2024-03-28T14:41:30Zhttps://gredos.usal.es/oai/requestoai:gredos.usal.es:10366/1342912024-03-13T09:52:54Zcom_10366_122575com_10366_4512com_10366_3823col_10366_134243
An intelligent fault detection system for a heat pump installation based on a geothermal heat exchanger
Casteleiro Roca, José L.
Quintián Pardo, Héctor
Calvo Rolle, José L.
Corchado Rodríguez, Emilio Santiago
Meizoso López, M.Carmen
Piñón Pazos, Andrés J.
Computer Science
The heat pump with geothermal exchanger is one of the best methods to heat up a building. The heat exchanger is an element with high probability of failure due to the fact that it is an outside construction and also due to its size. In the present study, a novel intelligent system was designed to detect faults on this type of heating equipment. The novel approach has been successfully empirically tested under a real dataset obtained during measurements of one year. It was based on classification techniques with the aim of detecting failures in real time. Then, the model was validated and verified over the building; it obtained good results in all the operating conditions ranges.
2017-09-05
2017-09-05
2016
info:eu-repo/semantics/article
Journal of Applied Logic. Volumen 17, pp. 36-47. Elsevier.
1570-8683
http://hdl.handle.net/10366/134291
en
https://creativecommons.org/licenses/by-nc-nd/3.0/
info:eu-repo/semantics/openAccess
Attribution-NonCommercial-NoDerivs 3.0 Unported
Elsevier