Articoli su riviste internazionali
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L. Piroddi, M. Farina, M. Lovera, "Black box model identification of nonlinear input-output models: a Wiener–Hammerstein benchmark", Control Engineering Practice. (accepted for publication)
R. Cordone, L. Piroddi, "Parsimonious Monitor Control of Petri Net models of FMS", IEEE Transactions on Systems, Man and Cybernetics, Part A. (accepted for publication)
L. Piroddi, "Hybrid neural control systems: some stability properties", Journal of the Franklin Institute, Vol. 349, n. 3, 2012, pp. 826-844, April 2012.
M. Farina, L. Piroddi, "Identification of Polynomial Input-Output Recursive Models with Simulation Error Minimization Methods", International Journal of Systems Science, Vol. 43, n. 2, pp. 319-333, February 2012.
M. Bergamasco, F. Della Rossa, L. Piroddi, "Active noise control with on-line estimation of non-Gaussian noise characteristics", Journal of Sound and Vibration, Vol. 331, n. 1, pp. 27–40, 2012.
M. Prandini, L. Piroddi, S. Puechmorel, S.L. Brázdilová, "Towards air traffic complexity assessment in new generation air traffic management systems", IEEE Transactions on Intelligent Transportation Systems, Vol. 12, n. 3, pp. 809-818, 2011.
A. Leva, L. Piroddi, "FPGA-based implementation of high-speed active noise and vibration controllers", Control Engineering Practice, Vol. 19, n. 8, pp. 798–808, 2011.
M. Farina, L. Piroddi, "Simulation error minimization identification based on multi-stage prediction", International Journal of Adaptive Control and Signal Processing, Vol. 25, n. 5, pp. 389-406, 2011.
C. Cantelmo, L. Piroddi, "Adaptive model selection for polynomial NARX models", IET Control Theory & Applications, Vol. 4, n. 12, pp. 2693–2706, 2010.
M. Bonin, V. Seghezza, L. Piroddi, "NARX model selection based on simulation error minimization and LASSO", IET Control Theory & Applications, Vol. 4, n. 7, pp. 1157–1168, July 2010.
M. Farina, L. Piroddi, "An iterative algorithm for simulation error based identification of polynomial input-output models using multi-step prediction", International Journal of Control, Vol. 83, n. 7, pp. 1442–1456, July 2010.
R. Napoli, L. Piroddi, "Nonlinear active noise control with NARX models", IEEE Transactions on Audio, Speech and Language Processing , Vol. 18, n. 2, pp. 286-295, Feb. 2010.
A. Leva, L. Piroddi, M. Di Felice, A. Boer, R. Paganini, "Adaptive relay-based control of household refrigerators/freezers with on-off actuators", Control Engineering Practice, Vol. 18, n. 1, pp. 94–102, Jan. 2010.
M. Tanelli, L. Piroddi, S.M. Savaresi, "Real-time identification of tire-road friction conditions", IET Control Theory & Applications, Vol. 3, n. 7, pp. 891–906, 2009.
E. Pisoni, M. Farina, C. Carnevale, L. Piroddi, "Forecasting peak air pollution levels using NARX models", Engineering Applications of Artificial Intelligence, Vol. 22, pp. 593–602, 2009.
L. Piroddi, R. Cordone, I. Fumagalli, "Combined Siphon and Marking Generation for Deadlock Prevention in Petri Nets", IEEE Transactions on Systems, Man and Cybernetics, Part A, Vol. 39, n. 3, pp. 650-661, May 2009.
L. Piroddi, M. Cossalter, L. Ferrarini, "A Resource Decoupling Approach for Deadlock Prevention in FMS", Int. Journal of Advanced Manufacturing Technology, Vol. 40, n. 1, pp. 157-170, 2009.
E.C. Carcano, P. Bartolini, M. Muselli, L. Piroddi, "Jordan Recurrent Neural Network versus Ihacres in modelling daily streamflows", Journal of Hydrology, Vol. 362, n. 3-4, pp. 291–307, 2008.
L. Piroddi, R. Cordone, I. Fumagalli, "Selective Siphon Control for Deadlock Prevention in Petri Nets", IEEE Transactions on Systems, Man and Cybernetics, Part A, Vol. 38, n. 6, pp. 1337-1348, 2008.
L. Piroddi, "Simulation error minimization methods for NARX model identification", International Journal of Modelling, Identification and Control, Vol. 3, n. 4, pp. 392-403, 2008.
L. Ferrarini, L. Piroddi, "Modeling and control of fluid transportation operations in production plants with Petri nets", IEEE Transactions on Control Systems Technology, Vol. 16, n. 5, pp. 1090-1098, 2008.
