Integrating Occupant Behaviour into Urban-Building Energy Modelling: A Review of Current Practices and Challenges

Author:

Banfi Alessia1ORCID,Ferrando Martina1,Li Peixian2ORCID,Shi Xing2,Causone Francesco1ORCID

Affiliation:

1. Energy Department, Politecnico di Milano, Via Lambruschini 4, 20156 Milano, Italy

2. College of Architecture and Urban Planning, Tongji University, No. 1239 Si Ping Road, Shanghai 200092, China

Abstract

Urban-Building Energy Modelling (UBEM) tools play a crucial role in analysing and optimizing energy use within cities. Among the available approaches, the bottom-up physics-based one is the most versatile for urban development and management applications. However, their accuracy is often limited by the inability to capture the dynamic impact of occupants’ presence and actions (i.e., Occupant Behaviour) on building energy use patterns. While recent research has explored advanced Occupant Behaviour (OB) modelling techniques that incorporate stochasticity and contextual influences, current UBEM practices primarily rely on static occupant profiles, due to limitations in the software itself. This paper addresses this topic by conducting a thorough literature review to examine existing OB modelling techniques, data sources, key features and detailed information that could enhance UBEM simulations. Furthermore, the flexibility of available UBEM tools for integrating advanced OB models will be assessed, along with the identification of areas for improvement. The findings of this review are intended to guide researchers and tool developers towards creating more robust and occupant-centric urban energy simulations.

Funder

Italian Ministry of University and Research

National Recovery and Resilience Plan

Ministero dell’Università e della Ricerca

Publisher

MDPI AG

Reference106 articles.

1. United Nations (2024). The Sustainable Development Goals Report, United Nations.

2. Official Journal of the European Union (2024). DIRECTIVE

3. (EU) 2024/1275 of the European Parliament and of the Council of 24 April 2024 on the Energy Performance of Buildings, Official Journal of the European Union. Available online: http://data.europa.eu/eli/dir/2024/1275/oj.

4. Urban building energy modeling (UBEM) tools: A state-of-the-art review of bottom-up physics-based approaches;Ferrando;Sustain. Cities Soc.,2020

5. Italian prototype building models for urban scale building performance simulation;Carnieletto;Build. Environ.,2021

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