Publications
Papers on international
journals
[A1] E. Milotti, R. Chignola, C. Dalla Pellegrina, A. Del Fabbro, M. Farina, D.
Liberati. VBL: Virtual Biophysics
Lab. Il nuovo
cimento C, 31(1). pp. 109-118, 2008.
[A2] E. Bullinger, D. Fey, M. Farina and R. Findeisen. Identifikation biochemischer Reaktionsnetzwerke: ein beobachterbasierter Ansatz. Identification
of biochemical reaction networks: an observer based approach. AT -
[A3] M. Farina, S. Bittanti, P. Tavella, L. Galleani. Control of clock signals. Journal of the Franklin Institute,
346(5), 2009
. pp. 449-469.
[A4] M. Farina, S. Bittanti. An observer for
mass-action chemical reaction networks. European
Journal of Control, Volume 15, Number 5, 2009. pp. 578-593.
[A5] E. Pisoni, M. Farina, C. Carnevale,
L. Piroddi. Forecasting peak air pollution levels
using NARX Models. Engineering
Applications of Artificial Intelligence, 22 (4-5), 2009. pp. 593-602.
[A6] M. Farina, G. Ferrari-Trecate and R. Scattolini.
Distributed Moving Horizon Estimation for Linear Constrained Systems. IEEE Trans. on Automatic Control. To
appear as Regular Paper.
[A7] M. Farina, G. Ferrari-Trecate and
R. Scattolini. Moving horizon
state estimation of large-scale constrained partitioned systems. Automatica. Volume 46(5), 2010. pp. 910-918.
[A8] M. Farina, L. Galleani, P.
Tavella, S. Bittanti. A control theory
approach to clock steering techniques. IEEE
Trans. on Ultrasonics, Ferroelectrics and Frequency
Control. , vol. 57, no. 10, October 2010, pp. 2257 - 2270.
[A9] 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, Volume 83 (7), July 2010.
[A10]
M. Farina, L. Piroddi. Identification
of Polynomial Input-Output Recursive Models with Simulation Error Minimization
Methods. International Journal of Sytems Science. Published online on August 19, 2010.
http://dx.doi.org/10.1080/00207721.2010.496055.
[A11] M. Farina, L. Piroddi.
Simulation
error minimization identification method based on multi-stage prediction. International Journal of Adaptive Control
and Signal Processing. Published online in Wiley Online Library
(wileyonlinelibrary.com). DOI: 10.1002/acs.1203.
[A12] M. Farina, G. Ferrari-Trecate,
R. Scattolini. Distributed
moving horizon estimation for nonlinear constrained systems. International
Journal of Nonlinear and Robust Control, in press.
[A13] M. Farina, G. Ferrari-Trecate,
Carlo Romani, R. Scattolini. Moving horizon
estimation for distributed nonlinear systems with application to cascade river
reaches. Journal of Process Control,
in press.
Conference papers
[B1] S. Facioni,
G. Graglia, M. Mascarello,
F. Cordara, R. Costa, M. Farina, L. Lorini, D. Orgiazzi, V. Pettiti, I. Sesia, P. Tavella, M.Falcone,
J. Hahn, M. Brunet. The
first month of operation of the Experimental Precise Station in the GSTB.V1
project. Proceedings of the GNSS
2004,
[B2]
M. Farina, L. Galleani, P. Tavella.
Steering a time scale by the application of the theory of control. Proceedings of the 19th European Frequency
and Time Forum, EFTF 2005,
[B3] S. Bittanti,
A. De Marco, M. Farina, S. Spelta. Modelling and
simulation of a Dish Stirling solar engine. Proceedings of the 16th IFAC World Conference,
IFAC 2005, Praha, Czech Republic, 3-8 Luglio 2005, pp: 362-367.
[B4]
M. Farina, R. Findeisen, E. Bullinger,
S. Bittanti, F.Allgöwer, P.
Wellstead. Results towards identifiability
properties of biochemical reaction networks. Proceedings of the 45th Conference on Decision and Control, CDC 2006,
San Diego, CA,
[B5] L. Mazzocchi, C. Zagano, M. Farina, S. Bittanti. Optimization
of ammonia injection in DeNOx SCR systems. Proceedings of the 3rd International Conference
on clean coal technologies for our future, CCT 2007,
[B6] M. Farina, E. Bullinger,
R. Findeisen, S. Bittanti. An Observability Based Strategy for Parameter Identification
in Systems Biology. Foundations of
Systems in Engineering (FOSBE) Conference 2007,
[B7]
E. Sacco, M. Farina, C. Greco, S. Busti, L. De Gioia, S. Fantinato, D. Liberati, L. Alberghina, M. Vanoni, Molecular and computational analysis of regulation
of hSos1, the major activator of the proto-oncoprotein
Ras. SysBioHealth Symposium 2007, Università degli Studi di Milano
Bicocca, Milano, pp. 158-160.
[B8] M. Farina, L. Piroddi.
Some Convergence Properties of Multi-Step Prediction Error Identification
Criteria. Proceedings of the 47th
Conference on Decision and Control, CDC 2008,
[B9] M. Farina, L. Piroddi.
