Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
4662892 | Journal of Applied Logic | 2016 | 12 Pages |
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.
Keywords
Related Topics
Physical Sciences and Engineering
Mathematics
Logic
Authors
José Luis Casteleiro-Roca, Héctor Quintián, José Luis Calvo-Rolle, Emilio Corchado, María del Carmen Meizoso-López, Andrés Piñón-Pazos,