AI-Enhanced Hybrid PoW/PoS Consensus for Secure and Energy-Efficient Blockchain Microgrids

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This model improves energy efficiency and security in blockchain microgrids, highlighting reduced vulnerability to attacks.

The hybrid PoW/PoS system processes transactions with an average throughput of 37.25 TPS and 26.84 ms latency.
Anomaly detection using LSTM achieved a high detection rate of 89.10% with no false positives detected.
This model optimizes energy use at 0.01 kWh/transaction while enhancing security against common blockchain threats.
The hybrid approach demonstrates significant advantages over traditional individual PoW and PoS systems.

Syamsuddin et al. (2025) studied this question.

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