TY - JOUR
T1 - Evaluation of the long-term performance of the deep U-type borehole heat exchanger on different geological parameters using the Taguchi method
AU - Jiang, Jinghua
AU - Wang, Fenghao
AU - Yang, Xiong
AU - Zhang, Yuping
AU - Deng, Jiewen
AU - Wei, Qingpeng
AU - Cai, Wanlong
AU - Chen, Chaofan
N1 - Publisher Copyright:
© 2022 Elsevier Ltd
PY - 2022/11/1
Y1 - 2022/11/1
N2 - In recent years, deep geothermal energy has become a solid option for building heating worldwide. For the densely populated urban area, a novel closed-loop system of the deep U-type borehole heat exchanger (DUBHE) has attracted attention in northern China. In order to achieve the evaluation of geological parameters on the long-term performance of DUBHE, thermal conductivity, geothermal gradient, specific heat capacity, groundwater flow direction, and Darcy velocity are selected in this paper and all the parameters are set in three levels. And orthogonal test L18(35) is established by adopting the Taguchi method for the reduction of simulation time cost. Three evaluation indexes are introduced to investigate the impacts of geological parameters on the performance of DUBHE and obtain the optimal set, including average outlet temperature Tout, maximum cumulative heat extraction amount Qtotal and soil temperature decay rate Dsoil. Results show that the geothermal gradient has the most significant effect on Tout and Qtotal, and its contribution degree is 70.14% and 62.10% respectively. As for the Dsoil index, the most influential parameter is specific heat capacity and the corresponding contribution ratio is 92.41% determined by the analysis of variance (ANOVA) method. For the optimized combination by adopting matrix analysis, the Tout reaches 33.92 °C, the Qtotal is 284.08 TJ and the Dsoil of the optimized scenario is 12.66% after the long-term operation. In addition, according to the orthogonal test results, this study intuitively discusses the potential of carbon emission reduction for the DUBHE under the typical geological conditions in northern China. The study results presented in this work can guide the system design of DUBHE and serve as the reference for the decision-maker in the application of deep geothermal heating technology.
AB - In recent years, deep geothermal energy has become a solid option for building heating worldwide. For the densely populated urban area, a novel closed-loop system of the deep U-type borehole heat exchanger (DUBHE) has attracted attention in northern China. In order to achieve the evaluation of geological parameters on the long-term performance of DUBHE, thermal conductivity, geothermal gradient, specific heat capacity, groundwater flow direction, and Darcy velocity are selected in this paper and all the parameters are set in three levels. And orthogonal test L18(35) is established by adopting the Taguchi method for the reduction of simulation time cost. Three evaluation indexes are introduced to investigate the impacts of geological parameters on the performance of DUBHE and obtain the optimal set, including average outlet temperature Tout, maximum cumulative heat extraction amount Qtotal and soil temperature decay rate Dsoil. Results show that the geothermal gradient has the most significant effect on Tout and Qtotal, and its contribution degree is 70.14% and 62.10% respectively. As for the Dsoil index, the most influential parameter is specific heat capacity and the corresponding contribution ratio is 92.41% determined by the analysis of variance (ANOVA) method. For the optimized combination by adopting matrix analysis, the Tout reaches 33.92 °C, the Qtotal is 284.08 TJ and the Dsoil of the optimized scenario is 12.66% after the long-term operation. In addition, according to the orthogonal test results, this study intuitively discusses the potential of carbon emission reduction for the DUBHE under the typical geological conditions in northern China. The study results presented in this work can guide the system design of DUBHE and serve as the reference for the decision-maker in the application of deep geothermal heating technology.
KW - Deep U-type borehole heat exchanger (DUBHE)
KW - Evaluation index
KW - Geological parameters
KW - Long-term performance
KW - Taguchi method
UR - https://www.scopus.com/pages/publications/85136458930
U2 - 10.1016/j.jobe.2022.105122
DO - 10.1016/j.jobe.2022.105122
M3 - 文章
AN - SCOPUS:85136458930
SN - 2352-7102
VL - 59
JO - Journal of Building Engineering
JF - Journal of Building Engineering
M1 - 105122
ER -