An Improved Non-Schedulable Load Forecasting Strategy for Enhancing the Performance of the Energy Management in a Nearly Zero Energy Building

An Improved Non-Schedulable Load Forecasting Strategy for Enhancing the Performance of the Energy Management in a Nearly Zero Energy Building

This paper proposes an improved non-schedulable load forecasting (NLF) technique that can be utilized to enhance the performance of the energy management system (EMS) in a nearly zero energy building (nZEB). The suggested NLF is based on a long short-term memory (LSTM) framework in conjunction with...

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Bibliographic Details
Main Authors: Nikolaos Jabbour, Evangelos Tsioumas, Dimitrios Papagiannis, Markos Koseoglou, Christos Mademlis
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Forecasting
energy management
buildings
Online Access:https://ieeexplore.ieee.org/document/9610057/

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