ZHANG Changxing, WANG Deshui, LIU Yufeng, et al. Application of simulated annealing algorithm for determining parameters of rock-soil thermal properties[J]. CIESC Journal, 2015, (2): 545-552.
DOI:
ZHANG Changxing, WANG Deshui, LIU Yufeng, et al. Application of simulated annealing algorithm for determining parameters of rock-soil thermal properties[J]. CIESC Journal, 2015, (2): 545-552.DOI: 10.11949/j.issn.0438-1157.20141139.
Application of simulated annealing algorithm for determining parameters of rock-soil thermal properties
Ground thermal properties is an important design parameter of ground-coupled heat pump system (GCHPs)
and it can be decided based on the data from in-situ thermal response test (TRT). Considering that constant heat input can seldom be ensured in TRT
this paper presents a novel method for determining parameters of rock-soil thermal properties by using simulated annealing algorithm (SAA). In the method
Green function used in cylinder source model (CSM) of borehole heat exchanger (BHE) accelerates calculation of inlet/outlet water temperatures based on the TRT system model
and RMSE distribution overcomes the ill-posed problem of parameter identification in inverse heat transfer analysis
which puts into effect of SAA. In a calculation sample based on TRT of variable heat input
annealing temperature decreases with identified parameters reaching agreement with true value individually
and the relative errors of ground thermal conductivity and volumetric heat capacity are respectively 4.1% and 1.3% by comparing with the value calculated based on national regulations on the same in-situ measuring location. At the same time
the effective heat resistance of BHE can be obtained in the process of ASS. In general
ASS used in the variable heat power TRT is proved to be successful
and the study is helpful for the design of BHE in GCHPs.