Demonstrates a novel approach to sensor fault detection and mitigation in DC microgrids, highlighting improved accuracy and efficiency.
• The proposed algorithm can instantly identify faulty sensors, unlike previous works that treat estimated values as healthy. • Unlike existing methods that only detect sensor faults, this strategy both detects and alleviates sensor faults. • The approach does not rely on MPC/PI controllers, avoiding added complexity. • The proposed echo state network offers a simple, accurate, and computationally efficient structure.
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Moradi‐Khaligh et al. (2026) studied this question.
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