Method for operating a wind turbine generator
View Patent ↗A method for modifying the power output of a wind turbine generator. The power output of a wind turbine generator can be modified based on the rate of fatigue and/or damage calculated for components within the wind turbine generator. Damage and/or fatigue can be calculated based on current or predicted future operating conditions. The turbine operation can be modified if the cost of damage and/or cost of fatigue is less than a value for the electricity produced. In this case, the rate of fatigue is calculated using models of the wind turbine generator or its components, where the model may be based on a metamodel or by an Equivalent Operating Hours approach.
1. A method for modifying operation of a wind turbine generator supplying electricity to a grid by combining a life model and cost information, comprising:
obtaining wind parameters by:
predicting incoming wind parameters before the predicted incoming wind parameters are experienced by the wind turbine generator using at least a measurement device mounted away from the wind turbine generator;
predicting future operating conditions of the wind turbine generator, wherein the predicted operating conditions are associated with the predicted wind parameters;
calculating an amount of fatigue and/or damage predicted to be caused to one or more components of the wind turbine generator during a time of running the wind turbine generator under the predicted operating conditions,
wherein the one or more components of the wind turbine generator comprise one or more of a gearbox, bearings, a generator, blades, a drivetrain, couplings, a nacelle baseplate, a tower, foundations, a hub, a blade pitch system, a yaw system, and power electronics, and
wherein the calculating of the amount of fatigue and/or damage comprises using the life model;
calculating a proportion of total life consumed by the wind turbine generator or the one or more components of the wind turbine generator under the predicted operating conditions from the amount of fatigue and/or damage;
calculating a cost per unit time of running a component of the wind turbine generator under the predicted operating conditions from the proportion of total life consumed;
comparing the calculated cost per unit time of running the component of the wind turbine generator under the predicted operating conditions with a spot price of electricity, wherein the spot price of electricity is a market value per unit time of electricity generated by the wind turbine generator and supplied to the grid; and
after the comparison,
increasing future power output of the wind turbine generator when the cost per unit time of running the component of the wind turbine generator under the predicted operating conditions is less than the spot price;
reducing the future power output when the cost per unit time of running the component of the wind turbine generator under the predicted operating conditions is greater than the spot price; and
maintaining the future power output when the cost per unit time of running the component of the wind turbine generator under the predicted operating conditions is similar to the spot price,
wherein operation of the wind turbine generator is improved in that a cost of generating electricity by the wind turbine generator does not exceed a revenue gained from selling the electricity generated by the wind turbine generator.
2. The method according to claim 1 , wherein the life model comprises:
a nominal model of the wind turbine generator or a component thereof;
a model unique to the wind turbine generator or a component thereof including information on one or more manufacturing variations of one or more components of the wind turbine generator; or
one or more meta-models, wherein the one or more meta-models are specific for each of the one or more components of the wind turbine generator.
3. The method according to claim 1 , wherein the life model comprises an Equivalent Operating Hours (EOH) model.
4. The method according to claim 1 , wherein the predicted incoming wind parameters are provided from information comprising one or more of: weather forecasts, seasonal variation, statistics from previous operations, statistics from current operations, and met-mast sensor data.
5. The method according to claim 1 , wherein the market value per unit time of electricity generated by the wind turbine generator is a current or forecasted electricity market spot price.
6. The method according to claim 1 wherein the wind parameters include one or more of incoming wind speed, wind turbulence, wind gusts and wind direction.
7. The method according to claim 6 wherein the step of predicting wind parameters is done using LIDAR mounted away from the wind turbine generator, wherein the LIDAR is the measurement device.
8. The method according to claim 1 wherein the step of predicting wind parameters is done using sensors mounted away from the wind turbine generator, wherein the sensors is the measurement device.
9. The method according to claim 1 wherein the predicted operating conditions include one or more of torque, speed, force, moment, displacement, power, voltage, current, strain, vibration, temperature, wind speed, wind turbulence, and wind direction.
10. The method according to claim 1 wherein the components include one or more of gearbox, bearings, generator, blades, drivetrain, couplings, nacelle baseplate, tower, foundations, hub, blade pitch system, yaw system, and power electronics.