Data science applications in circular economy: Trends, status, and future

B Zhao, Z Yu, H Wang, C Shuai, S Qu… - … Science & Technology, 2024 - ACS Publications
The circular economy (CE) aims to decouple the growth of the economy from the
consumption of finite resources through strategies, such as eliminating waste, circulating …

Hospitals' energy efficiency in the perspective of saving resources and providing quality services through technological options: a systematic literature review

M Psillaki, N Apostolopoulos, I Makris, P Liargovas… - Energies, 2023 - mdpi.com
The effects of climate change, in combination with the recent energy crisis, have brought the
energy efficiency issues of hospitals markedly to the fore. Hospitals are considered among …

[HTML][HTML] An ensemble learning framework for anomaly detection in building energy consumption

DB Araya, K Grolinger, HF ElYamany, MAM Capretz… - Energy and …, 2017 - Elsevier
During building operation, a significant amount of energy is wasted due to equipment and
human-related faults. To reduce waste, today's smart buildings monitor energy usage with …

Spatial-temporal characteristics of carbon emission intensity in electricity generation and spatial spillover effects of driving factors across China's provinces

X Sun, W Lian, T Gao, Z Chen, H Duan - Journal of cleaner production, 2023 - Elsevier
As China's largest source of carbon emissions, the power sector's transition to lower levels
of carbon emission intensity is critical to achieving China's carbon emission (CE) reduction …

A hybrid sustainability performance measurement approach for fresh food cold supply chains

J Liao, J Tang, A Vinelli, R **e - Journal of Cleaner Production, 2023 - Elsevier
Fresh food cold supply chains (CSCs) feature high fresh food quality and safety, high energy
consumption, and poor economic and environmental sustainability. Sustainable …

Data-driven building load profiling and energy management

J Zhu, Y Shen, Z Song, D Zhou, Z Zhang… - Sustainable Cities and …, 2019 - Elsevier
Commercial buildings consume a lot of energy and contribute a significant part of
greenhouse gas emission. Many energy-saving or green-building initiatives were …

Research on the evolution and influence mechanism of international liquefied natural gas import competition pattern

K Zhu, L Hao, Y Zhao - Journal of Cleaner Production, 2023 - Elsevier
With the continuous expansion of the scope and scale of liquefied natural gas (LNG) trade,
global LNG import competition has become increasingly extensive and complex. However …

[HTML][HTML] Model of monthly electricity consumption of healthcare buildings based on climatological variables using PCA and linear regression

E Pérez-Montalvo, ME Zapata-Velásquez… - Energy Reports, 2022 - Elsevier
At this time, due to the global pandemic that has occurred, public administrations want to
optimize resources and reduce greenhouse gases with more interest than before. It is the …

[HTML][HTML] A review of electricity tariffs and enabling solutions for optimal energy management

DA Zaki, M Hamdy - Energies, 2022 - mdpi.com
Today, electricity tariffs play an essential role in the electricity retail market as they are the
key factor for the decision-making of end-users. Additionally, tariffs are necessary for …

Collective contextual anomaly detection framework for smart buildings

DB Araya, K Grolinger, HF ElYamany… - … joint conference on …, 2016 - ieeexplore.ieee.org
Buildings are responsible for a significant amount of total global energy consumption and as
a result account for a substantial portion of overall carbon emissions. Moreover, buildings …