A. Castelnuovo, L. Ferrarini, L. Piroddi, "An Incremental Petri Net-Based Approach to the Modeling of Production Sequences in Manufacturing Systems", IEEE Transactions on Automation Science and Engineering, Vol. 4, n. 3, pp. 424-434, July 2007.
L. Piroddi, A. Leva, "Step response classification for model-based autotuning via polygonal curve approximation", Journal of Process Control, Vol. 17, n. 8, pp. 641-652, September 2007.
R. Cordone, L. Ferrarini, L. Piroddi, "Enumeration Algorithms for Minimal Siphons in Petri Nets Based on Place Constraints", IEEE Transactions on Systems, Man and Cybernetics, Part A, Vol. 35, n. 6, pp. 844-854, 2005.
W. Spinelli, L. Piroddi, M. Lovera, "On the role of pre-filtering in nonlinear system identification", IEEE Transactions on Automatic Control, Vol. 50, n. 10, pp. 1597-1602, 2005.
A. Leva, L. Piroddi, "Model classification applied to industrial PID autotuning", Industrial & Engineering Chemistry Research, Vol. 43, n. 21, pp. 6787-6796, 2004.
L. Piroddi, W. Spinelli, "An identification algorithm for polynomial NARX models based on simulation error minimization", International Journal of Control, Vol. 76, n. 17, pp. 1767-1781, 2003.
L. Ferrarini, L. Piroddi, "Modular design and implementation of a logic control system for a batch process", Computers and Chemical Engineering, Vol. 27, n. 7, pp. 983-996, 2003.
L. Ferrarini, L. Piroddi, "Front-tracking centralized motor control in a paper-making process", Control Engineering Practice, Vol. 10, pp. 1111-1125, October 2002.
A. Leva, L. Piroddi, "NARX-based technique for the modeling of magneto-rheological damping devices", Smart Materials and Structures, Vol. 11, pp. 79-88, February 2002.
G. Ferretti, L. Piroddi, "Estimation of NOx emissions in thermal power plants using neural networks", ASME Journal of Engineering for Gas Turbines and Power, Vol. 123, pp. 465-471, April 2001.
F. Casella, C. Maffezzoni, L. Piroddi, F. Pretolani, "Minimising production costs in generation and cogeneration plants", Control Engineering Practice, Vol. 9, n. 3, pp. 283-295, 2001.
P. Palumbo, L. Piroddi, "Seismic behaviour of buttress dams: nonlinear modeling of a damaged buttress based on ARX/NARX models", Journal of Sound and Vibration, Vol. 239, No. 3, pp. 405-422, 2001.
P. Palumbo and L. Piroddi, "Harmonic analysis of nonlinear structures by means of Generalized Frequency Response Functions coupled with NARX models", Mechanical Systems and Signal Processing, Vol. 14, No. 2, pp. 243-265, March 2000.
S. Bittanti, L. Piroddi, "Steady-state off-set error rejection in neural network-based control systems", Intelligent Automation and Soft Computing, Vol. 6, No. 2, pp. 147-158, February 2000.
L. Ferrarini, L. Piroddi and S. Allegri, "A comparative performance analysis of FMS with deadlocks", Journal of Intelligent Manufacturing, Vol. 10, No. 6, pp. 569-585, 1999.
S. Bittanti, L. Piroddi, "Neural implementation of GMV control schemes based on affine input-output models", IEE Proceedings, Control Theory and Applications, Vol. 144, No. 6, pp. 521-530, November 1997.
A. Leva, L. Piroddi, "Model-specific autotuning of classical regulators: a neural approach to structural identification", Control Engineering Practice, Vol. 4, No. 10, pp. 1381-1391, 1996.
S. Bittanti, L. Piroddi, "Nonlinear identification and control of a heat exchanger: a neural network approach", Journal of the Franklin Institute, Vol. 334, No. 1, pp. 135-153, 1997.
S. Bittanti, L. Piroddi, "A GMV Technique for Nonlinear Control with Neural Networks", IEE Proceedings, Control Theory and Applications, Vol. 141, No. 2, pp. 57-69, March 1994.
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Comunicazioni a congressi, simposi, workshops internazionali
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D. Delvecchio, L. Piroddi, "A nonlinear active noise control scheme with on-line model structure selection", 50th IEEE Conference on Decision and Control, pp. 8014-8019, Orlando (FL), USA, December 12-15, 2011.
E. Pisoni, M. Farina, G.Pagani, L. Piroddi, "Environmental Over-Threshold Event Forecasting using NARX Models", 18th IFAC World Congress, pp. 10559-10564, Milan (Italy), August 28 - September 2, 2011.
