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.

Título

dc.contributor.author	Casteleiro Roca, José L.
dc.contributor.author	Quintián Pardo, Héctor
dc.contributor.author	Calvo Rolle, José L.
dc.contributor.author	Corchado Rodríguez, Emilio Santiago
dc.contributor.author	Meizoso López, M.Carmen
dc.contributor.author	Piñón Pazos, Andrés J.
dc.date.accessioned	2017-09-05T10:59:23Z
dc.date.available	2017-09-05T10:59:23Z
dc.date.issued	2016
dc.identifier.citation	Journal of Applied Logic. Volumen 17, pp. 36-47. Elsevier.
dc.identifier.issn	1570-8683
dc.identifier.uri	http://hdl.handle.net/10366/134291
dc.description.abstract	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.
dc.format.mimetype	application/pdf
dc.language.iso	en
dc.publisher	Elsevier
dc.rights	Attribution-NonCommercial-NoDerivs 3.0 Unported
dc.rights.uri	https://creativecommons.org/licenses/by-nc-nd/3.0/
dc.subject	Computer Science
dc.title	An intelligent fault detection system for a heat pump installation based on a geothermal heat exchanger
dc.type	info:eu-repo/semantics/article
dc.rights.accessRights	info:eu-repo/semantics/openAccess