Towards Energy Smart Homes

Introduction.- Smart grids, districts and energy smart homes.- Urban modeling and analytics in a smart context.- What kind of technologies for Smart-Homes.- Services for energy smart home.- Modeling and calibration for energy management in smart-places.- Machine Learning: a fundamental tool for smart-places.- Estimate building system state.- Disaggregate loads to analyze human behavior predicting energy demand.- Determine the best actions.- Generate explanation.- Human machine interface (HMI).- Diagnose appliance and sensor faults but also misbehavior.- Tools for Energy Management system.- Conclusion.

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• Engenharia das comunicações e telecomunicações
• Tecnologia da informação: aspectos gerais
• Engenharia electrónica
• Cibernética e teoria dos sistemas
• Interacção homem-computador
• Processamento de sinais

Smart homes;Smart meters;Energy management and smart homes;Machine learning and smart homes;Data mining and smart homes;Artificial intelligence and smart homes;Internet of Things and smart homes;Occupancy estimation and smart homes;Activity recognition and smart homes;Activity prediction and smart homes