M. Bergamasco, F. Della Rossa, L. Piroddi, "Active control of impulsive noise with on-line outlier detection", 18th IFAC World Congress, pp. 7909-7914, Milan (Italy), August 28 - September 2, 2011.
R. Cordone, L. Piroddi, "Monitor Optimization in Petri Net Control", 7th Annual IEEE Conference on Automation Science and Engineering, pp. 413-418, Trieste (Italy), August 24-27, 2011.
M. Bergamasco, L. Piroddi, "Active noise control of impulsive noise using online estimation of an alpha-stable model", 49th IEEE Conference on Decision and Control, pp. 36-41, Atlanta (GA), USA, December 15-17, 2010.
M. Farina, L. Piroddi, "Convergence properties of an iterative prediction approach to nonlinear SEM parameter estimation", 49th IEEE Conference on Decision and Control, pp. 7226-7231, Atlanta (GA), USA, December 15-17, 2010.
L. Piroddi, M. Prandini, "A geometric approach to air traffic complexity evaluation for strategic trajectory management", 49th IEEE Conference on Decision and Control, pp. 2075-2080, Atlanta (GA), USA, December 15-17, 2010.
A. Leva, L. Piroddi, "A pseudo-multirate implementation of digital systems for improved performance", 49th IEEE Conference on Decision and Control, pp. 7582-7587, Atlanta (GA), USA, December 15-17, 2010.
I. Fumagalli, L. Piroddi, R. Cordone, "A reachability graph partitioning technique for the analysis of deadlock prevention methods in bounded Petri nets", American Control Conference, pp. 3365-3370, Baltimore (MD), USA, June 30 - July 2, 2010.
M. Bonin, V. Seghezza, L. Piroddi, "LASSO-enhanced simulation error minimization method for NARX model selection", American Control Conference, pp. 4522-4527, Baltimore (MD), USA, June 30 - July 2, 2010.
M. Farina, L. Piroddi, "Approximate SEM identification of polynomial input-output models", American Control Conference, pp. 7040-7045, Baltimore (MD), USA, June 30 - July 2, 2010.
M. Prandini, L. Piroddi, J. Lygeros, "A two-step approach to aircraft conflict resolution combining optimal deterministic design with Monte Carlo stochastic optimization", European Control Conference, pp. 1824-1829, Budapest (Hungary), August 23-26, 2009.
M. Farina, L. Piroddi, "Simulation Error Minimization-Based Identification of Polynomial Input-Output Recursive Models", 15th IFAC Symposium on System Identification, pp. 1393-1398, Saint-Malo (France), July 6-8, 2009.
L. Piroddi, M. Farina, M. Lovera, "Polynomial NARX Model Identification: a Wiener–Hammerstein Benchmark", 15th IFAC Symposium on System Identification, pp. 1074-1079, Saint-Malo (France), July 6-8, 2009.
A. Leva, L. Piroddi, "A multirate autotuning PI with improved static performance", American Control Conference, pp. 4687-4692, St. Louis, Missouri (USA), June 10-12, 2009.
R. Napoli, L. Piroddi, "Nonlinear active noise control using NARX model structure selection", American Control Conference, pp. 5616-5621, St. Louis, Missouri (USA), June 10-12, 2009.
M. Di Felice, L. Piroddi, A. Leva, A. Boer, "Adaptive Temperature Control of a Household Refrigerator", American Control Conference, pp. 889-894, St. Louis, Missouri (USA), June 10-12, 2009.
L. Piroddi, R. Cordone, I. Fumagalli, "Efficient deadlock prevention in Petri nets through the generation of selected siphons", American Control Conference, pp. 5006-5011, St. Louis, Missouri (USA), June 10-12, 2009.
M. Farina, L. Piroddi, "Some Convergence Properties of Multi-Step Prediction Error Identification Criteria", 47th IEEE Conference on Decision and Control, pp. 756-761, Cancun (Mexico), December 9-11, 2008.
M. Tanelli, L. Piroddi, M. Piuri, S.M. Savaresi, "Real-time identification of tire-road friction conditions", 17th IEEE International Conference on Control Applications, pp. 25-30, San Antonio, Texas (USA), September 3-5, 2008.
M. Maggio, A. Leva, L. Piroddi, "Closed-versus open-loop active vibration control in the presence of finite precision arithmetic", IEEE Int. Symposium on Computer-Aided Control System Design, pp. 201-206, San Antonio, Texas (USA), September 3-5, 2008.
