4.7 Article

A novel methodology for optimal sizing photovoltaic-battery systems in smart homes considering grid outages and demand response

Journal

RENEWABLE ENERGY
Volume 170, Issue -, Pages 884-896

Publisher

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.renene.2021.02.006

Keywords

Photovoltaic array; Battery storage; Home energy management; Reliability

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This paper investigates the optimal sizing of a hybrid photovoltaic-battery storage system for home energy management considering reliability, demand response, and grid outages. It proposes a novel optimization framework, conducts extensive data processing, and incorporates various demand response strategies.
This paper deals with the optimal sizing of a hybrid photovoltaic-battery storage system for home energy management considering reliability against grid outages and demand response. To that end, a novel optimization framework is developed which aims at minimizing the electricity bill while the reliability of the system is ensured for certain common outages. In order to ensure the accuracy of the results, a large amount of characteristic outages along with demand, solar irradiance and temperature profiles are generated from real data. Clustering techniques are used for reducing this data to those most characteristics profiles and manage with the unpredictable behaviour of the outage events. Demand response is incorporated via different incentives like tariffs based on time of use and real time pricing, along with the optimal scheduling of different typical deferrable appliances. A case study on a smartprosumer environment serves to illustrate the capabilities of the developed approach as providing sufficient guidelines for its universal applicability. Different cases studies are simulated considering different battery technologies and electricity tariffs for comparison. Various aspects related with the reliability against grid outages are also analysed like its impact on the project cost or the influence of demand response strategies. (c) 2021 Elsevier Ltd. All rights reserved.

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