To ensure the delivery of reliable and high-quality energy to end consumers while alleviating stress on the utility grid, this paper introduces a novel methodology for the efficient
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To validate the proposed HHT-LSTM fault detection, an end-to-end fault detection solution tested on a practically modeled marine DC microgrid with high resistance faults through MATLAB.
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In this paper a GF detection method is proposed for addressing this issue. The method discerns between the affected zone (AC or DC) by sequentially switching a grounding resistor among
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This critical study provides valuable information for researchers and professionals aiming to refine fault detection and isolation methods and improve the efficiency of DC microgrid systems.
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To solve this problem, an islanding detection method based on CatBoost is proposed for an microgrid.
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The traditional methods for detection of faults in microgrid have faced significant challenges like inability to handle various fault scenarios. Therefore, this research proposes modified dragonfly
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The significant prevalence of distributed energy resources in microgrids due to their unique characteristics and activities creates protection issues. This paper introduces fault detection
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This paper proposes an intelligent passive islanding detection method for DC microgrids based on the RUSBoost algorithm to address these issues. The proposed algorithm maintains high
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Accordingly, the reliable protection of MGs considering uncertainty in RESs is crucial for planners and operators. This paper uses data analysis to extract knowledge from locally available...
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The findings of this paper showed that the proposed methods would be used for microgrid protection by successfully resolving the fault detection and grid restoration problems in the LVDC
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