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 …

A review on hybrid physics and data-driven modeling methods applied in air source heat pump systems for energy efficiency improvement

Y Guo, N Wang, S Shao, C Huang, Z Zhang, X Li… - … and Sustainable Energy …, 2024 - Elsevier
Purely data-driven modeling methods exhibit inherent “black box” characteristics when
applied to the air source heat pump (ASHP) systems for energy efficiency improvement …

[HTML][HTML] A holistic time series-based energy benchmarking framework for applications in large stocks of buildings

MS Piscitelli, R Giudice, A Capozzoli - Applied Energy, 2024 - Elsevier
With the proliferation of Internet of Things (IoT) sensors and metering infrastructures in
buildings, external energy benchmarking, driven by time series analytics, has assumed a …

Degradation mechanism of cultivated land and its protection technology in the central coal-grain overlapped area of China

E Bai, W Guo, H Zhang, Y Tan, X Li, Z Wei - Journal of Cleaner Production, 2024 - Elsevier
Cultivated land is the foundation of food security, while coal is the guarantee of energy
security. The coal-grain overlapped area accounts for approximate 42.7% of the total arable …

Life Cycle Sustainability Assessment of Healthcare Buildings: A Policy Framework

Z Ullah, AR Nasir, FK Alqahtani, F Ullah, MJ Thaheem… - Buildings, 2023 - mdpi.com
The healthcare industry significantly impacts the environment due to its high usage of
energy and natural resources and the associated waste generation. This study applied a …

[HTML][HTML] A Multi-Stage Method for Spatial Demands Prediction in Healthcare Buildings

Y Li, H Chi, Y Zhang, Y Song - Buildings, 2024 - mdpi.com
As urbanization accelerates and population structures change, healthcare buildings are
becoming increasingly crowded. Predicting functional area demand is crucial to adapting to …

DETERMINANTS OF UNIVERSITY BUILDING OPERATION ENERGY CONSUMPTION THROUGH A CASE STUDY

J Tang, JL Hao, W Ma… - Journal of Green …, 2025 - meridian.allenpress.com
With the expansion of public buildings in China and rise in carbon emission from energy
consumption, it has become essential to improve the efficiency of public building operation …

Knowledge Extraction on Energy Consumption in an Educational Institution Using Smart Energy Meter Data Analytics

AC Vishnu Dharssini, S Charles Raja… - Journal of The Institution …, 2024 - Springer
The epitome need of tracing energy demand patterns for higher educational institutions
(HEI) is to infer the sustainable functioning of an institute and to make consumers aware of …

Real-Time Acquisition, Pre-Processing and Mining of Energy Consumption Data for Forging Workshop Based on Data-Driven and Iot

Y Luo, L Li, L Li, H Zhang, C Li - Available at SSRN 5005081 - papers.ssrn.com
The forging industry is a high-energy consumption and energy-intensive sector. Currently,
the green level of forging workshop is not high, and sustainable production capacity is low …