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A comprehensive review of digital twin—part 1: modeling and twinning enabling technologies
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 …
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
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 …
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 …
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
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 …
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
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 …
industrial companies to deploy their applications in cloud data centers (CDCs) and to …
Adaptive dynamic programming for discrete-time zero-sum games
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 …
sum ADP algorithm,” is developed to solve infinite-horizon discrete-time two-player zero …
Energy optimization methodology of multi-chiller plant in commercial buildings
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 …
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 …
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 …
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
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 …
amount of historical operational data in high demands of building operating hours and …