Towards automated occupant profile creation in smart buildings: A machine learning-enabled approach for user persona generation

Sheik Murad Hassan Anik,Xinghua Gao,Na Meng

ENERGY AND BUILDINGS（2023）

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摘要

•A machine learning-based approach for automated occupant profile creation.•Residential Energy Consumption Dataset is used to develop models.•Six machine learning techniques are used to predict 16 occupant characteristics.•Large Language Model, ChatGPT, is used to generate occupant personas.

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关键词

Building occupant persona,Occupant behavior characterization,Machine learning

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