Wind Turbine System Identification

Use system Identification techniques to predict power generation from wind turbine.

Description

The goals of this project are to:
o Used ERA to investigate/estimate model order (degree) and State Space Model
o Compare Power Curves of identified model and Manufactures specifications
o Estimated/predicted output power based on wind speed input (ARX and ARMAX)
o Identify a SkyStream3.7 Wind turbine
o Used Optimal Filtering (Kalman Filter) for improved state prediction
 RPM and kW

• Required Products: Optimization Toolbox
• MATLAB release: MATLAB 7.5 (R2007b)

[Erdal Bizkevelci]

 

[Tim Davis]

Minor comment. You have a large data file called "Turbinedata_sky.m", which is not actually an m-file. I suggest you rename it to "Turbinedata_sky.txt" instead.