nonlinear System Identification. Automatica, 54. pp. 340-347. ISSN 0005-1098 (2015)

Piga, Dario and Cox, Pepijn and Tóth, Roland and Laurain, Vincent LPV system identification under noise corrupted scheduling and output signal observations. Automatica, 53. pp. 329-338. ISSN 0005-1098 (2015)

Cominola, Andrea and Giuliani, Matteo and Piga, Dario and Castelletti, Andrea and Rizzoli, Andrea Emilio Benefits and challenges of using smart meters for advancing residential water demand modeling and management: a review. Environmental Modelling & Software, 72. pp. 198-214. ISSN 1364-8152 (2015)

Duijkers, René and Tóth, Roland and Piga, Dario and Laurain, Vincent Shrinking complexity of scheduling dependencies in LS-SVM based LPV system identification(I). In: 53rd IEEE Conference on Decision and Control, 15-17 December 2014, Los Angeles (USA) (Unpublished) (2014)

Cerone, Vito and Lasserre, Jean-Bernard and Piga, Dario and Regruto, Diego A unified framework for solving a general class of conditional and robust set-membership estimation problems. IEEE Transactions on Automatic Control , 59 (11). pp. 2897-2909. ISSN 0018-9286 (2014)

Canale, Massimo and Cerone, Vito and Piga, Dario and Regruto, Diego Approximation of model predictive control laws for polynomial systems. Asian Journal of Control , 16 (5). pp. 1425-1436. ISSN 1561-8625 (2014)

Piga, Dario and Tóth, Roland A bias-corrected estimator for nonlinear systems with output-error type model structures. Automatica, 50 (9). 2373 - 2380. ISSN 0005-1098 (2014)

Cerone, Vito and Piga, Dario and Regruto, Diego Characteristic polynomial assignment for plants with semialgebraic uncertainty: a robust diophantine equation approach. International Journal of Robust and Nonlinear Control , 25 (16). pp. 2911-2921. ISSN 1049-8923 (2014)

Lataire, John and Piga, Dario and Tóth, Roland Frequency-Domain Least-Squares Support Vector Machines to deal with correlated errors when identifying linear time-varying systems. In: Proceedings of the 19th IFAC World Congress. IFAC, pp. 10024-10029. (2014)

Formentin, Simone and Piga, Dario and Tóth, Roland and Savaresi, Sergio M. Direct data-driven control of linear parameter-varying systems. In: Proceedings of the 52nd Annual Conference on Decision and Control (CDC), 2013. IEEE, pp. 4110-4115. ISBN 978-1-4673-5714-2 (2013)

Cerone, Vito and Piga, Dario and Regruto, Diego Fixed-order FIR approximation of linear systems from quantized input and output data. Systems & Control Letters, 62 (12). 1136 - 1142. ISSN 0167-6911 (2013)

Piga, Dario and Tóth, Roland LPV model order selection in an LS-SVM setting. In: Proceedings of the 52nd Annual Conference on Decision and Control (CDC), 2013. IEEE, pp. 4128-4133. ISBN 978-1-4673-5714-2 (2013)

Piga, Dario and Tóth, Roland An SDP approach for l0-minimization: application to ARX model segmentation. Automatica, 49 (12). 3646 - 3653. ISSN 0005-1098 (2013)

Cerone, Vito and Piga, Dario and Regruto, Diego A convex relaxation approach to set-membership identification of LPV systems. Automatica, 49 (9). 2853 - 2859. ISSN 0005-1098 (2013)

Tóth, Roland and Laurain, Vincent and Piga, Dario An instrumental Least Squares Support Vector Machine for system identification. In: Worshop on Machine Learning for System Identification, 20-21 June 2013, Atlanta, USA (Unpublished) (2013)

Cerone, Vito and Piga, Dario and Regruto, Diego Computational load reduction in bounded error identification of Hammerstein systems. IEEE Transactions on Automatic Control , 58 (5). pp. 1317-1322. ISSN 0018-9286 (2013)

Piga, Dario and Tóth, Roland Data-driven LPV modeling of continuous pulp digesters. Technical Report #002/2013 University of Technology, Eindhoven (Unpublished)

Laurain, Vincent and Tóth, Roland and Piga, Dario An instrumental Least Squares Support Vector Machine for nonlinear system identification: enforcing zero-centering constraints. Technical Report #001/2013 University of Technology, Eindhoven , The Netherlands. (Unpublished)

