Data Driven Optimization of Energy Management in Residential Buildings with Energy Harvesting and Storage

Data Driven Optimization of Energy Management in Residential Buildings with Energy Harvesting and Storage

This paper presents a battery-aware stochastic control framework for residential energy management systems (EMS) equipped with energy harvesting, that is, photovoltaic panels, and storage capabilities. The model and control rationale takes into account the dynamics of load, the weather, the weather...

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Bibliographic Details
Main Authors: Nadia Ahmed, Marco Levorato, Roberto Valentini, Guann-Pyng Li
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Energies
Subjects:
residential demand response
energy management system
stochastic control
battery aging
markov decision processes
Online Access:https://www.mdpi.com/1996-1073/13/9/2201

Internet

https://www.mdpi.com/1996-1073/13/9/2201

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