Systems and methods for modifying context-based data provided for an industrial automation system

A method, comprising:

• receiving, via a processor, a plurality of sensory datasets associated with an industrial automation system from a plurality of sensors, wherein the plurality of sensors comprises an image sensor, a microphone, a haptic sensor, a movement sensor, a biometric sensor, an odor sensor, or any combination thereof;
• identifying, via the processor, context information based on at least one sensory dataset of the plurality of sensory datasets, wherein the context information is representative of an environmental condition surrounding the industrial automation system;
• determining, via the processor, a task to be performed by a user for the industrial automation system based on the context information and the plurality of sensory datasets;
• presenting, via the processor, first output representative data in a first format via a first extended reality device based on the plurality of sensory datasets and the context information;
• identifying, via the processor, incompletion of the task during presentation of the first output representative data;
• presenting, via the processor, second output representative data in a second format, different from the first format, via the first extended reality device based on the plurality of sensory datasets in response to identifying the incompletion of the task during the presentation of the first output representative data;
• storing, via the processor, the plurality of sensory datasets, the first output representative data, the second output representative data, or both the first output representative data and the second output representative data, as training content for performing the task;
• receiving, via the processor, an indication to retrieve the training content via a second extended reality device;
• retrieving, via the processor, the training content in response to receiving the indication;
• and
• presenting, via the processor, the plurality of sensory datasets, the first output representative data, the second output representative data, or both the first output representative data and the second output representative data, via the third second extended reality device in response to retrieving the training content.

A processing system of an industrial automation system, the processing system comprising:

• processing circuitry;
• and
• a memory storing instructions, wherein the instructions, when executed by the processing circuitry, are configured to cause the processing circuitry to perform operations comprising:
• receiving a plurality of sensory datasets associated with the industrial automation system from a plurality of sensors, wherein the plurality of sensory datasets comprises audio data, vibration data, operating speed data, temperature data, or any combination thereof;
• determining a first action associated with a first maintenance operation to be performed by a user in response to a first sensory dataset being outside of a first range of values and a second sensory dataset being outside of a second range of values;
• receiving context information via an extended reality device, wherein the context information is representative of an environmental condition associated with the extended reality device;
• determining a first data presentation format for presenting at least a first portion of the plurality of sensory datasets based on the first action and the context information;
• presenting first output representative data according to the first data presentation format via the extended reality device;
• determining incompletion of the first action during presentation of the first output representative data;
• determining a second action associated with a second maintenance operation, different from the first action associated with the first maintenance operation, to be performed by the user based on the plurality of sensory datasets in response to determining the incompletion of the first action during the presentation of the first output representative data;
• determining a second data presentation format, different from the first data presentation format, for presenting at least a second portion of the plurality of sensory datasets based on the second action and the context information;
• and
• presenting second output representative data according to the second data presentation format via the extended reality device.