This study presents an innovative home energy management system (HEMS) that incorporates PV, WTs, and hybrid backup storage systems, including a hydrogen storage system (HSS), a battery energy storage system (BESS), and electric vehicles (EVs) with vehicle-to-home. . This study presents an innovative home energy management system (HEMS) that incorporates PV, WTs, and hybrid backup storage systems, including a hydrogen storage system (HSS), a battery energy storage system (BESS), and electric vehicles (EVs) with vehicle-to-home. . IntelliGrid AI revolutionizes smart home energy management by integrating blockchain, deep learning, and vehicle-to-home (V2H) technology, enabling optimized energy consumption, secure peer-to-peer energy trading, and adaptive scheduling. It demonstrated that 20% reduction in energy costs and. . Today, smart homes offer much more than just basic functions; they also focus on resource management, energy efficiency, and enhancing quality of life. Machine Learning (ML) plays a vital role in smart homes as it allows for the training, adjustment, and optimization of various functions.
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