[HTML][HTML] Towards human-centered artificial intelligence (AI) in architecture, engineering, and construction (AEC) industry

HN Rafsanjani, AH Nabizadeh - Computers in Human Behavior Reports, 2023 - Elsevier
Over the years, AI has been utilized as a powerful tool to address complex challenges in the
AEC industry. In the current AI practices, machines predominantly plan, manage, control …

The interaction between humans and buildings for energy efficiency: A critical review

T Harputlugil, P de Wilde - Energy Research & Social Science, 2021 - Elsevier
Buildings consume energy for different purposes. One core function is to provide healthy
and comfortable living conditions for the humans that inhabit these buildings. The …

Occupant behavior impact in buildings and the artificial intelligence-based techniques and data-driven approach solutions

B Yan, W Yang, F He, W Zeng - Renewable and Sustainable Energy …, 2023 - Elsevier
Occupant behavior in buildings might result into gap between predicted and actual energy
use and cause indoor thermal comfort fluctuations, due to its uncertainty and …

Towards utilizing internet of things (IoT) devices for understanding individual occupants' energy usage of personal and shared appliances in office buildings

HN Rafsanjani, A Ghahramani - Journal of Building Engineering, 2020 - Elsevier
Energy consumption in office buildings highly depends on occupant energy-use behaviors
and intervening these behaviors could function as a cost-effective approach to enhance …

Linking building energy consumption with occupants' energy-consuming behaviors in commercial buildings: Non-intrusive occupant load monitoring (NIOLM)

HN Rafsanjani, CR Ahn, J Chen - Energy and buildings, 2018 - Elsevier
Occupants' energy-consuming behaviors have a significant influence on overall energy
consumption in commercial buildings. Accordingly, understanding and intervening in these …

An agent-based simulation of occupancy schedule in office buildings

S Norouziasl, A Jafari, C Wang - Building and Environment, 2020 - Elsevier
Occupant behavior is one of the most influential parameters affecting buildings' energy
consumption. However, simplifying this parameter in building performance simulation tools …

iSEA: IoT-based smartphone energy assistant for prompting energy-aware behaviors in commercial buildings

HN Rafsanjani, A Ghahramani, AH Nabizadeh - Applied energy, 2020 - Elsevier
Providing personalized energy-use information to individual occupants enables the
adoption of energy-aware behaviors in commercial buildings. However, the implementation …

Clustering and motif identification for occupancy-centric control of an air handling unit

BW Hobson, HB Gunay, A Ashouri, GR Newsham - Energy and Buildings, 2020 - Elsevier
Commercial and institutional buildings often operate at a fraction of their full occupancy, yet
ventilation is frequently provided assuming maximum occupancy during working hours …