Pipe strain detection and diagnosis using sensors for machine casing nozzles
Example systems and methods for pipe strain detection and diagnosis using sensors for machine casing nozzles are disclosed. One example method includes introducing a rotating machine that includes a rotating element, a machine casing, an inlet nozzle, and an outlet nozzle, where the rotating element is configured to pump a fluid into the inlet nozzle through a first pipe and out of the outlet nozzle through a second pipe. A vibration sensor is attached to a nozzle flange connection of one of the inlet nozzle and the outlet nozzle, where the vibration sensor includes a substrate and a resonant layer disposed on a surface of the substrate, the resonant layer is configured to produce a resonant response in response to receiving a radio frequency signal while the fluid is being pumped. The resonant response is received by a radio frequency resonance detector in response to the radio frequency signal.
1. A system comprising:
a rotating machine comprising a rotating element, a machine casing, an inlet nozzle, and an outlet nozzle, wherein the inlet nozzle and the outlet nozzle are disposed on the machine casing, the inlet nozzle is connected to a first pipe, the outlet nozzle is connected to a second pipe, and the rotating element is configured to pump a fluid into the inlet nozzle through the first pipe and out of the outlet nozzle through the second pipe;
a vibration sensor disposed on a nozzle flange connection of one of the inlet nozzle and the outlet nozzle, wherein the vibration sensor comprises:
a substrate comprising a polymer; and
a resonant layer disposed on a surface of the substrate, the resonant layer comprising an electrically conductive nanomaterial and configured to produce a resonant response in response to receiving a radio frequency signal;
a temperature sensor disposed on the nozzle flange connection of one of the inlet nozzle and the outlet nozzle; and
a computer system, comprising:
one or more processors; and
a non-transitory computer readable medium storing instructions executable by the one or more processors to perform computer system operations comprising:
receiving the resonant response;
receiving temperature data from the temperature sensor;
processing the resonant response to determine a current vibrational strain of the resonant layer; and
identifying, using the temperature data and the current vibrational strain of the resonant layer, one or more pipe strain conditions, wherein the one or more pipe strain conditions comprises at least one of a piping misalignment, a piping thermal growth, or a combination of the piping misalignment and the piping thermal growth.
2. The system of claim 1 wherein the rotating machine comprises one of a pump, a compressor, and a steam turbine machine.
3. The system of claim 1 , wherein the fluid is a hydrocarbon fluid.
4. The system of claim 1 , wherein the vibration sensor is encapsulated on the nozzle flange connection of one of the inlet nozzle and the outlet nozzle.
5. The system of claim 1 , wherein the vibration sensor is positioned in a first plane of the nozzle flange connection of one of the inlet nozzle and the outlet nozzle.
6. The system of claim 5 , wherein the resonant response further comprises a second resonant response from a second vibration sensor, where the second vibration sensor is disposed on the nozzle flange connection of one of the inlet nozzle and the outlet nozzle, the second vibration sensor is positioned in a second plane of the nozzle flange connection of one of the inlet nozzle and the outlet nozzle, and the second plane is orthogonal to the first plane.
7. A method comprising:
introducing a rotating machine comprising a rotating element, a machine casing, an inlet nozzle, and an outlet nozzle, wherein the inlet nozzle and the outlet nozzle are disposed on the machine casing, the inlet nozzle is connected to a first pipe, the outlet nozzle is connected to a second pipe, and the rotating element is configured to pump a fluid into the inlet nozzle through the first pipe and out of the outlet nozzle through the second pipe;
attaching a vibration sensor to a nozzle flange connection of one of the inlet nozzle and the outlet nozzle, wherein the vibration sensor comprises:
a substrate comprising a polymer; and
a resonant layer disposed on a surface of the substrate, the resonant layer comprising an electrically conductive nanomaterial and configured to produce a resonant response in response to receiving a radio frequency signal;
attaching a temperature sensor to the nozzle flange connection of one of the inlet nozzle and the outlet nozzle;
pumping the fluid into the inlet nozzle through the first pipe and out of the outlet nozzle through the second pipe;
transmitting, by a radio frequency interrogator and while pumping the fluid, the radio frequency signal; and
receiving, by a radio frequency resonance detector, the resonant response in response to the radio frequency signal, the resonant response produced by the resonant layer of the vibration sensor, wherein the radio frequency interrogator and the radio frequency resonance detector are communicatively coupled to a computer system comprising:
one or more processors; and
a non-transitory computer readable medium storing instructions executable by the one or more processors to perform computer system operations comprising:
receiving, by the computer system, the resonant response;
receiving temperature data from the temperature sensor while pumping the fluid;
processing, by the computer system, the resonant response to determine a current vibrational strain of the resonant layer; and
identifying, using the temperature data and the current vibrational strain of the resonant layer, one or more pipe strain conditions, wherein the one or more pipe strain conditions comprises at least one of a piping misalignment, a piping thermal growth, or a combination of the piping misalignment and the piping thermal growth.
8. The method of claim 7 , wherein the rotating machine comprises one of a pump, a compressor, and a steam turbine machine.
9. The method of claim 7 , wherein the fluid is a hydrocarbon fluid.
10. The method of claim 7 , wherein the vibration sensor is encapsulated on the nozzle flange connection of one of the inlet nozzle and the outlet nozzle.
11. The method of claim 7 , wherein the vibration sensor is positioned in a first plane of the nozzle flange connection of one of the inlet nozzle and the outlet nozzle.
12. The method of claim 11 , wherein the resonant response further comprises a second resonant response from a second vibration sensor, where the second vibration sensor is disposed on the nozzle flange connection of one of the inlet nozzle and the outlet nozzle, the second vibration sensor is positioned in a second plane of the nozzle flange connection of one of the inlet nozzle and the outlet nozzle, and the second plane is orthogonal to the first plane.