Data processing: measuring – calibrating – or testing – Measurement system in a specific environment – Mechanical measurement system
Patent
1997-08-29
1999-11-30
Hoff, Marc S.
Data processing: measuring, calibrating, or testing
Measurement system in a specific environment
Mechanical measurement system
702 54, 702 34, G01H 1100, G06F 1900
Patent
active
059959100
ABSTRACT:
A system for training a neural network to synthesize vibration data relating to the operation of a machine. The system includes a first sensor operatively coupleable to the machine, the first sensor adapted to obtain at least one vibration signal relating to the operation of the machine. The system further includes a second sensor operatively coupleable to a power lead of the machine, the second sensor adapted to obtain at least one current signal relating to the operation of a machine. Additionally, the system includes a neural network operatively coupleable to the second sensor, the neural network being trainable to generate at least one synthesized vibration signal from the current signal, wherein the synthesized vibration signal is substantially equivalent to the vibration signal obtained from the first sensor.
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Amin Himanshu S.
Bui Bryan
Hoff Marc S.
Horn John J.
Miller John M.
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