2023
DOI: 10.48084/etasr.5508
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Design Coordination of a Fuzzy-based Unified Power Flow Controller with Hybrid Energy Storage for Enriching Power System Dynamics

Abstract: In power networks, operation planning has become necessary due to the continuously increased load demand. The Unified Power Flow Controller (UPFC) controls the power flow through the network and improves the dynamics of the power system. In this paper, the design application of the coordination of a fuzzy-based UPFC with hybrid energy storage has been proposed to enrich the system's dynamic performance during abnormal conditions and improve the hybrid energy storage performance during transients when the DC li… Show more

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Cited by 10 publications
(2 citation statements)
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“…The primary functionality materializes when these gates govern the processing of information within the cell state [14]. Through the judicious control of the forget gate, input gate, and output gate, the LSTM NN adeptly manages and sustains the information stored in the cell state-a pivotal role within the LSTM architecture [15][16][17]. In addition to the three gates, the LSTM cell incorporates a crucial mechanism known as the cell update.…”
Section: Lstm Model and Analysismentioning
confidence: 99%
“…The primary functionality materializes when these gates govern the processing of information within the cell state [14]. Through the judicious control of the forget gate, input gate, and output gate, the LSTM NN adeptly manages and sustains the information stored in the cell state-a pivotal role within the LSTM architecture [15][16][17]. In addition to the three gates, the LSTM cell incorporates a crucial mechanism known as the cell update.…”
Section: Lstm Model and Analysismentioning
confidence: 99%
“…The components of the SSSC intelligent fuzzy control have been developed in detail to ensure smooth reactive power regulation in [7]. To synchronise the voltage control of the SSSC and increase stability, fuzzy logic was used in [8,9]. In [10], and in order to synchronise the control of the SSSC a performance comparison between the PI and the RBFN controllers was conducted.…”
Section: Introductionmentioning
confidence: 99%