TY - GEN
T1 - Improving the diagnostic performance for dynamic systems through the use of conflict-driven model decomposition
AU - Bregon, Anibal
AU - Feldman, Alexander
AU - Pulido, Belarmino
AU - Provan, Gregory
AU - Alonso-González, Carlos
PY - 2013
Y1 - 2013
N2 - This work studies potential ways of integration of two techniques for fault detection, isolation, and identification in dynamic systems: Lydia-NG suite of diagnosis algorithms and Consistency-based Diagnosis with Possible Conflicts. By integrating both techniques, Lydia-NG will benefit from a more efficient fault detection and isolation task, and Possible Conflicts will benefit from the identification capabilities of Lydia-NG. In this paper, we define a common framework that integrates both techniques, and then we apply the proposed integrated approach to a three-tank system, and draw some conclusions about potential ways of integration.
AB - This work studies potential ways of integration of two techniques for fault detection, isolation, and identification in dynamic systems: Lydia-NG suite of diagnosis algorithms and Consistency-based Diagnosis with Possible Conflicts. By integrating both techniques, Lydia-NG will benefit from a more efficient fault detection and isolation task, and Possible Conflicts will benefit from the identification capabilities of Lydia-NG. In this paper, we define a common framework that integrates both techniques, and then we apply the proposed integrated approach to a three-tank system, and draw some conclusions about potential ways of integration.
UR - https://www.scopus.com/pages/publications/84920518126
M3 - Conference proceeding
AN - SCOPUS:84920518126
T3 - PHM 2013 - Proceedings of the Annual Conference of the Prognostics and Health Management Society 2013
SP - 275
EP - 287
BT - PHM 2013 - Proceedings of the Annual Conference of the Prognostics and Health Management Society 2013
A2 - Sankararaman, Shankar
A2 - Roychoudhury, Indranil
PB - Prognostics and Health Management Society
T2 - 2013 Annual Conference of the Prognostics and Health Management Society, PHM 2013
Y2 - 14 October 2013 through 17 October 2013
ER -