The role of ai, machine learning, and big data in digital twinning: A systematic literature review, challenges, and opportunities

MM Rathore, SA Shah, D Shukla, E Bentafat… - IEEE …, 2021 - ieeexplore.ieee.org
Digital twinning is one of the top ten technology trends in the last couple of years, due to its
high applicability in the industrial sector. The integration of big data analytics and artificial …

Research development of indirect evaporative cooling technology: An updated review

H Yang, W Shi, Y Chen, Y Min - Renewable and Sustainable Energy …, 2021 - Elsevier
Driven by the economic outbreak and the growing demand of thermal comfort, the energy
consumption of air conditioning (AC) keeps increasing promptly. Indirect evaporative …

Binary fish migration optimization for solving unit commitment

JS Pan, P Hu, SC Chu - Energy, 2021 - Elsevier
Inspired by migratory graying, Pan et al. proposed the fish migration optimization (FMO)
algorithm. It integrates the models of migration and swim into the optimization process. This …

Digital twin and its applications: A survey

R Zhang, F Wang, J Cai, Y Wang, H Guo… - The International Journal …, 2022 - Springer
Digital twin is a technology that integrates multi-physical, multi-scale, and multi-disciplinary
attributes. At the same time, it has the characteristics of real-time synchronization, faithful …

Multi-aspect applications and development challenges of digital twin-driven management in global smart ports

K Wang, Q Hu, M Zhou, Z Zun, X Qian - Case Studies on Transport Policy, 2021 - Elsevier
Digital twin (DT) creates a revolutionary opportunity for the smart ports' authorities, with the
capability of high-fidelity digital representation of real-world things. DT-driven management …

Machine-learning-driven digital twin for lifecycle management of complex equipment

Z Ren, J Wan, P Deng - IEEE Transactions on Emerging Topics …, 2022 - ieeexplore.ieee.org
The full life cycle management of complex equipment is considered fundamental to the
intelligent transformation and upgrading of the modern manufacturing industry. Digital twin …

A chronological review of advances in solar assisted heat pump technology in 21st century

A Badiei, YG Akhlaghi, X Zhao, S Shittu, X Xiao… - … and Sustainable Energy …, 2020 - Elsevier
This paper presents a comprehensive review on developments and advances of Solar
Assisted Heat Pump technology reported in 21st century. Combination of thermal and …

A state-of-art review of dew point evaporative cooling technology and integrated applications

X Xiao, J Liu - Renewable and Sustainable Energy Reviews, 2024 - Elsevier
Energy consumption of air conditioning accounts for a large proportion of energy
consumption of buildings, and it is indispensable to reduce the operational cost of air …

Artificial intelligence assisted technoeconomic optimization scenarios of hybrid energy systems for water management of an isolated community

R Tariq, AJ Cetina-Quiñones… - Sustainable Energy …, 2021 - Elsevier
Water is an essential resource demanded worldwide and it is quite debatable owing to the
economic, political, and energy characteristics of any region. Off-grid water filtration plants …

Hourly performance forecast of a dew point cooler using explainable Artificial Intelligence and evolutionary optimisations by 2050

YG Akhlaghi, K Aslansefat, X Zhao, S Sadati, A Badiei… - Applied Energy, 2021 - Elsevier
The empirical success of the Artificial Intelligence (AI), has enhanced importance of the
transparency in black box Machine Learning (ML) models. This study pioneers in …