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Optimization of ground heat exchangers for space heating and cooling applications using Taguchi method and utility concept

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  • Pandey, Navdeep
  • Murugesan, K.
  • Thomas, H.R.

Abstract

Ground source heat pump (GSHP) systems utilize ground energy for space heating and cooling applications with the help of ground heat exchangers (GHX). When GSHP is used for both heating and cooling applications it is very important to determine the optimum length of GHX. In the present research the length of horizontal and vertical GHX is optimized for a 1.5 TR GSHP system assuming different combination of heating and cooling periods. Eight operating parameters of GHX at three levels have been assumed and L27 orthogonal array has been employed to obtain experimental trials. For both horizontal and vertical GHXs, Taguchi method has been used to obtain independent optimum length for heating and cooling applications and then utility concept has been employed to estimate a single optimum length for a given weightage for heating and cooling periods. Results were obtained for different combinations of heating and cooling periods expressed as weighting factor in utility concept, ranging from 20% to 80% for both type of GHXs. Effect of variation in COP of the ground source heat pump system where the GHX is used is also analyzed to determine its influence on the length of GHX. Length of vertical GHX is found to remain constant for all the combinations of heating and cooling periods, however, the length of vertical GHX is about 33% higher for cooling than that for heating. In contrast, horizontal GHX showed about 20% variation at lower and upper bounds and 50% variation exactly at the middle bound.

Suggested Citation

  • Pandey, Navdeep & Murugesan, K. & Thomas, H.R., 2017. "Optimization of ground heat exchangers for space heating and cooling applications using Taguchi method and utility concept," Applied Energy, Elsevier, vol. 190(C), pages 421-438.
    • Handle: RePEc:eee:appene:v:190:y:2017:i:c:p:421-438
    DOI: 10.1016/j.apenergy.2016.12.154
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    1. Sivasakthivel, T. & Murugesan, K. & Sahoo, P.K., 2014. "Optimization of ground heat exchanger parameters of ground source heat pump system for space heating applications," Energy, Elsevier, vol. 78(C), pages 573-586.
    2. Koohi-Fayegh, Seama & Rosen, Marc A., 2012. "Examination of thermal interaction of multiple vertical ground heat exchangers," Applied Energy, Elsevier, vol. 97(C), pages 962-969.
    3. Shang, Yan & Dong, Ming & Li, Sufen, 2014. "Intermittent experimental study of a vertical ground source heat pump system," Applied Energy, Elsevier, vol. 136(C), pages 628-635.
    4. Chang, Keun Sun & Kim, Min Jun, 2016. "Thermal performance evaluation of vertical U-loop ground heat exchanger using in-situ thermal response test," Renewable Energy, Elsevier, vol. 87(P1), pages 585-591.
    5. Montagud, Carla & Corberán, José Miguel & Ruiz-Calvo, Félix, 2013. "Experimental and modeling analysis of a ground source heat pump system," Applied Energy, Elsevier, vol. 109(C), pages 328-336.
    6. Ruiz-Calvo, F. & De Rosa, M. & Acuña, J. & Corberán, J.M. & Montagud, C., 2015. "Experimental validation of a short-term Borehole-to-Ground (B2G) dynamic model," Applied Energy, Elsevier, vol. 140(C), pages 210-223.
    7. Spitler, Jeffrey D. & Javed, Saqib & Ramstad, Randi Kalskin, 2016. "Natural convection in groundwater-filled boreholes used as ground heat exchangers," Applied Energy, Elsevier, vol. 164(C), pages 352-365.
    8. Kuzmic, Nikola & Law, Ying Lam E. & Dworkin, Seth B., 2016. "Numerical heat transfer comparison study of hybrid and non-hybrid ground source heat pump systems," Applied Energy, Elsevier, vol. 165(C), pages 919-929.
    9. Lee, Duen-Sheng & Hung, Tzu-Chen & Lin, Jaw-Ren & Zhao, Jun, 2015. "Experimental investigations on solar chimney for optimal heat collection to be utilized in organic Rankine cycle," Applied Energy, Elsevier, vol. 154(C), pages 651-662.
    10. Retkowski, Waldemar & Ziefle, Gesa & Thöming, Jorg, 2015. "Evaluation of different heat extraction strategies for shallow vertical ground-source heat pump systems," Applied Energy, Elsevier, vol. 149(C), pages 259-271.
    11. Sivasakthivel, T. & Murugesan, K. & Thomas, H.R., 2014. "Optimization of operating parameters of ground source heat pump system for space heating and cooling by Taguchi method and utility concept," Applied Energy, Elsevier, vol. 116(C), pages 76-85.
    12. Wang, Deqi & Lu, Lin & Zhang, Wenke & Cui, Ping, 2015. "Numerical and analytical analysis of groundwater influence on the pile geothermal heat exchanger with cast-in spiral coils," Applied Energy, Elsevier, vol. 160(C), pages 705-714.
    13. Retkowski, Waldemar & Thöming, Jorg, 2014. "Thermoeconomic optimization of vertical ground-source heat pump systems through nonlinear integer programming," Applied Energy, Elsevier, vol. 114(C), pages 492-503.
    14. Li, Min & Lai, Alvin C.K., 2015. "Review of analytical models for heat transfer by vertical ground heat exchangers (GHEs): A perspective of time and space scales," Applied Energy, Elsevier, vol. 151(C), pages 178-191.
    15. Sofyan, Sarwo Edhy & Hu, Eric & Kotousov, Andrei, 2016. "A new approach to modelling of a horizontal geo-heat exchanger with an internal source term," Applied Energy, Elsevier, vol. 164(C), pages 963-971.
    16. Besseris, George J., 2014. "Using qualimetric engineering and extremal analysis to optimize a proton exchange membrane fuel cell stack," Applied Energy, Elsevier, vol. 128(C), pages 15-26.
    17. Zhang, Linfeng & Zhang, Quan & Huang, Gongsheng, 2016. "A transient quasi-3D entire time scale line source model for the fluid and ground temperature prediction of vertical ground heat exchangers (GHEs)," Applied Energy, Elsevier, vol. 170(C), pages 65-75.
    18. Park, Honghee & Lee, Joo Seoung & Kim, Wonuk & Kim, Yongchan, 2013. "The cooling seasonal performance factor of a hybrid ground-source heat pump with parallel and serial configurations," Applied Energy, Elsevier, vol. 102(C), pages 877-884.
    19. Go, Gyu-Hyun & Lee, Seung-Rae & Yoon, Seok & Kim, Min-Jun, 2016. "Optimum design of horizontal ground-coupled heat pump systems using spiral-coil-loop heat exchangers," Applied Energy, Elsevier, vol. 162(C), pages 330-345.
    20. Chen, Wei-Hsin & Huang, Shih-Rong & Lin, Yu-Li, 2015. "Performance analysis and optimum operation of a thermoelectric generator by Taguchi method," Applied Energy, Elsevier, vol. 158(C), pages 44-54.
    21. Aydın, Murat & Sisman, Altug, 2015. "Experimental and computational investigation of multi U-tube boreholes," Applied Energy, Elsevier, vol. 145(C), pages 163-171.
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