Optical monitoring to detect contamination of power grid components
A monitoring system includes an array of optical sensors disposed within a transformer tank. Each optical sensor is configured to have an optical output that changes in response to a temperature within the transformer tank. An analyzer is coupled to the array of optical sensors. The analyzer is configured to determine a sensed temperature distribution based on the sensed temperature. The sensed temperature distribution is compared to an expected distribution. Exterior contamination of the transformer tank is detected based on the comparison.
1. A monitoring system comprising:
an array of optical sensors disposed within a transformer tank, each optical sensor configured to have an optical output that changes in response to a temperature within the transformer tank; and
an analyzer coupled to the array of optical sensors, the analyzer configured to:
determine a sensed temperature distribution based on the sensed temperatures;
compare the sensed temperature distribution to an expected distribution; and
detect exterior contamination of the transformer tank based on the comparison.
2. The monitoring system of claim 1 , wherein at least one of the array of optical sensors comprises a fiber Bragg grating (FBG).
3. The monitoring system of claim 1 , wherein each optical sensor of the array of optical sensors is configured to monitor the temperature within the transformer tank.
4. The monitoring system of claim 1 , wherein the analyzer is configured to detect one or more of soiling, degradation, and debris on the transformer tank based on the comparison.
5. The monitoring system of claim 1 , wherein the analyzer is configured to detect degradation of one or more transformer components other than the transformer tank.
6. The monitoring system of claim 1 , wherein the analyzer is configured to detect corrosion of the transformer tank based on the comparison.
7. The monitoring system of claim 1 , wherein the expected temperature distribution is determined based on a previously determined temperature distribution of the transformer tank.
8. The monitoring system of claim 7 , wherein expected temperature distribution is determined based on a first determined temperature distribution of the transformer tank.
9. The monitoring system of claim 1 , wherein each optical sensor of the array of optical sensors is disposed in a different location within the transformer tank.
10. The monitoring system of claim 1 , wherein the analyzer is further configured to detect exterior contamination of the transformer tank based on the comparison using a clustering algorithm.
11. The monitoring system of claim 1 , wherein the analyzer is further configured to:
determine a set of parameter values that could have generated the determined temperature distribution; and
detect exterior contamination of the transformer tank based on the comparison and the set of parameter values.
12. A method, comprising:
sensing a plurality of temperature values using an array of optical sensors disposed within a transformer tank;
determining a sensed temperature distribution based on the sensed temperatures; comparing the sensed temperature distribution to an expected distribution; and
detecting exterior contamination of the transformer tank based on the comparison.
13. The method of claim 12 , wherein sensing the plurality of temperature values comprises continuously sensing the plurality of temperature values within the transformer tank.
14. The method of claim 12 , wherein detecting exterior contamination of the transformer tank comprises detecting one or more of soiling, degradation, and debris on the transformer tank based on the comparison.
15. The method of claim 12 , wherein detecting exterior contamination of the transformer tank comprises detecting degradation of one or more transformer components other than the transformer tank.
16. The method of claim 12 , wherein detecting exterior contamination of the transformer tank comprises detecting corrosion of the transformer tank based on the comparison.
17. The method of claim 12 , wherein the expected temperature distribution is determined based on a previously determined temperature distribution of the transformer tank.
18. The method of claim 17 , wherein expected temperature distribution is determined based on a first determined temperature distribution of the transformer tank.
19. The method of claim 12 , further comprising detecting exterior contamination of the transformer tank based on the comparison using a clustering algorithm.
20. The method of claim 12 , further comprising:
determining a set of parameter values that could have generated the determined temperature distribution; and
detecting exterior contamination of the transformer tank based on the comparison and the set of parameter values.