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
Receiving security risk feedback from linked contacts due to a user's system actions and behaviors
Systems and methods for dissipating an electric charge while insulating a structure
Voltage regulator structure that is operationally stable for both low and high capacitive loads
Particulate filter with hydrogen sulphide block function
High-speed comparator with asymmetric frequency response
Playback device, playback method, and computer program
Anti-fake battery pack and identification system thereof
  Randomly Featured Patents
Air conditioner system for building
Pressure sensor with conductive ceramic membrane
Analogs of ShK toxin and their uses in selective inhibition of Kv1.3 potassium channels
Monitor television receiver
Electrical connector assembly with EMI gasket
Adaptive communication interface
Inside/outside scribe
Metal powder production apparatus and metal powder
Packaging system for one or more medical devices
Process for the preparation of a support for catalysts, catalyst for the polymerization of olefins and process for the polymerization of olefins by means of this catalyst