Systems and methods for diagnosing equipment
AssigneeTransportation IP Holdings, LLC
InventorsMilan Karunaratne, Naveenkumar Ramaiah
Life of this patent
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Abstract
A method includes recording operation of equipment into an audio file and transforming the audio file into image data. The image data is input into a machine learning model to determine whether the image data is indicative of a desired operation of the equipment or an undesired operation of the equipment. A system includes an audio sensor configured to record operation of equipment and create an audio file, and one or more processors. The one or more processors transform the audio file into image data and input the image data into the machine learning model to determine whether the image data is indicative of a desired operation of the equipment or an undesired operation of the equipment.
Claims20
A method, comprising:
- recording operation of equipment to create an audio file;
- transforming the audio file into image data;
- and
- inputting the image data into a machine learning model configured to determine whether the image data is indicative of a desired operation of the equipment or an undesired operation of the equipment.
A system, comprising:
- an audio sensor configured to record operation of equipment and thereby to generate an audio file;
- and
- one or more processors configured to:
- transform the audio file into image data;
- and
- input the image data into a machine learning model configured to determine whether the image data is indicative of a desired operation of the equipment or an undesired operation of the equipment.
A method, comprising:
- recording operation of a component of a vehicle system into an audio file;
- transforming the audio file into image data;
- and
- inputting the image data into a machine learning model configured to determine whether the image data is indicative of a desired operation of the component or an undesired operation of the component.
Dependencies are inferred from the claim text.