Reinforcement learning approach for optimal control of ice-based thermal energy storage (TES) systems in commercial buildings
Ice-based thermal energy storage (TES) system is effective on load shifting and demand
response in public buildings under time-of-use (TOU) tariffs. The management and …
response in public buildings under time-of-use (TOU) tariffs. The management and …
Research on systematic analysis and optimization method for chillers based on model predictive control: A case study
J Deng, W Qiang, C Peng, Q Wei, H Zhang - Energy and Buildings, 2023 - Elsevier
Chillers are key components of heating, ventilation, and air-conditioning (HVAC) systems
and consume large amounts of energy in commercial buildings. This study conducted field …
and consume large amounts of energy in commercial buildings. This study conducted field …
[HTML][HTML] Customized data center cooling system operating at significant outdoor temperature fluctuations
M Borkowski, AK Piłat - Applied Energy, 2022 - Elsevier
This elaboration presents the configuration of the cooling system of the POLCOM Data
Center which utilizes commercially available components, proposes steering strategy and …
Center which utilizes commercially available components, proposes steering strategy and …
Performance analysis and energy saving potential of air conditioning system in semiconductor cleanrooms
J Yin, X Liu, B Guan, Z Ma, T Zhang - Journal of Building Engineering, 2021 - Elsevier
Large energy consumption of air conditioning system occurs in semiconductor cleanrooms
due to high demand for the control of temperature and humidity ratio. This study focuses on …
due to high demand for the control of temperature and humidity ratio. This study focuses on …
Field test and optimization of heat pumps and water distribution systems in medium-depth geothermal heat pump systems
J Deng, S He, Q Wei, J Li, H Liu, Z Zhang, H Zhang - Energy and Buildings, 2020 - Elsevier
The medium-depth geothermal heat pump systems (MD-GHPs) use vertical concentric deep
borehole heat exchangers (DBHEs) with depth more than 2 km to extract heat from medium …
borehole heat exchangers (DBHEs) with depth more than 2 km to extract heat from medium …
Energy efficiency and economic analysis of utilizing magnetic bearing chillers for the cooling of data centers
W Lyu, Z Wang, X Li, X Xin, S Chen, Y Yang… - Journal of Building …, 2022 - Elsevier
Recently, with the rapid construction of data centers in China, the server installed ratios of
new data centers are generally small in the early stage, which makes the cooling systems …
new data centers are generally small in the early stage, which makes the cooling systems …
[HTML][HTML] Energy-saving and economic analysis of the data center cooling system using magnetic bearing chillers under different climate conditions
Y Dai, J Liu, S Zou - Case Studies in Thermal Engineering, 2024 - Elsevier
Magnetic bearing chiller has excellent Coefficient of Performance, but the high initial
investment makes it challenging to find a balance between energy-saving efficiency and …
investment makes it challenging to find a balance between energy-saving efficiency and …
Experimental analysis of ON/OFF and variable speed drive controlled industrial chiller towards energy efficient operation
P Olszewski - Applied Energy, 2022 - Elsevier
This study demonstrates thermodynamic and energy effects of a Variable Speed Drive
(VSD), powering compressor in a partially loaded chiller system. The proposed work fits the …
(VSD), powering compressor in a partially loaded chiller system. The proposed work fits the …
Effect of flow channel structures and refrigerants on the motor cooling process of compressor with gas bearings
Y Liu, G Liu, J Song, Q Yang, Y Zhao, L Li - International Journal of …, 2023 - Elsevier
Energy-saving and environment-friendly water chiller is the development trend. The efficient
compressors and new refrigerants are hot spots. The gas bearing can significantly improve …
compressors and new refrigerants are hot spots. The gas bearing can significantly improve …
How to improve the energy performance of mid-deep geothermal heat pump systems: Optimization of heat pump, system configuration and control strategy
Mid-deep borehole heat exchangers (MDBHEs) extract heat from geothermal energy with
depth of 2–3 km, and provide high-temperature heat source for heat pump heating system …
depth of 2–3 km, and provide high-temperature heat source for heat pump heating system …