Casteleiro-Roca, José-LuisCalvo-Rolle, José LuisMeizoso-López, María-CarmenPiñón-Pazos, A.Rodríguez Gómez, Benigno Antonio2015-10-192015-02-20Casteleiro-Roca, J. L., Calvo-Rolle, J. L., Meizoso-López, M. C., Piñón-Pazos, A. J., & Rodríguez-Gómez, B. A. (2015). Bio-inspired model of ground temperature behavior on the horizontal geothermal exchanger of an installation based on a heat pump. Neurocomputing, 150(PA), 90-98.0925-2312http://hdl.handle.net/2183/15380[Abstract] 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 bio-inspired 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.engReconocimiento-NoComercial-SinObraDerivada 4.0 Internacionalhttp://creativecommons.org/licenses/by-nc-nd/4.0/Local modelsClusteringRegression techniquesHeat exchangerGeothermal energyjournal articleopen access