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Generalized eigenvalue minimization for uncertain first-order plus time-delay processes

Gongsheng Huang, Keck Voon Ling, Xiaoning Xu, Yundan Liao

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Abstract

    This paper shows how to apply generalized eigenvalue minimization to processes that can be described by a first-order plus time-delay model with uncertain gain, time constant and delay. An algorithm to transform the uncertain first-order plus time delay model into a state-space model with uncertainty polyhedron is firstly described. The accuracy of the transformation is studied using numerical examples. Then, the uncertainty polyhedron is rewritten as a linear-matrix-inequality constraint and generalized eigenvalue minimization is adopted to calculate a feedback control law. Case studies show that even if uncertainties associated with the first-order plus time delay model are significant, a stable feedback control law can be found. The proposed control is tested by comparing with a robust internal model control. It is also tested by applying it to the temperature control of air-handing units. © 2013 ISA.
    Original languageEnglish
    Pages (from-to)141-149
    JournalISA Transactions
    Volume53
    Issue number1
    DOIs
    Publication statusPublished - Jan 2014

    Research Keywords

    • First-order plus time-delay model
    • Generalized eigenvalue minimization
    • Linear-matrix inequality
    • Robust control
    • Uncertainty

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