Performance Assessment and Comparative Analysis of Photovoltaic-Battery System Scheduling in an Existing Zero-Energy House Based on Reinforcement Learning Control

Performance Assessment and Comparative Analysis of Photovoltaic-Battery System Scheduling in an Existing Zero-Energy House Based on Reinforcement Learning Control

The development of distributed renewable energy resources and smart energy management are efficient approaches to decarbonizing building energy systems. Reinforcement learning (RL) is a data-driven control algorithm that trains a large amount of data to learn control policy. However, this learning p...

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Bibliografiske detaljer
Main Authors: Wenya Xu, Yanxue Li, Guanjie He, Yang Xu, Weijun Gao
Format: Article
Sprog:English
Udgivet: MDPI AG 2023-06-01
Serier:Energies
Fag:
reinforcement learning
reward design
battery storage
PV consumption
energy cost
Online adgang:https://www.mdpi.com/1996-1073/16/13/4844

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https://www.mdpi.com/1996-1073/16/13/4844

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