Name
Title | ||
|---|---|---|
An intelligent fault detection system for a heat pump installation based on a geothermal heat exchanger |
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. |
Year | DOI | Venue |
|---|---|---|
2016 | 10.1016/j.jal.2015.09.007 | J. Applied Logic |
Keywords | Field | DocType |
heat exchanger | Fault detection and isolation,Heat pump,Probability of failure,Algorithm,Geothermal gradient,Heat exchanger,Geothermal heating,Mathematics,Nuclear engineering | Journal |
Volume | Issue | ISSN |
17 | C | 1570-8683 |
Citations | PageRank | References |
12 | 0.68 | 23 |
Authors | ||
6 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| José Luís Casteleiro-Roca | 1 | 98 | 22.27 |
| Héctor Quintián | 2 | 73 | 9.42 |
| Jose Luis Calvo-Rolle | 3 | 36 | 2.43 |
| Emilio Corchado | 4 | 2626 | 210.70 |
| María del Carmen Meizoso-Lopez | 5 | 70 | 4.59 |
| A. Piñon Pazos | 6 | 40 | 2.49 |