Obtaining the hydraulic and thermal properties of the main hydrostratigraphic units surrounding a standing column well using a thermal response test

被引:6
作者
Jacques, Louis [1 ]
Pasquier, Philippe [1 ]
机构
[1] Polytech Montreal, Dept Civil Geol & Min Engn, POB 6079,Stn Ctr Ville, Montreal, PQ H3C 3A7, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Hydraulic properties identification; Thermal properties identification; Thermal response test; Standing column well; Bayesian inference; Ground heat exchanger; BAYESIAN-INFERENCE; UNCERTAINTY; TRANSMISSIVITY; CONDUCTIVITY; ERROR; FLOW;
D O I
10.1016/j.jhydrol.2023.129823
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
In general, classical interpretation of pumping tests assume homogeneous hydraulic properties and cannot characterize aquifer heterogeneity in the form of a profile. In this work, a thermal response test, which is routinely performed prior to the design of ground source heat pump systems, is conducted on an open-walled borehole to identify the hydraulic conductivity profile and thermal properties of the main geological units. Parameter identification and uncertainty quantification are performed in a Bayesian framework and rely on a neural network and a spectral method to speed up the solution of the direct problem. The analysis of a data set from field testing showed that the use of temperature measurements alone provided a hydraulic conductivity profile, with an average value close to that provided by a conventional pumping test. For the specific conditions observed on the field, it was also possible to precisely identify the thermal properties, as was the case for the main geologic unit, but not for the thin geologic units whose distributions were similar to the priors used for inference. This indicates that in some geologic settings, a thermal response test could fail to provide the thermal properties of some units. The approach, however, paves the way for new characterization techniques.
引用
收藏
页数:13
相关论文
共 58 条
  • [1] Agarwal R.G., 1980, SPE, DOI [10.2118/9289-MS, DOI 10.2118/9289-MS]
  • [2] [Anonymous], 2021, COMSOL Multiphysics v.5.2. Acoustics Module Users' Guide
  • [3] Thermal and hydrogeological aquifers characterization by coupling depth-resolved thermal response test with moving line source analysis
    Antelmi, Matteo
    Alberti, Luca
    Angelotti, Adriana
    Curnis, Sara
    Zille, Andrea
    Colombo, Loris
    [J]. ENERGY CONVERSION AND MANAGEMENT, 2020, 225
  • [4] Flow rate control in standing column wells: A flexible solution for reducing the energy use and peak power demand of the built environment
    Beaudry, Gabrielle
    Pasquier, Philippe
    Marcotte, Denis
    Zarrella, Angelo
    [J]. APPLIED ENERGY, 2022, 313
  • [5] The impact of rock fracturing and pump intake location on the thermal recovery of a standing column well: model development, experimental validation, and numerical analysis
    Beaudry, Gabrielle
    Pasquier, Philippe
    Marcotte, Denis
    [J]. SCIENCE AND TECHNOLOGY FOR THE BUILT ENVIRONMENT, 2019, 25 (08) : 1052 - 1068
  • [6] Thermal response tests on deep boreholes through multiple ground layers
    Beier, Richard A.
    Morchio, Stefano
    Fossa, Marco
    [J]. GEOTHERMICS, 2022, 101
  • [7] Use of temperature derivative to analyze thermal response tests on borehole heat exchangers
    Beier, Richard A.
    [J]. APPLIED THERMAL ENGINEERING, 2018, 134 : 298 - 309
  • [8] Aquifer heterogeneity characterization with oscillatory pumping: Sensitivity analysis and imaging potential
    Cardiff, M.
    Bakhos, T.
    Kitanidis, P. K.
    Barrash, W.
    [J]. WATER RESOURCES RESEARCH, 2013, 49 (09) : 5395 - 5410
  • [9] Chil?s J.-P., 2012, GEOSTATISTICS MODELI, DOI [DOI 10.1002/9781118136188, 10.1002/9781118136188]
  • [10] Probabilistic uncertainty quantification of borehole thermal resistance in real-world scenarios
    Choi, Wonjun
    Kikumoto, Hideki
    Ooka, Ryozo
    [J]. ENERGY, 2022, 254