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

Casteleiro-Roca, José-Luis; Calvo-Rolle, José Luis; Meizoso-López, María-Carmen; Piñón-Pazos, A.; Rodríguez Gómez, Benigno Antonio

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http://hdl.handle.net/2183/15380

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

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Casteleiro-Roca_2015_Bio-inspired_model_of_ground_temperature_behavior.pdf (2.1 MB)

Identifiers

URI: http://hdl.handle.net/2183/15380

Publication date

2015-02-20

Authors

Casteleiro-Roca, José-Luis

Calvo-Rolle, José Luis

Meizoso-López, María-Carmen

Piñón-Pazos, A.

Rodríguez Gómez, Benigno Antonio

Bibliographic citation

Casteleiro-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.

Abstract

[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.