Estimation of wind power plant power generation

How to estimate the power generation of a cluster of wind turbines?

A novel model using ANN is proposed to estimate the power generation of a cluster of wind turbines. The ANN-wake-power model is developed through six steps. Considering wake interactions between wind turbines, a two-dimensional wake model is adopted to estimate the wake effect.

Can a wind turbine model estimate total power generation?

The model can estimate the total power generation of wind turbines for given wind speeds, wind directions, and yaw angles. A case study has been conducted to introduce the modelling process. The experimental data of five wind turbines from an operating wind farm have been used to train and evaluate the model.

How Ann can be used to estimate power generation of wind turbines?

ANN technology can map input vectors to the corresponding output vector without assuming any fixed relationship between them . For a specific task, a well-trained ANN model can compete with a comprehensive physical model . In this study, ANN is adopted to estimate the power generation of wind turbine and wind farm.

How to calculate the cost of a wind turbine?

Economical Analysis of the Data One of the most important studies that have to be carried out while establishing a wind turbine to a region is the calculation of kWh power cost. Generally, the cost of one wind power project per kWh is found by proportioning the annual total cost to the annual power generation amount.

What is the capacity factor of a wind power plant?

The capacity factor, which is the most important parameter during the definition of wind energy potential of one region, is identified as the proportion of energy generated by a wind power plant to the energy that has to be generated at nominal power .

How do you calculate the equivalent inertia of a wind power plant?

Only [17, 18], by = considering the total active power supplied and the ROCOF – referred to (13) –, estimate the equivalent inertia as a combination of rotational and virtual inertias as were expressed in HR, eq HV, eq (7). Fig. 9 compares the equivalent inertia with and without frequency controls from wind power plants in Scenario 4.