Name
Abstract | ||
|---|---|---|
This paper will give complete, analytic, and optimal solutions to several robust fault detection problems that have been considered in the research community in the last twenty years. It is shown that several well-recognized robust fault detection problems, such as H-/Hinfin, H2/Hinfin, and Hinfin/Hinfin problems, have a very simple optimal solution in an observer form by solving a standard algebraic Riccati equation. Moreover, the optimal filter does not depend on how the fault occurs, i.e., it is optimal for all possible faults under the optimization criteria. It is also shown that some well-studied and seeming sensible optimization criteria for fault detection filter design could lead to (optimal but) useless fault detection filter designs. |
Year | DOI | Venue |
|---|---|---|
2007 | 10.1109/CDC.2007.4434123 | CDC |
Keywords | Field | DocType |
hinfin control,riccati equations,fault diagnosis,robust control,h2/hinfin problem,hinfin/hinfin problem,h_/hinfin problem,algebraic riccati equation,fault filter design,multiobjective robust fault detection problems,optimal filter,optimal solutions,optimization criteria,filter design,fault detection | Mathematical optimization,Computer science,Control theory,Fault detection and isolation,Algebraic Riccati equation,Robust control,Observer (quantum physics),Filter design | Conference |
ISSN | ISBN | Citations |
0191-2216 E-ISBN : 978-1-4244-1498-7 | 978-1-4244-1498-7 | 16 |
PageRank | References | Authors |
1.32 | 5 | 2 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Nike Liu | 1 | 16 | 1.32 |
| Kemin Zhou | 2 | 372 | 59.31 |