Comparative Analysis of Data-Driven Algorithms for Building Energy Planning via Federated Learning

Comparative Analysis of Data-Driven Algorithms for Building Energy Planning via Federated Learning

Building energy planning is a challenging task in the current mounting climate change scenario because the sector accounts for a reasonable percentage of global end-use energy consumption, with a one-fifth share of global carbon emissions. Energy planners rely on physical model-based prediction tool...

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Bibliographic Details
Main Authors: Mazhar Ali, Ankit Kumar Singh, Ajit Kumar, Syed Saqib Ali, Bong Jun Choi
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Energies
Subjects:
federated learning
building energy management
load forecasting
data-driven algorithm
Online Access:https://www.mdpi.com/1996-1073/16/18/6517

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https://www.mdpi.com/1996-1073/16/18/6517

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