Fault Tolerant Control for a Dearomatisation Process

M. Sourander, M. Vermasvuori, D. Sauter, Teemu Liikala, Sirkka-Liisa Jämsä-Jounela

    Research output: Contribution to journalArticleScientificpeer-review

    18 Citations (Scopus)
    272 Downloads (Pure)

    Abstract

    In this paper, a fault tolerant control (FTC) for a dearomatisation process in the presence of faults in online product quality analysers is presented. The FTC consists of a fault detection system (FDI) and a logic for triggering predefined FTC actions. FDI is achieved by combining several process data driven approaches for detecting faults in online quality analysers. The FTC exploits the diagnostic information in adapting a quality controller (MPC) to the faulty situation by manipulating tuning parameters of the MPC to produce both proactive and reactive strategies. The proposed FTC was implemented, tested offline and validated onsite at the Naantali oil refinery. The successful testing and plant validation results are presented and discussed.
    Original languageEnglish
    Pages (from-to)1091-1102
    JournalJournal of Process Control
    Volume19
    Issue number7
    Publication statusPublished - 2009
    MoE publication typeA1 Journal article-refereed

    Keywords

    • Fault tolerant control
    • Fault detection
    • Data-based modeling
    • Online analyser
    • Dearomatisation process
    • Model predictive control

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