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Proceedings of the Eighth International Conference on Probabilistic Safety Assessment & Management (PSAM)

Editor
Michael G. Stamatelatos
Michael G. Stamatelatos
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Harold S. Blackman
Harold S. Blackman
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ISBN-10:
0791802442
No. of Pages:
2576
Publisher:
ASME Press
Publication date:
2006

In this paper, the use of Kohonen self-organizing maps for fault diagnostics is proposed. The method is tested on a case study concerning the task of diagnosing faults in the gland seal system of a pump of the Primary Heat Transport System in a PHWR — CANDU 6. The construction and fine tuning of the networks is performed on the basis of pre-classified data.

Abstract
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