Improved forecasting-based battery energy management strategy for prosumer systems

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Improved forecasting-based battery energy management strategy for prosumer systems

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Title: Improved forecasting-based battery energy management strategy for prosumer systems
Author: Ruiz Cortés, Mercedes; González Romera, Eva; Lopes, Rui Amaral; Romero Cadaval, Enrique; Martins, João; Milanés Montero, María Isabel; Barrero González, Fermín
Abstract: Este trabajo presenta una estrategia de gestión de energía basada en la programación de la operación de la batería en sistemas prosumidores según los datos de pronóstico disponibles con 24 horas de anticipación. El método propuesto busca alcanzar un compromiso beneficioso entre los prosumidores y los operadores de la red de distribución, independientemente del contexto económico específico o las regulaciones técnicas. Se lleva a cabo una mejora para hacer frente a la imprecisión del pronóstico. Los resultados demuestran que ofrece buenas propiedades con respecto a la gestión de energía, con una estimación de reserva de energía almacenada, preservación de la vida útil de la batería y mejora del autoconsumo y la autosuficiencia.This work presents an energy management strategy based on scheduling battery operation in prosumer systems, according to forecast data available 24 hours in advance. The proposed method seeks to reach a beneficial compromise between prosumers and distribution grid operators, independently of specific economic context or technical regulations. An improvement to deal with forecast inaccuracy is carried out. Results demonstrate that it offers good properties regarding energy management, with a stored energy reserve estimation, battery lifetime preservation and self-consumption and selfsufficiency enhancement.
Description: Publicado en IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society, Washington D. C., 2018, pp. 6077-6082, doi: 10.1109/IECON.2018.8592892
URI: http://hdl.handle.net/10662/10995
Date: 2020-06-30


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