Resources Contact Us Home
Method, apparatus and computer program product for predicting a fault utilizing multi-resolution classifier fusion

Image Number 2 for United States Patent #8112368.

A method, apparatus and computer program product are provided to predict faults. Initially, a plurality of features are provided to a plurality of models. A subset of features is selected for each model. The plurality of features selected by a respective model is dependent upon a time scale associated with a respective model. As a result of their dependence upon different time scales, the plurality of selected features provided to a first model will differ from those provided to a second model. The plurality of models process the respective plurality of selected features. The outputs from the plurality of models are fused to generate a measure indicative of an impending fault. By providing different selected features to the models that are dependent upon the associated time scales and by then combining the outputs of the plurality of models, the resulting measure of an impending fault may accurately predict a fault well in advance of its occurrence.

  Recently Added Patents
Adaptive analog echo/next cancellation
Antimicrobial polysiloxane materials containing metal species
Antenna device
Process for producing polyphenylene ether composition
Fluorescent dyes, fluorescent dye kits, and methods of preparing labeled molecules
Semiconductor device and method of manufacturing the same
  Randomly Featured Patents
Leukotriene antagonists
Streptomyces albus subspecies indicus
Chip control insert
Explosive grade aluminum powder
Angle adjusting device for an instrument panel
Minority carrier based HgCdTe infrared detectors and arrays
Vehicular air cleaner illumination fixture
Methods and apparatus for accelerating data parsing
Image generating apparatus and image generating method
Carry bag convertible to a playing carpet for children