Joint approach of out-of-range detection and fault detection for power plant monitoring
View Patent ↗A joint approach of out-of-range detection and fault detection for power plant monitoring. The method initially determines whether a sensor is an independent sensor or a dependent sensor. If the sensor is an independent sensor, then an operating range is established for each independent sensor. A reading from each independent sensor is then compared with the operating range that has been established. If the reading is out-of-range, an alarm may be activated. If the reading is not out-of-range, then this reading is used to determine an expected operating range for each dependent sensor. A reading from each dependent sensor is then compared with the predicted operating range. Again, if the reading from the dependent sensor is out of the expected range, an alarm may be sounded.
1. A method of monitoring sensors comprising:
determining whether the sensor is an independent sensor or a dependent sensor;
establishing a first selected operating range for each independent sensor;
comparing a reading from the sensor with the first selected operating range if the sensor is an independent sensor;
using a reading from each independent sensor to determine a second selected operating range for each dependent sensor if the reading from the independent sensor is within the first selected operating range; and
comparing a reading from the sensor with the second selected operating range if the sensor is a dependent sensor.
2. The method of claim 1 , wherein the sensor is used in a power plant monitoring system.
3. The method of claim 1 , wherein the determination of whether the sensor is an independent sensor or a dependent sensor is made by an individual.
4. The method of claim 1 , wherein the determination of whether the sensor is an independent sensor or a dependent sensor is made by using a statistical analysis of data collected by the sensor.
5. The method of claim 1 , wherein a statistical model is used to compare the reading from the sensor with the first selected operating range if the sensor is an independent sensor.
6. The method of claim 1 , wherein a statistical model is used to compare the reading from the sensor with the second selected operating range if the sensor is a dependent sensor.
7. The method of claim 1 , further comprising indicating an alarm if the reading from the independent sensor is outside the first selected operating range; indicating an alarm if the reading from the dependent sensor is outside the second selected operating range; or both.
8. A computer readable medium embodying instructions executable by a processor to perform a method for monitoring sensors, the method steps comprising:
determining whether the sensor is an independent sensor or a dependent sensor;
establishing a first selected operating range for each independent sensor;
comparing a reading from the sensor with the first selected operating range if the sensor is an independent sensor;
using a reading from each independent sensor to determine a second selected operating range for each dependent sensor if the reading from the independent sensor is within the first selected operating range; and
comparing a reading from the sensor with the second selected operating range if the sensor is a dependent sensor.
9. The machine-readable storage of claim 8 , wherein the sensor is used in a power plant monitoring system.
10. The machine-readable storage of claim 8 , wherein the determination of whether the sensor is an independent sensor or a dependent sensor is made by using a statistical analysis of data collected by the sensor.
11. The machine-readable storage of claim 8 , wherein a statistical model is used to compare the reading from the sensor with the first selected operating range if the sensor is an independent sensor.
12. The machine-readable storage of claim 8 , wherein a statistical model is used to compare the reading from the sensor with the second selected operating range if the sensor is a dependent sensor.
13. The machine-readable storage of claim 8 , wherein the machine-readable storage is able to perform the step of indicating an alarm if the reading from the independent sensor is outside the first selected operating range; indicating an alarm if the reading from the dependent sensor is outside the second selected operating range; or both.
14. A system for detecting fault in a sensor comprising:
a determinator for determining whether the sensor is an independent sensor or a dependent sensor;
a first system for determining a first selected operating range;
a first mechanism for comparing a reading from the sensor with the first selected operating range if the sensor is an independent sensor;
a second system for determining a second selected operating range for each dependent sensor if the reading from the independent sensor is within the first selected operating range;
a second mechanism for comparing a reading from the sensor with the second selected operating range if the sensor is a dependent sensor.
15. The system of claim 14 , wherein the sensor is used in a power plant monitoring system.
16. The system of claim 14 , wherein the determinator is a statistical analysis of data collected by the sensor.
17. The system of claim 14 , wherein the first mechanism is a statistical model.
18. The system of claim 14 , wherein the second mechanism is a statistical model.
19. The system of claim 14 , further comprising an alarm.