This article proposes a multiobjective hybrid energy management system that minimizes both the electricity expenses and household greenhouse gas emissions released due to consumption, considering entire life cycle of generation assets used provide energy. The global warming potential indicator is decide if it more sustainable purchase from grid or use household's flexible sources like photovolt...

To meet the world’s growing energy needs, photovoltaic (PV) and electric vehicle (EV) systems are gaining popularity. However, intermittent PV power supply, changing consumer load EV storage limits exacerbate network instability. A model predictive intelligent management system (MP-iEMS) integrated home area (HAPN) is being proposed to solve these challenges. It includes forecasts of generation...

A remodeled sperm swarm optimization (RMSSO) algorithm for a home energy management (HEM) system is proposed, and its real-time efficacy was evaluated using hardware experimental model. This environment comprised sixteen residential loads, smart meter Raspberry Pi controller to optimize the consumption cost (ECC) in response Indian day-ahead pricing (DAP) scheme. wired/wireless communication ne...