A comprehensive review of digital twin—part 1: modeling and twinning enabling technologies

A Thelen, X Zhang, O Fink, Y Lu, S Ghosh… - Structural and …, 2022 - Springer
As an emerging technology in the era of Industry 4.0, digital twin is gaining unprecedented
attention because of its promise to further optimize process design, quality control, health …

Predictive control strategies based on weather forecast in buildings with energy storage system: A review of the state-of-the art

H Thieblemont, F Haghighat, R Ooka, A Moreau - Energy and Buildings, 2017 - Elsevier
Energy storage systems play a crucial role in decreasing building energy consumption
during peak periods and expanding the use of renewable energies in buildings and …

[HTML][HTML] Artificial intelligence enabled energy-efficient heating, ventilation and air conditioning system: Design, analysis and necessary hardware upgrades

D Lee, ST Lee - Applied Thermal Engineering, 2023 - Elsevier
Literature search across different databases showed that the application of artificial
intelligence (AI) in heating, ventilation and air conditioning (HVAC) equipment has been …

Systematic review on model predictive control strategies applied to active thermal energy storage systems

J Tarragona, AL Pisello, C Fernández… - … and Sustainable Energy …, 2021 - Elsevier
This paper presents a review of the application of model predictive control strategies to
active thermal energy storage systems. To date, model predictive control has been used to …

TTSA: An effective scheduling approach for delay bounded tasks in hybrid clouds

H Yuan, J Bi, W Tan, MC Zhou… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
The economy of scale provided by cloud attracts a growing number of organizations and
industrial companies to deploy their applications in cloud data centers (CDCs) and to …

Adaptive dynamic programming for discrete-time zero-sum games

Q Wei, D Liu, Q Lin, R Song - IEEE transactions on neural …, 2017 - ieeexplore.ieee.org
In this paper, a novel adaptive dynamic programming (ADP) algorithm, called “iterative zero-
sum ADP algorithm,” is developed to solve infinite-horizon discrete-time two-player zero …

Energy optimization methodology of multi-chiller plant in commercial buildings

SR Thangavelu, A Myat, A Khambadkone - Energy, 2017 - Elsevier
This study investigates the potential energy savings in commercial buildings through
optimized operation of a multi-chiller plant. The cooling load contributes 45–60% of total …

An advanced control strategy of hybrid cooling system with cold water storage system in data center

Y Zhu, Q Zhang, L Zeng, J Wang, S Zou - Energy, 2024 - Elsevier
The inefficient operation of cooling equipment is a significant impact factor to the high
energy consumption of cooling system in data center. This study proposes an advanced …

Economic MPC and real-time decision making with application to large-scale HVAC energy systems

JB Rawlings, NR Patel, MJ Risbeck… - Computers & Chemical …, 2018 - Elsevier
With the potential to decrease operating costs and improve energy efficiency, model
predictive control (MPC) has been proposed as a replacement for traditional heuristic, PID …

Transfer learning integrating similarity analysis for short-term and long-term building energy consumption prediction

Z **ng, Y Pan, Y Yang, X Yuan, Y Liang, Z Huang - Applied energy, 2024 - Elsevier
Currently, building energy consumption prediction models are usually based on a large
amount of historical operational data in high demands of building operating hours and …