Determining icing condition using mechanical wind sensor
Embodiments herein describe a method and associated controller for a wind turbine. The method comprises determining one or more characteristics of a sensor signal received from a mechanical sensor of the wind turbine; determining, based on the one or more characteristics of the sensor signal, an icing condition of the wind turbine; and controlling operation of one or more wind turbine systems based on the determined icing condition.
1. A controller for a wind turbine, the controller comprising:
one or more computer processors; and
a memory comprising computer-readable code that, when executed using the one or more computer processors, performs an operation comprising:
determining one or more characteristics of a sensor signal received from a mechanical sensor of the wind turbine, wherein the one or more characteristics of the sensor signal indicate ice accumulation on the mechanical sensor;
determining that ice is accumulating on the wind turbine based on the one or more characteristics of the sensor signal indicating ice accumulation on the mechanical sensor; and
controlling an operation of one or more wind turbine systems in response to determining that ice is accumulating on the wind turbine.
2. The controller of claim 1 , wherein the sensor signal comprises one of a wind speed signal and a wind direction signal.
3. The controller of claim 1 , wherein determining one or more characteristics of the sensor signal comprises:
determining frequency information included in the sensor signal.
4. The controller of claim 3 , wherein determining one or more characteristics of the sensor signal further comprises one or more of:
determining whether a predefined percentage of power included in the sensor signal occurs below or above a predefined threshold frequency;
determining whether the power included in the sensor signal exceeds a predefined amplitude at a predefined frequency;
determining whether the power included in the sensor signal exceeds a predefined amplitude within a predefined frequency interval;
determining whether an average power included in the sensor signal exceeds a predefined amplitude within a predefined frequency interval;
determining a largest frequency value or a largest frequency interval in which an amplitude of the power included in the sensor signal exceeds a predefined amplitude;
determining a ratio of a first average value of power included in a first frequency interval to a second average value of power included in a second frequency interval; and
determining a shape of the power included in the sensor signal.
5. The controller of claim 1 , wherein determining one or more characteristics of the sensor signal comprises:
determining a moving standard deviation of the sensor signal.
6. The controller of claim 1 , further comprising determining whether an accumulation of ice on the wind turbine is increasing or decreasing.
7. The controller of claim 1 , wherein determining one or more characteristics of the sensor signal is performed relative to a reference signal.
8. A method comprising:
determining one or more characteristics of a sensor signal received from a mechanical sensor of a wind turbine, wherein the one or more characteristics of the sensor signal indicate ice accumulation on the mechanical sensor;
determining that ice is accumulating on the wind turbine based on the one or more characteristics of the sensor signal indicating ice accumulation on the mechanical sensor; and
controlling an operation of one or more wind turbine systems in response to determining that ice is accumulating on the wind turbine.
9. The method of claim 8 , wherein the sensor signal comprises one of a wind speed signal and a wind direction signal.
10. The method of claim 8 , wherein determining one or more characteristics of the sensor signal comprises:
determining frequency information included in the sensor signal.
11. The method of claim 10 , wherein determining one or more characteristics of the sensor signal further comprises one or more of:
determining whether a predefined percentage of power included in the sensor signal occurs below or above a predefined threshold frequency;
determining whether the power included in the sensor signal exceeds a predefined amplitude at a predefined frequency;
determining whether the power included in the sensor signal exceeds a predefined amplitude within a predefined frequency interval;
determining whether an average power included in the sensor signal exceeds a predefined amplitude within a predefined frequency interval;
determining a largest frequency value or a largest frequency interval in which an amplitude of the power included in the sensor signal exceeds a predefined amplitude;
determining a ratio of a first average value of power included in a first frequency interval to a second average value of power included in a second frequency interval; and
determining a shape of the power included in the sensor signal.
12. The method of claim 8 , wherein determining one or more characteristics of the sensor signal comprises:
determining a moving standard deviation of the sensor signal.
13. The method of claim 8 , further comprising determining whether an accumulation of ice on the wind turbine is increasing or decreasing.
14. The method of claim 8 , wherein determining one or more characteristics of the sensor signal is performed relative to a reference signal.
15. A wind turbine, comprising:
a tower;
a nacelle disposed on the tower;
a plurality of wind turbine components;
one or more wind turbine systems configured to control one or more of the plurality of wind turbine components;
one or more mechanical sensors; and
a control system communicatively coupled to the one or more mechanical sensors and the one or more wind turbine systems, the control system configured to perform an operation, comprising:
determining one or more characteristics of a sensor signal received from at least one of the one or more mechanical sensors, wherein the one or more characteristics of the sensor signal indicate ice accumulation on the one or more mechanical sensors;
determining that ice is accumulating on the wind turbine based on the one or more characteristics of the sensor signal indicating ice accumulation on the one or more mechanical sensors; and
controlling an operation at least one of the one or more wind turbine systems in response to determining that ice is accumulating on the wind turbine.
16. The wind turbine of claim 15 , wherein the sensor signal comprises one of a wind speed signal and a wind direction signal.
17. The wind turbine of claim 15 , wherein determining one or more characteristics of the sensor signal comprises determining a moving standard deviation of the sensor signal.
18. The wind turbine of claim 15 , wherein determining one or more characteristics of the sensor signal comprises:
determining frequency information included in the sensor signal.
19. The wind turbine of claim 18 , wherein determining one or more characteristics of the sensor signal further comprises one or more of:
determining whether a predefined percentage of power included in the sensor signal occurs below or above a predefined threshold frequency;
determining whether the power included in the sensor signal exceeds a predefined amplitude at a predefined frequency;
determining whether the power included in the sensor signal exceeds a predefined amplitude within a predefined frequency interval;
determining whether an average power included in the sensor signal exceeds a predefined amplitude within a predefined frequency interval;
determining a largest frequency value or a largest frequency interval in which an amplitude of the power included in the sensor signal exceeds a predefined amplitude;
determining a ratio of a first average value of power included in a first frequency interval to a second average value of power included in a second frequency interval; and
determining a shape of the power included in the sensor signal.