TY - JOUR
T1 - Optimization of a weather-based energy system for high cooling and low heating conditions using different types of water-cooled chiller
AU - Chen, Yuzhu
AU - Xu, Jinzhao
AU - Wang, Jun
AU - Lund, Peter D.
N1 - Funding Information:
This research has been supported by National Natural Science Foundation of China (Grant No. 22109022 and 51736006 ) and Fundamental Research Funds for the Central Universities (Grant No. 2242021k30028 ).
Publisher Copyright:
© 2022
PY - 2022/8/1
Y1 - 2022/8/1
N2 - A weather-based energy system consisting of a tri-generation unit, photovoltaics, and water-cooled chiller is proposed here for improving the energy and environmental performance. Together with capacities of other devices, the cooling ratio, and capacities of different types of chiller are optimized to find the ideal system configuration setting the energy and cost savings and renewable energy use as the objectives. In addition, daily and monthly operating modes with the optimal system composition are analyzed followed by a sensitivity analysis. The results show that increasing energy saving ratio improves the cost saving benefits, but the renewable energy penetration rate would decrease due to lower grid electricity consumption. The ideal system configuration in ratio optimization process has a higher gas turbine and chiller capacity resulting in higher performance than the system with capacity optimization process, or 2.7%, 1.6%, and 0.2%-unit higher of the considered indices. When increasing the specific cost of the chiller, cost saving ratio of the ideal system decreases, while the impacts on the energy savings and renewable energy use are lower. The analysis indicates that the price of grid electricity is the most sensitive factor, while the influence of carbon cost is slight.
AB - A weather-based energy system consisting of a tri-generation unit, photovoltaics, and water-cooled chiller is proposed here for improving the energy and environmental performance. Together with capacities of other devices, the cooling ratio, and capacities of different types of chiller are optimized to find the ideal system configuration setting the energy and cost savings and renewable energy use as the objectives. In addition, daily and monthly operating modes with the optimal system composition are analyzed followed by a sensitivity analysis. The results show that increasing energy saving ratio improves the cost saving benefits, but the renewable energy penetration rate would decrease due to lower grid electricity consumption. The ideal system configuration in ratio optimization process has a higher gas turbine and chiller capacity resulting in higher performance than the system with capacity optimization process, or 2.7%, 1.6%, and 0.2%-unit higher of the considered indices. When increasing the specific cost of the chiller, cost saving ratio of the ideal system decreases, while the impacts on the energy savings and renewable energy use are lower. The analysis indicates that the price of grid electricity is the most sensitive factor, while the influence of carbon cost is slight.
KW - Ratio and capacity optimization
KW - Renewable energy penetration ratio
KW - Sensitivity analysis
KW - Water-cooled chiller types
KW - Weather-based energy system
UR - http://www.scopus.com/inward/record.url?scp=85129047703&partnerID=8YFLogxK
U2 - 10.1016/j.energy.2022.124094
DO - 10.1016/j.energy.2022.124094
M3 - Article
AN - SCOPUS:85129047703
SN - 0360-5442
VL - 252
SP - 1
EP - 14
JO - Energy
JF - Energy
M1 - 124094
ER -