Simulation Error Minimization-Based Identification of Polynomial
Input-Output Recursive Models. 15th IFAC
Symposium on System Identification, pp. 1393-1398,
[B10] L. Piroddi, M. Farina, M. Lovera.
Polynomial NARX Model Identification: a WienerHammerstein Benchmark. 15th IFAC Symposium on System Identification,
pp. 1074-1079,
[B11] M. Farina, G. Ferrari-Trecate
and R. Scattolini. A moving horizon
scheme for distributed state estimation. Proceedings
of the 48th Conference on Decision and Control, CDC 2009,
[B12] M. Farina, G. Ferrari-Trecate
and R. Scattolini. Distributed
moving horizon estimation for sensor networks. IFAC NecSys Conference, 2009. Proceedings of
the 1st IFAC Workshop on Estimation and Control of Networked Systems, pp.
126-131,
[B13] M. Farina, G. Ferrari-Trecate
and R. Scattolini. State estimation
for large-scale partitioned systems: a moving horizon approach. Proceedings of the 2010 American Control
Conference,
[B14] M. Farina and L. Piroddi. Approximate
SEM identification of polynomial input-output models. Proceedings of the 2010 American Control Conference,
[B15] M. Farina, G. Ferrari-Trecate
and R. Scattolini. Distributed
moving horizon estimation for nonlinear constrained systems. Proceedings of the 8th IFAC
Symposium on Nonlinear control Systems, NOLCOS 2010, pp 909-914.
[B16] M. Farina, L. Piroddi.
Convergence properties of an iterative prediction approach to nonlinear
SEM parameter estimation. To appear at IEEE
CDC conference, 2010.
Book chapters
[C1] M. Farina, M. Prandini. Hybrid models for gene regulatory networks: The
case of lac operon
in E.Coli. Hybrid
Systems: Computation and Control, Bemporad,
Alberto; Bicchi, Antonio; Buttazzo,
Giorgio (Eds.), Lecture Notes in Computer Science, Springer-Verlag,
ISBN: 978-3-540-71492-7, short paper, pp 693-697.
Technical reports
[D1]
M. Farina, M. Prandini. Hybrid
models for gene regulatory networks:The case of lac coperon
in E.Coli. Rapporto Interno 2006.75, Dipartimento di
Elettronica e Informazione, Politecnico di Milano.
[D2] M. Farina. Steering a
timescale by application of control theory. Rapporto Interno 2006.22, Dipartimento di Elettronica e
Informazione, Politecnico di Milano.
[D3] M. Farina, G. Ferrari-Trecate and R. Scattolini. A moving horizon scheme for distributed state estimation. Rapporto Interno 2009.5, Dipartimento di
Elettronica e Informazione, Politecnico di Milano.
[D4] M. Farina and L. Piroddi. Simulation error minimization
identification method based on multi-stage prediction. Rapporto Interno 2009.13, Dipartimento
di Elettronica e Informazione, Politecnico di Milano.
[D5] M. Farina, G. Ferrari-Trecate
and R. Scattolini. Moving horizon
state estimation of large-scale constrained partitioned systems. Rapporto Interno 2009.22, Dipartimento
di Elettronica e Informazione, Politecnico di Milano.
[D6] M. Farina, G. Ferrari-Trecate
and R. Scattolini. Distributed
moving horizon estimation for nonlinear constrained systems. Rapporto interno 2010.7, Dipartimento di
Elettronica e Informazione, Politecnico di Milano.
[D7] M. Farina, R. Scattolini,
J. Garcia, J. Espinosa, J.B.
Rawlings. Report on the state of the art in
distributed state and variance estimation, and on preliminary results on
disturbance modelling for distributed systems. HD MPC
project deliverable D5.1.
http://www.ict-hd-mpc.eu/deliverables/hd_mpc_D_5_1.pdf
Thesis
[E1] M. Farina. Observer
design and parameter identification for mass-action biochemical reaction
networks. Supervisor: Prof. S. Bittanti.
PhD Thesis, Politecnico di
Milano, 2007.
[E2] M. Farina. Il motore solare Dish Stirling: modellistica e controllo (in italian).
Supervisor: Prof. S. Bittanti.
Diploma Thesis, Politecnico di Milano, Giugno 2003.
Submitted
papers and book chapters
[F1] M.
Farina. Stability properties of the Riccati
difference equation with inputs. Submitted for journal publication.
[F5] M. Farina, R. Scattolini.
Distributed non-cooperative MPC with neighbor-to-neighbor communication.
Submitted to IFAC 2010 Conference.
[F6] F. Casella, M. Farina, F. Righetti,
R. Scattolini, D. Faille, F. Davelaar,
A. Tica, H. Gueguen, D. Dumur. An optimization procedure of the
start-up of Combined Cycle Power Plants. Submitted to IFAC 2010 Conference.
[F7] E. Pisoni, M. Farina, G. Pagani, L. Piroddi. Environmental Over-Threshold Event
Forecasting using NARX Models. Submitted to IFAC 2010 Conference.
Pubblicazioni non scientifiche -
narrativa
M. Farina ''Wallace PI,
ovvero nuove avventure di un bambino con i capelli ricci ricci'', 2003.
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