Bio-inspired model of ground temperature behavior on the horizontal geothermal exchanger of an installation based on a heat pump

NEUROCOMPUTING

卷:150

Article

Casteleiro-Roca, J. L.¹  Calvo-Rolle, J. L.¹  Meizciso-Lopez, M. C.¹  Pinon-Pazos, A. J.¹  Rodriguez-Gomez, B. A.¹ 

[1] Univ A Coruna, Dept Ingn Ind, La Coruna, Spain

关键词: Local models;    Clustering;    Regression techniques;    Heat exchanger;    Geothermal energy;   

DOI  :  10.1016/j.neucom.2014.02.075

来源: Elsevier

【 摘 要 】

Nowadays the Heat Pump is one of the best systems to warm a building with a good performance. Usually, with the aim to increase the efficiency, a geothermal heat exchanger is added to the installation. This component shows a disturbing effect on the ground where it is placed. On this research a bioinspired system was developed to test the ground temperature behavior where there is a heat exchanger. The novel approach has been implemented and tested under a real dataset. One year temperature measurements were recorded. The final approach is based on clustering and regression techniques. Then, the model was validated and tested with a dataset from a real installation with a good performance. (C) 2014 Elsevier B.V. All rights reserved.

【 授权许可】

Free