Cerone, Vito and Piga, Dario and Regruto, Diego Bounding the parameters of block-structured nonlinear feedback systems. International Journal of Robust and Nonlinear Control , 23 (1). pp. 33-47. ISSN 1049-8923 (2013)

Cerone, Vito and Piga, Dario and Regruto, Diego and Tóth, Roland Fixed order LPV controller design for LPV models in input-output form. In: Proceedings of the 51st Annual Conference on Decision and Control (CDC). IEEE, pp. 6297-6302. ISBN 978-1-4673-2064-1 (2012)

Fagiano, Lorenzo and Milanese, Mario and Piga, Dario Optimization of airborne wind energy generators. International Journal of Robust and Nonlinear Control , 22 (18). pp. 2055-2083. ISSN 1049-8923 (2012)

Cerone, Vito and Piga, Dario and Regruto, Diego Polytopic outer approximations of semialgebraic sets. In: Proceedings of the 51st Annual Conference on Decision and Control (CDC). IEEE, pp. 7793-7798. ISBN 978-1-4673-2064-1 (2012)

Cerone, Vito and Piga, Dario and Regruto, Diego Bounded error identification of Hammerstein systems through sparse polynomial optimization. Automatica, 48 (10). 2693 - 2698. ISSN 0005-1098 (2012)

Piga, Dario A convex relaxation approach to set-membership identification. PhD Thesis thesis, Politecnico di Torino. (2012)

Lataire, John and Piga, Dario and Tóth, Roland Dealing with correlated errors in Least-Squares Support Vector Machine Estimators. In: ERNSI Workshop 2012, European Research Network on System Identification, September 23 – 25, 2012, Maastricht, The Netherlands (Unpublished) (2012)

Piga, Dario and Tóth, Roland Segmentation of ARX systems through SDP-relaxation techniques. In: ERNSI Workshop 2012, European Research Network on System Identification, September 23 – 25, 2012, Maastricht, The Netherlands (Unpublished) (2012)

Cerone, Vito and Piga, Dario and Regruto, Diego and Tóth, Roland Input-Output LPV Model identification with guaranteed quadratic stability. In: 16th IFAC Symposium on System Identification. IFAC, pp. 1767-1772. ISBN 978-3-902823-06-9 (2012)

Cerone, Vito and Piga, Dario and Regruto, Diego and Tóth, Roland Minimal LPV state-space realization driven set-membership identification. In: Proceedings of American Control Conference (ACC), 2012. IEEE, pp. 3421-3426. ISBN 978-1-4577-1095-7 (2012)

Cerone, Vito and Piga, Dario and Regruto, Diego Robust pole placement for plants with semialgebraic parametric uncertainty. In: Proceedings of American Control Conference (ACC), 2012. IEEE, pp. 5240-5245. ISBN 978-1-4577-1095-7 (2012)

Cerone, Vito and Piga, Dario and Regruto, Diego Set-Membership Error-in-variables identification through convex relaxation techniques. IEEE Transactions on Automatic Control , 57 (2). pp. 517-522. ISSN 0018-9286 (2012)

Cerone, Vito and Piga, Dario and Regruto, Diego Bounded-error identification of linear systems with input and output backlash. In: 16th IFAC Symposium on System Identification. IFAC, pp. 256-261. ISBN 978-3-902823-06-9 (2012)

Cerone, Vito and Piga, Dario and Regruto, Diego FIR approximation of linear systems from quantized records. In: 16th IFAC Symposium on System Identification. IFAC, pp. 1179-1184. ISBN 978-3-902823-06-9 (2012)

Cerone, Vito and Piga, Dario and Regruto, Diego and Berehanu, Sintayehu LPV identification of the glucose-insulin dynamics in Type I Diabetes. In: 16th IFAC Symposium on System Identification. IFAC, pp. 559-564. ISBN 978-3-902823-06-9 (2012)

Cerone, Vito and Piga, Dario and Regruto, Diego SM identification of input-output LPV models with uncertain time-varying parameters. In: Linear parameter-varying system identification: new developments and trends. Advanced Series in Electrical and Computer Engineering (14). World Scientific, pp. 41-64. ISBN 978-981-4355-44-5 (2012)

