| bibtype |
J -
Journal Article
|
| ARLID |
0410790 |
| utime |
20240103182239.4 |
| mtime |
20060210235959.9 |
| title
(primary) (eng) |
Mixed-data multi-modelling for fault detection and isolation |
| specification |
|
| serial |
| ARLID |
cav_un_epca*0256772 |
| ISSN |
0890-6327 |
| title
|
International Journal of Adaptive Control and Signal Processing |
| volume_id |
16 |
| volume |
1 (2002) |
| page_num |
61-83 |
| publisher |
|
|
| keyword |
fault detection and isolation |
| keyword |
mixed mixture models |
| keyword |
quasi-Bayes adaptive estimation |
| author
(primary) |
| ARLID |
cav_un_auth*0101124 |
| name1 |
Kárný |
| name2 |
Miroslav |
| institution |
UTIA-B |
| full_dept |
Department of Adaptive Systems |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0101167 |
| name1 |
Nagy |
| name2 |
Ivan |
| institution |
UTIA-B |
| full_dept |
Department of Signal Processing |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0101171 |
| name1 |
Novovičová |
| name2 |
Jana |
| institution |
UTIA-B |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| source |
|
| COSATI |
09I |
| COSATI |
12B |
| cas_special |
| project |
| project_id |
IST9912058 |
| agency |
EC |
| country |
XE |
|
| project |
| project_id |
GA102/99/1564 |
| agency |
GA ČR |
| ARLID |
cav_un_auth*0004444 |
|
| project |
| project_id |
VS96063 |
| agency |
GA MŠk |
| ARLID |
cav_un_auth*0025066 |
|
| research |
CEZ:AV0Z1075907 |
| abstract
(eng) |
Early recognition/isolation of a faulty behaviour of a dynamic system is presented. Fault detection and isolation methods based on adaptive probabilistic models with multiple modes represent a theoretically well justified way of solution.The complexity problem is addressed here by employing an efficient quasi-Bayes estimation algorithm. It is directly applicable to the mixture of components created as products of factors belonging to the exponential family. The theory is illustrated by a simulation example. |
| RIV |
BC |
| department |
AS, RO |
| permalink |
http://hdl.handle.net/11104/0130877 |
| ID_orig |
UTIA-B 20020004 |
| arlyear |
2002 |
| mrcbU63 |
cav_un_epca*0256772 International Journal of Adaptive Control and Signal Processing 0890-6327 1099-1115 Roč. 16 č. 1 2002 61 83 Wiley |
|