L. Piroddi, M. Lovera, "NARX model identification using a forward-regression orthogonal estimator with error filtering", 17th IFAC World Congress, pp. 2726-2731, Seoul (Korea), July 6-11, 2008.
A. Leva, L. Piroddi, "FPGA-based implementation of an active vibration controller", 17th IFAC World Congress, pp. 5077-5082, Seoul (Korea), July 6-11, 2008.
A. Leva, L. Piroddi, A. Boer, "Adaptive temperature control in a freezer with on-off actuation", 17th IFAC World Congress, pp. 15439-15444, Seoul (Korea), July 6-11, 2008.
L. Piroddi, R. Cordone, I. Fumagalli, "Non redundant siphon control in ordinary Petri nets", 46th IEEE Conference on Decision and Control, pp. 1904-1909, New Orleans, Louisiana (USA), December 12-14, 2007.
M. Maggio, A. Leva, L. Piroddi, "Finite-precision implementation issues in narrowband active control", 46th IEEE Conference on Decision and Control, pp. 1076-1081, New Orleans, Louisiana (USA), December 12-14, 2007.
T. Pulecchi, L. Piroddi, "A cluster selection approach to polynomial NARX identification", American Control Conference, pp. 852-857, New York City (USA), July 11-13, 2007.
A. Leva, L. Piroddi, "On the parameterisation of simple process models for the autotuning of industrial regulators", American Control Conference, pp. 3306-3311, New York City (USA), July 11-13, 2007.
I. Fumagalli, L. Piroddi, R. Cordone, "Siphon Classification for Deadlock Prevention in Petri Nets", European Control Conference, pp. 4425-4431, Kos (Greece), July 2-5, 2007.
L. Piroddi, A. Leva, F. Casaro, "Feedback and feedforward active vibration control schemes for a turbomolecular vacuum pump", European Control Conference, pp. 395-401, Kos (Greece), July 2-5, 2007.
L. Piroddi, A. Leva, "Model structure selection based on polygonal curve approximation techniques", 45th IEEE Conference on Decision and Control, pp. 805-810, San Diego, California (USA), December 13-15, 2006.
L. Piroddi, A. Leva, F. Casaro, "Vibration control of a turbomolecular vacuum pump using piezoelectric actuators", 45th IEEE Conference on Decision and Control, pp. 6555-6560, San Diego, California (USA), December 13-15, 2006.
L. Piroddi, A. Leva, F. Casaro, "Modeling and Active Vibration Control of a Turbomolecular Vacuum Pump", IEEE International Conference on Control Applications, pp. 1103-1108, Munich (D), October 4-6, 2006.
W. Spinelli, L. Piroddi, M. Lovera, "A Two-stage Algorithm for Structure Identification of Polynomial NARX models", American Control Conference, pp. 2387-2392, Minneapolis, Minnesota (USA), June 14-16, 2006.
M. Lovera, L. Piroddi, W. Spinelli, "On sampling and prefiltering in nonlinear system identification", 14th IFAC Symposium on System Identification, pp. 1009-1014, Newcastle (Australia), March 29-31, 2006.
L. Ferrarini, L. Piroddi, "A Modular Approach for Deadlock Avoidance in FMS", 44th IEEE Conference on Decision and Control / European Control Conference, pp. 4646-4651, Seville (Spain), December 12-15, 2005.
A. Castelnuovo, L. Ferrarini, L. Piroddi, "An Incremental Petri Net Approach to Production Sequence Modeling", IEEE Conference on Automation Science and Engineering, pp. 333-338, Edmonton (Canada), August 1-2, 2005.
A. Leva, L. Piroddi, "Control-Oriented NARX Modeling of Magneto-Rheological Dampers", 16th IFAC World Congress, Prague (Czech Republic), July 4-8, 2005.
W. Spinelli, L. Piroddi, M. Lovera, "On the role of pre-filtering in nonlinear system identification", 16th IFAC World Congress, Prague (Czech Republic), July 4-8, 2005.
K. Li, J. Peng, G.W. Irwin, L. Piroddi, W. Spinelli, "Estimation of NOx Emissions in Thermal Power Plants Using Eng-Genes Neural Networks", 16th IFAC World Congress, Prague (Czech Republic), July 4-8, 2005.
A. Benigno, R. Cordone, L. Ferrarini, L. Piroddi, "A Recursive Method for the Computation of Minimal Siphons in Petri Nets", 16th IFAC World Congress, Prague (Czech Republic), July 4-8, 2005.
