Consiglio Nazionale delle Ricerche

Tipo di prodottoArticolo in rivista
TitoloRobust linear static anti-windup with probabilistic certificates
Anno di pubblicazione2017
Formato
  • Elettronico
  • Cartaceo
Autore/iS. Formentin, F. Dabbene, R. Tempo, L. Zaccarian, S.M. Savaresi
Affiliazioni autoriPolitecnico di Milano, CNR-IEIIT
Autori CNR e affiliazioni
  • FABRIZIO DABBENE
  • ROBERTO TEMPO
Lingua/e
  • inglese
AbstractIn this paper, we address robust static anti-windup compensator design and performance analysis for saturated linear closed loops in the presence of nonlinear probabilistic pa- rameter uncertainties via randomized techniques. The proposed static anti-windup analysis and robust performance synthesis cor- respond to several optimization goals, ranging from minimization of the nonlinear input/output gain to maximization of the stability region or maximization of the domain of attraction. We also introduce a novel paradigm accounting for uncertainties in the energy of the disturbance inputs. Due to the special structure of linear static anti-windup design, wherein the design variables are decoupled from the Lyapunov certificates, we introduce a significant extension, called scenario with certificates (SwC), of the so-called scenario approach for uncertain optimization problems. This extension is of inde- pendent interest for similar robust synthesis problems involv- ing parameter-dependent Lyapunov functions. We demonstrate that the scenario with certificates robust design formulation is appealing because it provides a way to implicitly design the parameter-dependent Lyapunov functions and to remove restric- tive assumptions about convexity with respect to the uncertain parameters. Subsequently, to reduce the computational cost, we present a sequential randomized algorithm for iteratively solving this problem. The obtained results are illustrated by numerical examples.
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Altro abstract-
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Pagine da1575
Pagine a1589
Pagine totali15
RivistaIEEE transactions on automatic control (Print)
Attiva dal 1963
Editore: Institute of Electrical and Electronics Engineers, - New York, N.Y.
Paese di pubblicazione: Stati Uniti d'America
Lingua: inglese
ISSN: 0018-9286
Titolo chiave: IEEE transactions on automatic control (Print)
Titolo proprio: IEEE transactions on automatic control. (Print)
Titolo abbreviato: IEEE trans. automat. contr. (Print)
Titoli alternativi:
  • Transactions on automatic control (Print)
  • Automatic control (Print)
Numero volume della rivista62
Fascicolo della rivista4
DOI10.1109/TAC.2016.2586606
Verificato da refereeSì: Internazionale
Stato della pubblicazionePublished version
Indicizzazione (in banche dati controllate)-
Parole chiaverobust control, anti-windup augmentation, un- certainty, randomized methods
Link (URL, URI)http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7502108
Titolo parallelo-
Data di accettazione-
Note/Altre informazioni-
Strutture CNR
  • IEIIT — Istituto di elettronica e di ingegneria dell'informazione e delle telecomunicazioni
Moduli CNR
    Progetti Europei-
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