Canale, Massimo and Cerone, Vito and Piga, Dario and Regruto, Diego Fast implementation of model predictive control with guaranteed performance. In: Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC). IEEE, pp. 3375-3380. ISBN 978-1-61284-799-3 (2011)

Cerone, Vito and Piga, Dario and Regruto, Diego Set-membership identification of Hammerstein-Wiener systems. In: Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC). IEEE, pp. 2819-2824. ISBN 978-1-61284-799-3 (2011)

Cerone, Vito and Piga, Dario and Regruto, Diego Enforcing stability constraints in set-membership identification of linear dynamic systems. Automatica, 47 (11). 2488 - 2494. ISSN 0005-1098 (2011)

Cerone, Vito and Piga, Dario and Regruto, Diego Set-membership LPV model identification of vehicle lateral dynamics. Automatica, 47 (8). 1794 - 1799. ISSN 0005-1098 (2011)

Cerone, Vito and Piga, Dario and Regruto, Diego Convex relaxation techniques for set-membership identification of LPV systems. In: Proceedings of American Control Conference (ACC), 2011. IEEE, pp. 171-176. ISBN 978-1-4577-0080-4 (2011)

Cerone, Vito and Piga, Dario and Regruto, Diego Hammerstein systems parameters bounding through sparse polynomial optimization. In: Proceedings of American Control Conference (ACC), 2011. IEEE, pp. 1247-1252. ISBN 978-1-4577-0080-4 (2011)

Cerone, Vito and Piga, Dario and Regruto, Diego Computational burden reduction in set-membership Hammerstein system identification. In: Proceedings of the 18th IFAC World Congress. IFAC, pp. 13924-13929. ISBN 978-3-902661-93-7 (2011)

Cerone, Vito and Piga, Dario and Regruto, Diego Improved parameter bounds for set-membership EIV problems. International Journal of Adaptive Control and Signal Processing, 25 (3). pp. 208-227. ISSN 08906327 (2010)

Cerone, Vito and Piga, Dario and Regruto, Diego Bounding the parameters of linear systems with stability constraints. In: Proceedings of American Control Conference (ACC), 2010. IEEE, pp. 2152-2157. ISBN 978-1-4244-7426-4 (2010)

Milanese, Mario and Fagiano, Lorenzo and Piga, Dario Control as a key technology for a radical innovation in wind energy generation. In: Proceedings of American Control Conference (ACC), 2010. IEEE, pp. 2361-2377. ISBN 978-1-4244-7426-4 (2010)

Cerone, Vito and Piga, Dario and Regruto, Diego Set-membership EIV identification through LMI relaxation techniques. In: Proceedings of American Control Conference (ACC), 2010. IEEE, pp. 2158-2163. ISBN 978-1-4244-7426-4 (2010)

Fagiano, Lorenzo and Milanese, Mario and Piga, Dario High-Altitude wind power generation. IEEE Transactions on Energy Conversion, 25 (1). pp. 168-180. ISSN 0885-8969 (2010)

Cerone, Vito and Piga, Dario and Regruto, Diego Bounded error identification of Hammerstein Systems with backlash. In: Block-oriented Nonlinear System Identification. Lecture Notes in Control and Information Sciences (404). Springer , pp. 367-382. ISBN 978-1-84996-513-2 (2010)

Cerone, Vito and Piga, Dario and Regruto, Diego Set-membership identification of block-structured nonlinear feedback systems. In: Proceedings of the 48th IEEE Conference on Decision and Control, 2009 held jointly with the 2009 28th Chinese Control Conference. CDC/CCC 2009. IEEE, pp. 3643-3649. ISBN 978-1-4244-3872-3 (2009)

Cerone, Vito and Piga, Dario and Regruto, Diego Parameter bounds evaluation for linear systems with output backlash. In: Proceedings of the 15th IFAC Symposium on System Identification. IFAC, pp. 575-580. ISBN 978-3-902661-47-0 (2009)

Fagiano, Lorenzo and Milanese, Mario and Piga, Dario Kitenergy: a radical innovation in wind energy generation. In: Clean technology 2010: bioenergy, renewables, storage, grid, waste and sustainability: Technical Proceedings of the 2010 Clean Technology Conference and Expo. CRC Press, pp. 167-170. ISBN 978-1-4398-3419-0 (2009)