W. Spinelli, L. Piroddi, K. Li, "Nonlinear modeling of NOx emission in a coal-fired power generation plant", 43rd IEEE Conference on Decision and Control, pp. 3850-3855, Atlantis, Paradise Island (The Bahamas), December 14-17, 2004.
A. Leva, L. Piroddi, "Model-based PID autotuning enhanced by neural structural identification", American Control Conference, pp. 2427-2432, Boston, Massachusetts (USA), July 2004.
L. Ferrarini, L. Piroddi, "Automatic Synthesis of Multiple Place Resource Models with Petri Nets", American Control Conference, pp. 5096-5101, Boston, Massachusetts (USA), July 2004.
L. Piroddi, W. Spinelli, "Long-range nonlinear prediction: a case study", 42nd IEEE Conference on Decision and Control, pp. 3984-3989, Maui, Hawaii (USA), December 2003.
R. Cordone, L. Ferrarini, L. Piroddi, "Some results on the computation of minimal siphons in Petri nets", 42nd IEEE Conference on Decision and Control, pp. 3754-3759, Maui, Hawaii (USA), December 2003.
L. Piroddi, W. Spinelli, "Structure selection for polynomial NARX models based on simulation error minimization", 13th IFAC Symposium on System Identification, pp. 371-376, Rotterdam (The Netherlands), 27-28 August, 2003.
L. Piroddi, W. Spinelli, "A pruning method for the identification of polynomial NARMAX models", 13th IFAC Symposium on System Identification, pp. 1108-1113, Rotterdam (The Netherlands), 27-28 August, 2003.
R. Cordone, L. Ferrarini, L. Piroddi, "Characterization of Minimal and Basis Siphons with Predicate Logic and Linear Programming", IEEE Conference on Computer Aided Control System Design, CACSD 2002, Glasgow (Scotland), 18-20 September, 2002.
P. Palumbo, L. Piroddi, S. Lancini, F. Lozza, "NARX Modelling of Radial Crest Displacements of the Schlegeis Arch Dam", 6th Benchmark Workshop on Numerical Analysis of Dams, Salzburg (Austria), 17-19 October, 2001.
L. Piroddi, A. Feriani, F. Lozza, "Black-box Modelling of a Seismic Isolator", 5th World Congress on Joints, Bearings and Seismic Systems for Concrete Structures, Rome (Italy), 7-11 October, 2001.
L. Ferrarini, L. Piroddi, "Modeling and control of transporting systems in batch processes with multiple aggregated resources", ISIC 2001, IEEE Int. Symposium on Intelligent Control, pp. 258-263, Mexico City, Mexico, 5-7 September, 2001.
L. Ferrarini, L. Piroddi, "Design and implementation of a modular supervisory control system of a batch process", ECC 2001, European Control Conference, pp. 1583-1588, Porto, Portugal, 4-7 September, 2001.
C. Maffezzoni, F. Casella, L. Piroddi, "Minimizing production costs in generation and cogeneration plants", IFAC Symposium on Power Plants & Power Systems Control 2000, pp. 41-50, Brussels, Belgium, 26-29 April 2000.
G. Guariso, E. Tracanella, L. Piroddi, A.E. Rizzoli "A Web Accessible Environmental Model Base: a Tool for Natural Resources Management", MODSIM 97, International Congress on Modelling and Simulation, pp. 657-663, Hobart, Tasmania, 8-11 December 1997.
A. Leva, L. Piroddi, "A Neural Network-Based Technique for Structural Identification of SISO Systems", IMTC '94, IEEE Instrumentation and Measurement Technology Conference, pp. 135-138, Hamamatsu, Japan, 1994.
R. Bardelli, S. Bittanti, P. Bolzern, M. Campi, E. Carugati, A. De Marco, L. Piroddi, W. Prandoni, "Application of the Extended Kalman Filter to the Estimation of the Char Mass in a Fluidized Bed Combustor", 10th IFAC Symposium on System Identification, pp. 247-252, Copenhagen, 1994.
S. Bittanti, L. Piroddi, "A Neural Network Approach to Generalized Minimum Variance Control of Nonlinear Systems", European Control Conference ECC '93, pp. 466-470, Groningen (NL), 1993.
S. Bittanti, L. Piroddi, "Minimum Variance Control of a Class of Nonlinear Plants with Neural Networks", IEE 3rd Int. Conf. on Artificial Neural Networks, pp. 168-171, Brighton (UK), 1993.
S. Bittanti, P. Bolzern, G. De Nicolao, L. Piroddi, D. Purassanta, "A Minimum Prediction Error Algorithm for Estimation of Periodic ARMA Models", European Control Conference ECC '91, pp. 1200-1203, Grenoble, France, 1991.
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