Methods and apparatus to perform process analyses in a distributed control system
Methods, apparatus, systems, and articles of manufacture are disclosed. An example system to modify an industrial control system includes: at least one memory; programmable circuitry; and instructions to cause the programmable circuitry to: configure a device driver based on a first command, the first command to configure the device driver to initiate a device-specific communication protocol to collect input data from a publisher device coupled to the device driver; access a second command from a subscriber device, the second command to include a device identifier of the publisher device and to specify at least one of a communication mode, a device calibration configuration, or a fault detection configuration, the second command based on a product quality prediction, the product quality prediction generated using a spectral data model; and provide the second command to the device driver.
1. A system to modify an industrial control system, comprising:
at least one memory;
programmable circuitry; and
instructions to cause the programmable circuitry to:
configure a device driver based on a first command, the first command to configure the device driver to initiate a device-specific communication protocol to collect input data from a publisher device coupled to the device driver;
access a second command from a subscriber device, the second command to include a device identifier of the publisher device and to specify at least one of a communication mode, a device calibration configuration, or a fault detection configuration, the second command based on a product quality prediction, the product quality prediction generated using a spectral data model; and
provide the second command to the device driver.
2. The system of claim 1 , wherein the programmable circuitry is to:
modify a production operation based on the product quality prediction;
provide subsequent input data to the subscriber device, the subscriber device to generate a product quality value based on the input data; and
verify the modification to the production operation based on the product quality value.
3. The system of claim 1 , wherein the first command is based on a control system configuration from a control system configuration service, the control system configuration service to configure the programmable circuitry to establish a device as at least one of a publisher device type, a subscriber device type, or a primary subscriber device type.
4. The system of claim 3 , wherein the second command is a management command or a calibration command from at least one of the device driver, the control system configuration service, or the device of the primary subscriber device type.
5. The system of claim 3 , wherein the programmable circuitry is to:
collect the input data from the device driver; and
provide the input data to devices of the subscriber device type and the primary subscriber device type after receiving the input data from the publisher device.
6. The system of claim 1 , wherein the programmable circuitry is to modify operations of the industrial control system after providing the second command to the device driver, the second command to indicate modifications to the device driver to modify a process of manufacture to correct for the product quality prediction not satisfying a product quality specification.
7. The system of claim 1 , wherein the programmable circuitry is to collect the input data from the device driver, the input data to include sensor data and device-specific metadata, the sensor data including at least one of a spectral value, an absorption value, or a heat value, and the device-specific metadata including at least one of a device status or a device identification value.
8. At least one non-transitory computer readable storage medium comprising instructions that, when executed, cause processor circuitry to at least:
configure a device driver based on a first command, the first command to configure the device driver to initiate a device-specific communication protocol to collect input data from a publisher device coupled to the device driver;
access a second command from a subscriber device, the second command to include a device identifier of the publisher device and to specify at least one of a communication mode, a device calibration configuration, or a fault detection configuration, the second command based on a product quality prediction, the product quality prediction generated using a spectral data model; and
provide the second command to the device driver.
9. The at least one non-transitory computer readable storage medium of claim 8 , wherein the instructions, when executed, cause the processor circuitry to:
modify a production operation based on the product quality prediction;
provide subsequent input data to the subscriber device, the subscriber device to generate a product quality value based on the input data; and
verify the modification to the production operation based on the product quality value.
10. The at least one non-transitory computer readable storage medium of claim 8 , wherein the first command is based on a control system configuration from a control system configuration service, the control system configuration service to configure the processor circuitry to establish a device as at least one of a publisher device type, a subscriber device type, or a primary subscriber device type.
11. The at least one non-transitory computer readable storage medium of claim 10 , wherein the second command is a management command or a calibration command from at least one of the device driver, the control system configuration service, or the device of the primary subscriber device type.
12. The at least one non-transitory computer readable storage medium of claim 10 , wherein the instructions, when executed, cause the processor circuitry to:
collect the input data from the device driver; and
provide the input data to devices of the subscriber device type and the primary subscriber device type after receiving the input data from the publisher device.
13. The at least one non-transitory computer readable storage medium of claim 8 , wherein the instructions, when executed, cause the processor circuitry to modify operations of an industrial control system after providing the second command to the device driver, the second command to indicate modifications to the device driver to modify a process of manufacture to correct for the product quality prediction not satisfying a product quality specification.
14. The at least one non-transitory computer readable storage medium of claim 8 , wherein the instructions, when executed, cause the processor circuitry to collect the input data from the device driver, the input data to include sensor data and device-specific metadata, the sensor data including at least one of a spectral value, an absorption value, or a heat value, and the device-specific metadata including at least one of a device status or a device identification value.
15. An apparatus comprising:
configuration manager circuitry to configure a device driver based on a first command, the first command to configure the device driver to initiate a device-specific communication protocol to collect input data from a publisher device coupled to the device driver;
publication manager circuitry to access a second command from a subscriber device, the second command to include a device identifier of the publisher device and to specify at least one of a communication mode, a device calibration configuration, or a fault detection configuration, the second command based on a product quality prediction, the product quality prediction generated using a spectral data model; and
command manager circuitry to provide the second command to the device driver.
16. The apparatus of claim 15 , further including controller circuitry to:
modify a production operation based on the product quality prediction;
provide subsequent input data to the subscriber device, the subscriber device to generate a product quality value based on the input data; and
verify the modification to the production operation based on the product quality value.
17. The apparatus of claim 15 , wherein the first command is based on a control system configuration from a control system configuration service, the control system configuration service to configure a subscription manager to establish a device as at least one of a publisher device type, a subscriber device type, or a primary subscriber device type.
18. The apparatus of claim 17 , wherein the second command is a management command or a calibration command from at least one of the device driver, the control system configuration service, or the device of the primary subscriber device type.
19. The apparatus of claim 17 , further including device driver controller circuitry to:
collect the input data from the device driver; and
provide the input data to devices of the subscriber device type and the primary subscriber device type after receiving the input data from the publisher device.
20. The apparatus of claim 15 , wherein the command manager circuitry is to modify operations of an industrial control system after providing the second command to the device driver, the second command to indicate modifications to the device driver to modify a process of manufacture to correct for the product quality prediction not satisfying a product quality specification.