| bibtype |
C -
Conference Paper (international conference)
|
| ARLID |
0431323 |
| utime |
20240103204557.8 |
| mtime |
20140912235959.9 |
| title
(primary) (eng) |
Hierarchical Modelling of Industrial System Reliability with Probabilistic Logic |
| specification |
| page_count |
7 s. |
| media_type |
C |
|
| serial |
| ARLID |
cav_un_epca*0431321 |
| ISBN |
978-989-758-039-0 |
| title
|
Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics (ICINCO) |
| page_num |
133-139 |
| publisher |
| place |
Lisabon, Portugalsko |
| name |
Institute for Systems and Technologies of Information, Control and Communication (INSTICC) |
| year |
2014 |
|
|
| keyword |
Bayesian analysis |
| keyword |
subjective logic |
| keyword |
reliability |
| author
(primary) |
| ARLID |
cav_un_auth*0242543 |
| name1 |
Dedecius |
| name2 |
Kamil |
| full_dept (cz) |
Adaptivní systémy |
| full_dept (eng) |
Department of Adaptive Systems |
| department (cz) |
AS |
| department (eng) |
AS |
| 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*0212695 |
| name1 |
Ettler |
| name2 |
P. |
| country |
CZ |
|
| source |
|
| cas_special |
| project |
| project_id |
7D12004 |
| agency |
GA MŠk |
| ARLID |
cav_un_auth*0291242 |
|
| abstract
(eng) |
The use of Bayesian methods in dynamic assessment of system reliability is inevitably limited by compu- tational difficulties arising from non-conjugate prior distributions. This contribution proposes an alternative framework, based on the combination of Bayesian methods and the subjective logic. The advantage of the former - consistent and exhaustive representation of available statistical knowledge, is extended by the latter, allowing computationally feasible combination of this knowledge at any level of the observed system using logic operations. The resulting methodology is currently under development in order to enlarge the capability of an intended novel industrial hierarchical condition monitoring system. |
| action |
| ARLID |
cav_un_auth*0305694 |
| name |
11th International Conference on Informatics in Control, Automation and Robotics - ICINCO 2014 |
| place |
Vien |
| dates |
01.09.2014-03.09.2014 |
| country |
AT |
|
| reportyear |
2015 |
| RIV |
BB |
| num_of_auth |
2 |
| presentation_type |
PR |
| inst_support |
RVO:67985556 |
| permalink |
http://hdl.handle.net/11104/0236076 |
| confidential |
S |
| arlyear |
2014 |
| mrcbU63 |
cav_un_epca*0431321 Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics (ICINCO) 978-989-758-039-0 133 139 Lisabon, Portugalsko Institute for Systems and Technologies of Information, Control and Communication (INSTICC) 2014 |
|