A risk adjusted approach to robust simultaneous fault detection and isolation

Wenjing Ma, Mario Sznaier, Constantino Lagoa

    Research output: Contribution to journalArticle

    15 Citations (Scopus)

    Abstract

    This paper addresses the problem of detecting and isolating faults in noisy MIMO uncertain-systems, subject to structured dynamic uncertainty. Its main result shows that this problem can be efficiently solved using a combination of sampling and LMI optimization tools. These results are illustrated with two examples and benchmarked against existing methods.

    Original languageEnglish (US)
    Pages (from-to)499-504
    Number of pages6
    JournalAutomatica
    Volume43
    Issue number3
    DOIs
    StatePublished - Mar 1 2007

    Fingerprint

    Uncertain systems
    MIMO systems
    Fault detection
    Sampling
    Uncertainty

    All Science Journal Classification (ASJC) codes

    • Control and Systems Engineering
    • Electrical and Electronic Engineering

    Cite this

    Ma, Wenjing ; Sznaier, Mario ; Lagoa, Constantino. / A risk adjusted approach to robust simultaneous fault detection and isolation. In: Automatica. 2007 ; Vol. 43, No. 3. pp. 499-504.
    @article{a65d2942aa0442d9903a8acefcdb7444,
    title = "A risk adjusted approach to robust simultaneous fault detection and isolation",
    abstract = "This paper addresses the problem of detecting and isolating faults in noisy MIMO uncertain-systems, subject to structured dynamic uncertainty. Its main result shows that this problem can be efficiently solved using a combination of sampling and LMI optimization tools. These results are illustrated with two examples and benchmarked against existing methods.",
    author = "Wenjing Ma and Mario Sznaier and Constantino Lagoa",
    year = "2007",
    month = "3",
    day = "1",
    doi = "10.1016/j.automatica.2006.09.012",
    language = "English (US)",
    volume = "43",
    pages = "499--504",
    journal = "Automatica",
    issn = "0005-1098",
    publisher = "Elsevier Limited",
    number = "3",

    }

    A risk adjusted approach to robust simultaneous fault detection and isolation. / Ma, Wenjing; Sznaier, Mario; Lagoa, Constantino.

    In: Automatica, Vol. 43, No. 3, 01.03.2007, p. 499-504.

    Research output: Contribution to journalArticle

    TY - JOUR

    T1 - A risk adjusted approach to robust simultaneous fault detection and isolation

    AU - Ma, Wenjing

    AU - Sznaier, Mario

    AU - Lagoa, Constantino

    PY - 2007/3/1

    Y1 - 2007/3/1

    N2 - This paper addresses the problem of detecting and isolating faults in noisy MIMO uncertain-systems, subject to structured dynamic uncertainty. Its main result shows that this problem can be efficiently solved using a combination of sampling and LMI optimization tools. These results are illustrated with two examples and benchmarked against existing methods.

    AB - This paper addresses the problem of detecting and isolating faults in noisy MIMO uncertain-systems, subject to structured dynamic uncertainty. Its main result shows that this problem can be efficiently solved using a combination of sampling and LMI optimization tools. These results are illustrated with two examples and benchmarked against existing methods.

    UR - http://www.scopus.com/inward/record.url?scp=33846839007&partnerID=8YFLogxK

    UR - http://www.scopus.com/inward/citedby.url?scp=33846839007&partnerID=8YFLogxK

    U2 - 10.1016/j.automatica.2006.09.012

    DO - 10.1016/j.automatica.2006.09.012

    M3 - Article

    AN - SCOPUS:33846839007

    VL - 43

    SP - 499

    EP - 504

    JO - Automatica

    JF - Automatica

    SN - 0005-1098

    IS - 3

    ER -