Method for determining amplitude of stick-slip on a valve assembly and implementation thereof
A method for processing operating data (e.g., position, setpoint, and pressure) for a valve assembly. The method is configured to associate characteristics of operation for the valve assembly with a root cause and/or a contributing factor. In one embodiment, the method can assign a first amplitude with a value that quantifies movement or “jump” of the valve stem that results from stick-slip on the valve assembly. The method can also assign a second amplitude with a value that quantifies a change in the data for the setpoint. The method can further ascertain the relationship or “position” of the first amplitude relative to the second amplitude, or vice versa. The method can use the relationship between the first amplitude and the second amplitude to indicate the root cause of the operation of the valve assembly.
1. A method, comprising:
calculating a metric from set point data and position data for a valve assembly;
using the metric to identify a cycling condition on the valve assembly;
selecting a process in response to the cycling condition;
using the process to identify a contributing factor to the cycling condition;
setting the contributing factor according to a relationship between a first amplitude of the position data and a second amplitude of the position data, wherein one of the first amplitude and the second amplitude indicates that the position data forms a square wave; and
generating an alert in response to the contributing factor, the alert selected from,
instructions to change process parameters, and
instructions to perform maintenance on the valve assembly,
wherein the metric corresponds to a ratio of a first p-norm function to a second p-norm function that use the position data and the set point data, respectively.
2. The method of claim 1 , wherein the metric corresponds to a ratio of the position data to the set point data.
3. The method of claim 1 , further comprising:
comparing the metric to a threshold criteria,
wherein the threshold criteria has a value that correlates the metric with stick slip on the valve assembly.
4. The method of claim 1 , wherein the process includes,
setting the contributing factor according to a relationship between the set point data and the position data.
5. The method of claim 1 , wherein the process includes,
setting the contributing factor according to a relationship between amplitude of the set point data and amplitude of the position data.
6. An apparatus, comprising:
a processor configured to access a memory that has one or more executable instructions stored thereon, the executable instruction comprising one or more instructions that configure the apparatus for,
calculating a metric from set point data and position data for a valve assembly;
using the metric to identify a cycling condition on the valve assembly;
selecting a process in response to the cycling condition;
using the process to identify a contributing factor to the cycling condition;
setting the contributing factor according to a relationship between a first amplitude of the position data and a second amplitude of the position data, wherein one of the first amplitude and the second amplitude indicates that the position data forms a square wave; and
generating an alert in response to the contributing factor, the alert selected from,
instructions to change process parameters, and
instructions to perform maintenance on the valve assembly,
wherein the metric corresponds to a ratio of a first p-norm function to a second p-norm function that use the position data and the set point data, respectively.
7. The apparatus of claim 6 , wherein the metric corresponds to a ratio of the position data to the set point data.
8. The apparatus of claim 6 , wherein the executable instruction comprise one or more instructions that configure the processor for:
comparing the metric to a threshold criteria,
wherein the threshold criteria has a value that correlates the metric with stick slip on the valve assembly.
9. The apparatus of claim 6 , wherein the process includes, setting the contributing factor according to a relationship between the set point data and the position data.
10. The apparatus of claim 6 , wherein the process includes,
setting the contributing factor according to a relationship between amplitude of the set point data and amplitude of the position data.
11. A valve assembly, comprising
a seat;
a closure member that moves relative to the seat,
an actuator coupled with the closure member; and
a valve positioner coupled with the actuator, the valve positioner configured to,
calculate a metric from set point data and position data;
use the metric to identify a cycling condition of the closure member;
select a process in response to the cycling condition;
use the process to identify a contributing factor to the cycling condition;
set the contributing factor according to a relationship between a first amplitude of the position data and a second amplitude of the position data, wherein one of the first amplitude and the second amplitude indicates that the position data forms a square wave; and
generate an alert in response to the contributing factor, the alert selected from,
instructions to change process parameters, and
instructions to perform maintenance,
wherein the metric corresponds to a ratio of a first p-norm function to a second p-norm function that use the position data and the set point data, respectively.
12. The valve assembly of claim 11 , wherein the metric corresponds to a ratio of the position data to the set point data.
13. The valve assembly of claim 11 , wherein the valve positioner is configured to:
compare the metric to a threshold criteria,
wherein the threshold criteria has a value that correlates the metric with stick slip.
14. The valve assembly of claim 11 , wherein the process includes,
setting the contributing factor according to a relationship between the set point data and the position data.
15. The valve assembly of claim 11 , wherein the process includes,
setting the contributing factor according to a relationship between amplitude of the set point data and amplitude of the position data.