7 patents
Utility
Fluid and resolution-friendly view of large volumes of time series data
28 Nov 23
A tile contains aggregated data at a certain resolution for the actual data present in the duration of time covered in that tile.
Vukasin Toroman, Daniel Kearns, Lenin Kumar Subramanian, Nikunj R. Mehta
Filed: 25 Feb 22
Utility
Computing an explainable event horizon estimate
25 Oct 22
A method for generating forecast predictions that indicate an event horizon of an entity or remaining useful life of a consumable using machine learning techniques is provided.
Peter Nicholas Pritchard, Beverly Klemme, Daniel Kearns, Nikunj R. Mehta, Deeksha Karanjgaokar
Filed: 15 Oct 20
Utility
Learning expected operational behavior of machines from generic definitions and past behavior
19 Apr 22
In an embodiment, a data processing method comprises storing one or more generic machine operating definitions, wherein each of the generic machine operating definitions describes expected operational behavior of one or more types of machines during one or more operating states; analyzing operating data that describes past operation of a plurality of machines of a plurality of types; based at least in part on the operating data and the one or more generic machine operating definitions, generating and storing one or more machine operating models that describe expected operational behavior corresponding to a plurality of operating states of the plurality of machines; wherein the one or more machine operating models comprise a plurality of data patterns, wherein each of the data patterns is associated with a different set of one or more operating states of one or more machines; wherein the method is performed by one or more computing devices.
Nikunj R. Mehta, Prasanta Bose
Filed: 8 Sep 19
Utility
Fluid and resolution-friendly view of large volumes of time series data
5 Apr 22
A tile contains aggregated data at a certain resolution for the actual data present in the duration of time covered in that tile.
Vukasin Toroman, Daniel Kearns, Lenin Kumar Subramanian, Nikunj R. Mehta
Filed: 27 Jul 20
Utility
Operating behavior classification interface
18 May 20
A computer-implemented method of obtaining a label for graphically presented operating behavior is disclosed.
Nikunj R. Mehta, Prasanta Bose
Filed: 10 Jul 18
Utility
System and method for the assessment of condition in complex operational systems based on multi-level pattern recognition
27 Apr 20
A system and method to identify patterns in sets of signals produced during operation of a complex system and combines the identified patterns with records of past conditions to generate operational feedback to one or more machines of the complex system while it operates.
Gregory Olsen, Nikunj Mehta, Lenin Kumar Subramanian, Dan Kearns
Filed: 22 Jul 18
Utility
Machine learning of physical conditions based on abstract relations and sparse labels
3 Feb 20
A method for determining specific conditions occurring on industrial equipment based upon received signal data from sensors attached to the industrial equipment is provided.
Mohammad H. Firooz, Nikunj R. Mehta, Greg Olsen, Peter Nicholas Pritchard
Filed: 27 Jun 16
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