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 …

Digital twins in the built environment: Definition, applications, and challenges

W AlBalkhy, D Karmaoui, L Ducoulombier… - Automation in …, 2024 - Elsevier
Digital Twins (DT) implementation in the Built Environment (BE) industry is still in its early
stages. Aiming to increase the knowledge about DT, this study analyzes how DT can be …

[HTML][HTML] AI in HVAC fault detection and diagnosis: A systematic review

J Bi, H Wang, E Yan, C Wang, K Yan, L Jiang, B Yang - Energy Reviews, 2024 - Elsevier
Recent studies show that artificial intelligence (AI), such as machine learning and deep
learning, models can be adopted and have advantages in fault detection and diagnosis for …

The concept of creating digital twins of bridges using load tests

M Jasiński, P Łaziński, D Piotrowski - Sensors, 2023 - mdpi.com
The paper sheds light on the process of creating and validating the digital twin of bridges,
emphasizing the crucial role of load testing, BIM models, and FEM models. At first, the paper …

A review on enhancing energy efficiency and adaptability through system integration for smart buildings

I Ahmed, M Asif, HH Alhelou, M Khalid - Journal of Building Engineering, 2024 - Elsevier
The increasing need for reducing carbon emissions and promoting smart, energy-saving
buildings is fueling the rising trend of sophisticated control systems. This study provides …

Deployment of crowdsourced occupant data to support fault detection and diagnosis in buildings

P Nojedehi, B Gunay, W O'Brien - Building and Environment, 2023 - Elsevier
This proof-of-concept paper proposes a method that integrates occupants' feedback and
personal data to enhance the performance of fault detection and diagnostic (FDD) …

IoT-based digital twin best practices for reducing operational carbon in building retrofitting: a mixed-method approach

CC Ohueri, MAN Masrom, H Habil… - Engineering …, 2023 - emerald.com
Purpose The Internet of Things-based digital twin (IoT-DT) technologies offer a
transformative approach to building retrofitting for reducing operational carbon (ROC) …

Digital twin-driven prognostics and health management for industrial assets

B Xiao, J Zhong, X Bao, L Chen, J Bao, Y Zheng - Scientific Reports, 2024 - nature.com
As a facilitator of smart upgrading, digital twin (DT) is emerging as a driving force in
prognostics and health management (PHM). Faults can lead to degradation or malfunction …

Optimized replication of adc-based particle counting algorithm with reconfigurable multi-variables in pseudo-supervised digital twining of reference dust sensor …

S Lee, J Kwon, D Park - Sensors, 2023 - mdpi.com
As the application fields for digital twins have expanded, various studies have been
conducted with the objective of optimizing the costs. Among these studies, research on low …

Digital Twin-Enabled Internet of Vehicles Applications

J Gao, C Peng, T Yoshinaga, G Han, S Guleng, C Wu - Electronics, 2024 - mdpi.com
The digital twin (DT) paradigm represents a groundbreaking shift in the Internet of Vehicles
(IoV) landscape, acting as an instantaneous digital replica of physical entities. This synthesis …