Industrial data analytics in a cloud platform
First Claim
1. A system for processing industrial data, comprising:
- a memory that stores executable components;
a processor, operatively coupled to the memory, that executes executable components, the executable components comprising;
a device interface component configured to receive data from an industrial device and store the data on cloud storage, wherein the data comprises at least process data relating to an industrial process appended with device data identifying the industrial device and customer data comprising a customer identifier of an industrial enterprise from which the data is received;
an analysis component configured to perform a collective analysis on the data and aggregated data stored on the cloud storage in association with one or more other customer identifiers, and identify at least one of a predicted performance issue of the industrial device or a configuration modification for improving performance of the industrial device based on a result of the collective analysis; and
a communication component configured to send notification data identifying at least one of the predicted performance issue or the configuration modification to a client device via the cloud platform.
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Accused Products
Abstract
Cloud-aware industrial devices feed robust sets of data to a cloud-based data analyzer that executes as a service in a cloud platform. In addition to industrial data generated or collected by the industrial devices, the devices can provide device profile information to the cloud-based analyzer that identifies the device and relevant configuration information. The industrial devices can also provide customer data identifying an owner of the industrial devices, contact information for the owner, active service contracts, etc. The cloud-based data analyzer leverages this information to perform a variety of custom analytics on the data and generate reports or notifications catered to the particular industrial assets'"'"' optimal performance and business goals of the owner'"'"'s industrial enterprise, as well as perform real-time decision making and control.
299 Citations
21 Claims
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1. A system for processing industrial data, comprising:
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a memory that stores executable components; a processor, operatively coupled to the memory, that executes executable components, the executable components comprising; a device interface component configured to receive data from an industrial device and store the data on cloud storage, wherein the data comprises at least process data relating to an industrial process appended with device data identifying the industrial device and customer data comprising a customer identifier of an industrial enterprise from which the data is received; an analysis component configured to perform a collective analysis on the data and aggregated data stored on the cloud storage in association with one or more other customer identifiers, and identify at least one of a predicted performance issue of the industrial device or a configuration modification for improving performance of the industrial device based on a result of the collective analysis; and a communication component configured to send notification data identifying at least one of the predicted performance issue or the configuration modification to a client device via the cloud platform. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
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12. A method for analyzing industrial data, comprising:
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receiving, at a cloud platform by a system comprising at least one processor, data from an industrial device, wherein the data comprises at least process data relating to an industrial process controlled at least in part by the industrial device appended with device profile data identifying the industrial device and customer profile data comprising a customer identifier associated with an industrial enterprise; aggregating, by the system, the data on cloud storage with other data associated with other customer identifiers to yield aggregated data; analyzing, by the system, the aggregated data based on a customer model associated with the customer identifier; identifying, by the system, at least one of a predicted performance issue of the industrial device or a configuration modification for improving a performance metric of the industrial process based on a result of the analyzing; and in response to the determining, sending, by the system, output data to a client device via the cloud platform, the output data identifying at least one of the predicted performance issue or the configuration modification. - View Dependent Claims (13, 14, 15, 16, 17, 18)
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19. A non-transitory computer-readable medium having stored thereon computer-executable instructions that, in response to execution, cause a computing system to perform operations, the operations comprising:
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receiving data from an industrial device via a cloud interface and storing the data on one or more cloud storage devices of a cloud platform, wherein the data comprises at least production data associated with an industrial process controlled in part by the industrial device, device data identifying the industrial device, and customer data comprising a customer identifier associated with an industrial organization that owns the industrial device; aggregating the data with other data associated with one or more other customer identifiers to yield aggregated data; analyzing the aggregated data based on a customer model corresponding to the customer identifier; determining at least one of a predicted performance issue of the industrial device or a device configuration recommendation for improvement of a performance metric of the industrial process based on a result of the analyzing; and sending output data identifying at least one of the predicted performance issue or the device configuration recommendation to a client device via the cloud platform. - View Dependent Claims (20, 21)
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Specification