Data processing: artificial intelligence – Neural network – Learning task
Reexamination Certificate
2005-04-28
2010-06-22
Vincent, David R (Department: 2129)
Data processing: artificial intelligence
Neural network
Learning task
C706S045000, C706S015000, C706S019000
Reexamination Certificate
active
07743005
ABSTRACT:
A method and apparatus that detects a multiplicity of normal data sets, each of which includes values of n parameters, for each of the operation modes of an object having a plurality of operation modes. Self-organizing maps are provided for each operation mode using the normal data sets. Abnormal data sets representing virtual abnormal states are created by modifying the values of the n parameters of each of the multiple normal data sets so that as many abnormal data sets as the number of deviation vectors are created for each of the multiple normal data sets. Abnormal operation mode proportion vectors are then created by selecting a self-organizing map from the above noted self-organizing maps which has the highest similarity degree to each of the abnormal data sets.
REFERENCES:
patent: 6314413 (2001-11-01), Otte
patent: 6477469 (2002-11-01), Ye et al.
patent: 6571228 (2003-05-01), Wang et al.
patent: 6647341 (2003-11-01), Golub et al.
patent: 2002/0091655 (2002-07-01), Agrafiotis et al.
patent: 2003/0017481 (2003-01-01), Golub et al.
patent: 2005/0209767 (2005-09-01), Kim et al.
patent: 11-338848 (1999-12-01), None
patent: 2000-266570 (2000-09-01), None
patent: 2002-323013 (2002-11-01), None
patent: 2005-025351 (2005-01-01), None
Fujii Satoshi
Komatsu Koji
Murota Isao
Vatchkov Gantcho Lubenov
Birch & Stewart Kolasch & Birch, LLP
Olude-Afolabi Ola
Shin Caterpillar Mitsubishi Ltd.
Vincent David R
LandOfFree
Diagnosis of abnormal operation modes of a machine utilizing... does not yet have a rating. At this time, there are no reviews or comments for this patent.
If you have personal experience with Diagnosis of abnormal operation modes of a machine utilizing..., we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Diagnosis of abnormal operation modes of a machine utilizing... will most certainly appreciate the feedback.
Profile ID: LFUS-PAI-O-4179854