Classifying a work machine operation
First Claim
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1. A method of analyzing the use of a work machine comprising:
- providing a computer with a neural network on the work machine;
inputting data to the computer, at least a portion of the data associated with a load experienced by one of the components of the work machine; and
classifying, by the neural network when executed by the computer, a current operation of the work machine into one of a plurality of types of operations.
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Abstract
A method for analyzing the use of a work machine is disclosed. In one embodiment, the method may include providing a computer with a neural network on the work machine. Further, the method may include inputting data to the computer, at least a portion of the data associated with a load experienced by one of the components of the work machine. The neural network, when executed by the computer may then classify a current operation of the work machine into one of a plurality of types of operations.
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Citations
16 Claims
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1. A method of analyzing the use of a work machine comprising:
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providing a computer with a neural network on the work machine;
inputting data to the computer, at least a portion of the data associated with a load experienced by one of the components of the work machine; and
classifying, by the neural network when executed by the computer, a current operation of the work machine into one of a plurality of types of operations. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8)
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9. A system for classifying an operation performed by a work machine, comprising:
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sensors disposed about the work machine, each of the sensors being configured to detect one or more parameters associated with the work machine;
a first memory storing classification data associated with different types of operations performable by the work machine; and
a processor configured to receive a signal indicative of at least one of the detected parameters and, based upon the received signal and the stored classification data, classify an operation of the machine into at least one of the different types of operations performable by the machine. - View Dependent Claims (10, 11, 12, 13, 14, 15, 16)
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Specification