عنوان
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An Adaptive Data-driven Method Based on Fuzzy Logic for Determining Power System Voltage Status
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نوع پژوهش
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مقاله چاپشده در مجلات علمی
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کلیدواژهها
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Fuzzy logic, fault-induced delayed voltage recovery, phasor measurement unit (PMU), short-term voltage stability, situational awareness, voltage classification
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چکیده
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This paper proposes an adaptive method based on fuzzy logic that utilizes data from phasor measurement units (PMUs) to assess and classify generating-side voltage trajectories. The voltage variable and its associated derivatives are used as the input variables of a fuzzy-logic block. In addition, the voltage trajectory is compared with the pre-selected pilot-bus voltage to make a reliable decision about the voltage operational state. Different types of short-term voltage dynamics are considered in the proposed method. The fuzzy membership functions are determined using a systematic method that considers the current situation of the voltage trajectory. Finally, the voltage status is categorized into four classes to determine appropriate remedial actions. The proposed method is validated on a IEEE 73-bus power system in a MATLAB environment.
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پژوهشگران
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حسن بیورانی (نفر سوم)، هیمن گل پیرا (نفر دوم)، سیروان شازده (نفر اول)
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