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    Proactive Failure Management in Smart Grids for Improved Resilience (A Methodology for Failure Prediction and Mitigation)

    Additional information

    Authors
    Kaitovic I., Lukovic S., Malek M.
    Type
    Article in conference proceedings
    Year
    2015
    Language
    English
    Abstract
    A gradual move in the electric power industry towards Smart Grids brings several challenges to the system operation such as preserving its resilience and ensuring security. As the system complexity grows and a number of failures increases, the need for grid management paradigm shift from reactive to proactive is apparent and can be realized by employing advanced monitoring instruments, data analytics and prediction methods. In order to improve resilience of the Smart Grid and to contribute to efficient system operation, we present a blueprint of a comprehensive methodology for proactive failure management that may also be applied to manage other types of disturbances and undesirable changes. The methodology is composed of three main steps: (i) continuous monitoring of the most indicative features, (ii) prediction of failures and (iii) their mitigation. The approach is complementary to the existing ones that are mainly based on fast detection and localization of grid disturbances, and reactive corrective actions.
    Conference proceedings
    IEEE GLOBECOM SmartGrid Resilience (SGR) Workshop
    Month
    December
    Meeting place
    San Diego, CA, USA
    Keywords
    Failure Prediction, Proactive Management, Resilience, security, smart grid, Synchrophasor

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    Faculty of Informatics

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    Advanced Learning and Research Institute (ALaRI)

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