[HTML][HTML] A review of spatially-explicit GeoAI applications in Urban Geography
P Liu, F Biljecki - International Journal of Applied Earth Observation and …, 2022 - Elsevier
Urban Geography studies forms, social fabrics, and economic structures of cities from a
geographic perspective. Catalysed by the increasingly abundant spatial big data, Urban …
geographic perspective. Catalysed by the increasingly abundant spatial big data, Urban …
[HTML][HTML] BIM and IoT data fusion: The data process model perspective
Digitalization in the architecture, engineering, and construction (AEC) industry has
highlighted the process of gathering and combining data from numerous sources. This …
highlighted the process of gathering and combining data from numerous sources. This …
[HTML][HTML] Digital twin technology for thermal comfort and energy efficiency in buildings: A state-of-the-art and future directions
In recent years, the integration of digital technologies has grown rapidly in the field of
thermal comfort and energy efficiency for buildings. The concept of a digital twin …
thermal comfort and energy efficiency for buildings. The concept of a digital twin …
[HTML][HTML] A hybrid active learning framework for personal thermal comfort models
Personal thermal comfort models are used to predict individual-level thermal comfort
responses to inform design and control decisions of buildings to achieve optimal …
responses to inform design and control decisions of buildings to achieve optimal …
Towards human-centric digital twins: leveraging computer vision and graph models to predict outdoor comfort
Conventional sidewalk studies focused on quantitative analysis of sidewalk walkability at a
large scale which cannot capture the dynamic interactions between the environment and …
large scale which cannot capture the dynamic interactions between the environment and …
[HTML][HTML] Building digital twinning: Data, information, and models
S Yoon - Journal of Building Engineering, 2023 - Elsevier
This study proposes a novel framework and methodology for building digital twinning (BDT)
over the life cycle of a building. It aims to establish an intrinsic digital twin framework and …
over the life cycle of a building. It aims to establish an intrinsic digital twin framework and …
Personal comfort models based on a 6‐month experiment using environmental parameters and data from wearables
Personal thermal comfort models are a paradigm shift in predicting how building occupants
perceive their thermal environment. Previous work has critical limitations related to the …
perceive their thermal environment. Previous work has critical limitations related to the …
Graph neural network-based spatio-temporal indoor environment prediction and optimal control for central air-conditioning systems
Abstract Model-based optimal control has proven its effectiveness in optimizing the
performance of central air-conditioning systems in terms of thermal comfort and energy …
performance of central air-conditioning systems in terms of thermal comfort and energy …
[HTML][HTML] Exploring the benefits and limitations of digital twin technology in building energy
F Tahmasebinia, L Lin, S Wu, Y Kang, S Sepasgozar - Applied Sciences, 2023 - mdpi.com
Buildings consume a significant amount of energy throughout their lifecycle; Thus,
sustainable energy management is crucial for all buildings, and controlling energy …
sustainable energy management is crucial for all buildings, and controlling energy …
The effects of a mismatch between thermal comfort modeling and HVAC controls from an occupancy perspective
Incorporating data-driven thermal comfort models into occupant-centric HVAC controls is
crucial to meet occupants' preferences in thermal comfort. Although HVAC controls and …
crucial to meet occupants' preferences in thermal comfort. Although HVAC controls and …