Industrial data analytics in a cloud platform

摘要

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.

主权项

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; anda 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.