HEMS

Real-time energy scheduling for home energy management systems with an energy storage system and electric vehicle based on a supervised-learning-based strategy
Real-time energy scheduling for home energy management systems with an energy storage system and electric vehicle based on a supervised-learning-based strategy

This paper presents a supervised-learning-based Home Energy Management System (HEMS) that optimizes household energy costs by forecasting demand and scheduling energy storage and electric vehicle operations, significantly improving efficiency.

Sep 15, 2023

Multi-objective framework for a home energy management system with the integration of solar energy and an electric vehicle using an augmented ε-constraint method and lexicographic optimization
Multi-objective framework for a home energy management system with the integration of solar energy and an electric vehicle using an augmented ε-constraint method and lexicographic optimization

This study presents a multi-objective framework for a home energy management system (HEMS) integrating solar energy and electric vehicles, optimizing energy cost, peak-to-average ratio (PAR), and discomfort index (DI) through an augmented ε-constraint method and lexicographic optimization.

Jan 1, 2023