Using cloud-based data to facilitate enhancing performance in connection with an industrial automation system
First Claim
1. A system, comprising:
- a memory that stores computer-executable components;
a processor, operatively coupled to the memory, that executes computer-executable components, the computer-executable components comprising;
a collection component configured to collect a set of data associated with a set of devices of an industrial automation system and a set of users associated with the industrial automation system, and store the set of data in a data store that is part of a cloud platform; and
a performance enhancement component configured to determine a correlation between a set of user actions of a user in connection with performance of a work task associated with operation of the industrial automation system and a defined favorable performance of the industrial automation system, based on a set of results of an analysis of the set of data,wherein the performance enhancement component is further configured to simulate performance of work tasks by respective users of the set of users, based on the correlation and the set of results of the analysis, and determine respective work assignments to be assigned to the respective users to perform respective sets of work tasks in connection with the operation of the industrial automation system based on the simulation results of the simulation of the performance of the work tasks by the respective users,wherein the set of data comprises respective subsets of data relating to respective work-performance-related characteristics associated with the respective users, comprising the user,wherein, based on the correlation and the set of results of the analysis, the performance enhancement component is further configured to design a component that is to be employed in the industrial automation system to reproduce and perform a preferred user action of the set of user actions to automate performance of the preferred user action in connection with the operation of the industrial automation system, andwherein the preferred user action is determined to satisfy a defined threshold performance parameter associated with the defined favorable performance.
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Abstract
A cloud-based performance enhancement service captures and collects data relating to interactions of users with industrial automation systems of multiple industrial customers for storage and analysis on a cloud platform. The service employs a performance enhancement component that analyzes the data to facilitate determining correlations between certain user interactions and favorable performance of an industrial automation system, determining user interactions that are less favorable or unsafe, determining alternative actions that a user can take to achieve a same or similar preferred operational result, generating recommendations relating to the alternative actions, determining or designing components or techniques that can automate a preferred user action, determining improved user assignments in connection with the industrial automation system, and/or generating training modules or presentations based on preferred user actions that can be used to train users to more efficiently interact with an industrial automation system to achieve improved system performance.
270 Citations
36 Claims
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1. A system, comprising:
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a memory that stores computer-executable components; a processor, operatively coupled to the memory, that executes computer-executable components, the computer-executable components comprising; a collection component configured to collect a set of data associated with a set of devices of an industrial automation system and a set of users associated with the industrial automation system, and store the set of data in a data store that is part of a cloud platform; and a performance enhancement component configured to determine a correlation between a set of user actions of a user in connection with performance of a work task associated with operation of the industrial automation system and a defined favorable performance of the industrial automation system, based on a set of results of an analysis of the set of data, wherein the performance enhancement component is further configured to simulate performance of work tasks by respective users of the set of users, based on the correlation and the set of results of the analysis, and determine respective work assignments to be assigned to the respective users to perform respective sets of work tasks in connection with the operation of the industrial automation system based on the simulation results of the simulation of the performance of the work tasks by the respective users, wherein the set of data comprises respective subsets of data relating to respective work-performance-related characteristics associated with the respective users, comprising the user, wherein, based on the correlation and the set of results of the analysis, the performance enhancement component is further configured to design a component that is to be employed in the industrial automation system to reproduce and perform a preferred user action of the set of user actions to automate performance of the preferred user action in connection with the operation of the industrial automation system, and wherein the preferred user action is determined to satisfy a defined threshold performance parameter associated with the defined favorable performance. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19)
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20. A method, comprising:
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obtaining a set of data associated with a set of devices of an industrial automation system and a set of users associated with the industrial automation system for storage in a data store of a cloud platform associated with the industrial automation system; determining a correlation between a set of user actions of a user in connection with performing a work duty associated with operation of the industrial automation system and a defined favorable performance result of the industrial automation system, based on a set of results of analysis of the set of data; determining respective work assignments that are assigned to respective users of the set of users to perform respective sets of work tasks in connection with the operation of the industrial automation system based on a simulation of performance of work tasks by the respective users that is generated based on the correlation and the set of results of the analysis of the set of data, wherein the set of data comprises respective subsets of data relating to respective sets of work-performance-related characteristics associated with the respective users, comprising the user; and based on the correlation and the set of results of the analysis, determining a design of a function that is to be employed in the industrial automation system to perform a defined preferred user action of the set of user actions to automate performance of the defined preferred user action, wherein the defined preferred user action is determined to satisfy a defined threshold performance parameter associated with the defined favorable performance result. - View Dependent Claims (21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34)
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35. A non-transitory computer-readable storage medium storing computer-executable instructions that, in response to execution, cause a system comprising a processor to perform operations, comprising:
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collecting a set of data associated with a set of devices of an industrial automation system and a set of users associated with the industrial automation system for storage in a data store of a cloud platform associated with the industrial automation system, wherein the set of users comprises a first user and a second user; determining a correlation between a set of user actions of the first user in connection with performing a work task associated with operation of the industrial automation system and a defined favorable performance result of the industrial automation system, based on a set of results of analysis of the set of data; determining an enhanced set of work assignments comprising a first work assignment that is assigned to the first user to perform a first set of work tasks in connection with the operation of the industrial automation system and a second work assignment that is assigned to the second user to perform a second set of work tasks in connection with the operation of the industrial automation system based on a simulation of performance of work tasks by the respective users that is generated based on the correlation and the set of results of the analysis of the set of data, wherein the set of data comprises a first subset of data relating to a first set of work-performance-related characteristics associated with the user and a second set of work-performance-related characteristics associated with the second user; and based on the correlation and the set of results of the analysis, generating a component that is usable in the industrial automation system to facilitate performance of a defined preferred user action of the set of user actions to facilitate automation of the defined preferred user action in connection with operation of the industrial automation system, wherein the defined preferred user action is determined to satisfy a defined threshold performance parameter associated with the defined favorable performance result. - View Dependent Claims (36)
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Specification