Fault Detection and Isolation for a Supermarket Refrigeration System - Part Two : Unknown-Input-Observer Method and Its Extension
Publikation: Forskning - peer review › Konferenceartikel i tidsskrift
The Fault Detection and Isolation (FDI) using the Unknown Input Observer (UIO) for a supermarket refrigeration system is investigated. The original system's state $T_{goods}$ (temp. of the goods) is regarded as a system unknown input in this study, so that the FDI decision is not disturbed by the system uncertainties relevant to this state dynamic and the original system disturbance $Q_{airload}$ (the thermal feature of the air). It has been observed that a single UIO has a very good detection capability for concerned sensor and parametric faults. However, only the parametric fault can be isolated by using a bank of UIOs. Thereby, a complete FDI approach is proposed by combining the Extended-Kalman-Filter (EKF) and UIO methods, after an extensive comparison of KF-, EKF- and UIO-based FDI methods is carried out. The simulation tests show that the complete FDI approach has a good and successful FDI capability regarding to concerned fault scenarios.
| Originalsprog | Engelsk |
|---|---|
| Tidsskrift | Proceedings of the 18th IFAC World Congress, 2011 |
| Udgivelsesdato | aug 2011 |
| Sider | 4238-4243 |
| Antal sider | 6 |
| ISSN | 1474-6670 |
| Status | Udgivet |
Konference
| Konference | The 18th World Congress of the International Federation of Automatic Control (IFAC 2011) |
|---|---|
| Land | Italien |
| By | Milano |
| Periode | 28-08-11 → 02-09-11 |
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