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 of an industrial enterprise, wherein the data comprises at least process data relating to an industrial process appended with a plant site identifier identifying a plant site at which the industrial device is located, a production line identifier identifying a production line associated with the industrial device, and device identification data identifying the industrial device, and wherein the device interface component is further configured to store the data in a data storage with other data collected from other industrial from other industrial enterprises;
an analysis component configured to filter the data and the other data in the data storage according to an industry type and a type of industrial application defined on a customer model to yield filtered data, perform an analysis on the filtered data, 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 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.
316 Citations
20 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 of an industrial enterprise, wherein the data comprises at least process data relating to an industrial process appended with a plant site identifier identifying a plant site at which the industrial device is located, a production line identifier identifying a production line associated with the industrial device, and device identification data identifying the industrial device, and wherein the device interface component is further configured to store the data in a data storage with other data collected from other industrial from other industrial enterprises; an analysis component configured to filter the data and the other data in the data storage according to an industry type and a type of industrial application defined on a customer model to yield filtered data, perform an analysis on the filtered data, 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 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)
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11. 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 of an industrial enterprise, wherein the data comprises at least process data relating to an industrial process controlled at least in part by the industrial device appended with a plant site identifier identifying a plant site at which the industrial device is located, a production line identifier identifying a production line associated with the industrial device, and device identification data identifying the industrial device; storing, by the system, the data in cloud-based storage with other data collected from other industrial devices of other industrial enterprises; filtering, by the system, the data and the other data in the cloud-based storage according to an industry type and a type of industrial application defined on a customer model to yield filtered data; identifying, by the system based on an analysis on the filtered data, at least one of a predicted performance issue of the industrial device or a configuration modification for improving a performance metric of the industrial device; and in response to the identifying, 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 (12, 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 of an industrial enterprise 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, plant site identifier identifying a plant site at which the industrial device is located, a production line identifier identifying a production line associated with the industrial device, and device identification data identifying the industrial device; aggregating the data with other data received from other industrial devices of other industrial enterprises; filtering the data and the other data in the cloud storage devices according to an industry type and a type of industrial application defined on a customer model to yield filtered data; determining, based on an analysis performed on the filtered data, at least one of a predicted performance issue of the industrial device or a configuration modification for improving a performance metric of the industrial device; and in response to the determining, sending 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 (20)
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Specification