G - Physics – 06 – F
Patent
G - Physics
06
F
G06F 17/17 (2006.01) G06F 15/18 (2006.01)
Patent
CA 2153783
A preprocessing system for preprocessing input data to a neural network includes a training system for training a model (20) on data from a data file (10). The data is first preprocessed in a preprocessor (12) to fill in bad or missing data and merge all the time values on a commmon time scale. The preprocess operation utilizes algorithms and time merging algorithms which are stored in a storage area (14). The output of the preprocessor (12) is then delayed in a delay block (16) in accordance with delay settings in storage area (18). These delayed outputs are then utilized to train the model (20), the model parameter is then stored in a storage area (22) during run time, a distributed control system (24) outputs the data to a preprocess block (34) and then preprocesses data in accordance with the algorithms in storage area (14). These outputs are then delayed in accordance with a delay block (36) with the delay settings (18). The output of the delay block (36) comprises inputs to a run time system model (26) which is built to provide a representation of the system in accordance with the model parameters in the storage area (22). A predicted control output or predicted control inputs are then generated. The control input is input back to the DCS (24).
Godbole Devendra B.
Hartman Eric J.
Keeler James David
Kempf Jill L.
O'hara Steven A.
Pavilion Technologies Inc.
Riches Mckenzie & Herbert Llp
LandOfFree
Method and apparatus for preprocessing input data to a... does not yet have a rating. At this time, there are no reviews or comments for this patent.
If you have personal experience with Method and apparatus for preprocessing input data to a..., we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Method and apparatus for preprocessing input data to a... will most certainly appreciate the feedback.
Profile ID: LFCA-PAI-O-2083204