A collection of MATLAB tools developed for use with OpenFAST, including readers/writers (input/output), various utilities, and a MATLAB®-based postprocessor for Multi-Blade Coordinate transformation of wind turbine state-space models.
From a command line:
git clone https://github.com/OpenFAST/matlab-toolbox
From a MATLAB command window:
addpath( genpath('AbsolutePathToToolbox') )
where AbsolutePathToToolbox is the name of the absolute path where you cloned this toolbox.
Adding this command to your MATLAB startup.m file will make sure these tools are avalible every time you
use MATLAB.
The scripts are organized in the following folders:
Campbell: contains scripts to produce a Campbell diagram (work in progress, see here.ConvertFASTversions:scripts to convert input files from different versions of OpenFAST (in particular FAST7 and FAST8, some scripts are not up to date for the latest OpenFAST)data: Data used to test the different scriptsFAST2MATLABandMATLAB2FAST: scripts to read and write FAST input filesio: input-output scripts. (NOTE: a lot of input output scripts are still inUtilities) (see examples)MBC: scripts to perform the multi-blade coordinate transformation (see here)Plots: plotting scriptsProgrammingTools: tools for OpenFAST developersUtilities: miscellaneous tools used in the library (see examples).math: generic mathematical tools used in the library_ExampleData: data used in some examples (e.g. the Campbell Diagram example)
The content of some of these folders are described below.
Tools to generate a Campbell diagram are provided in the Campbell folder.
The scripts are operational but are still considered work in progress as they require the user to be quite familiar with OpenFAST and the linearization process.
The mode identification is not fully automated, and the user will have to perform a manual modification of the XLS or CSV file ("Modes_ID" tab or file).
The following example script is provided:
Campbell/examples/runCampbell.m
This script requires OpenFAST 2.3.
Before additional documentation is provided, some answers may be found in the following link:
The trim option has been introduced in the dev branch of OpenFAST in August 2020. Limited documentation and support is currently provided.
The following example script is provided:
Campbell/examples/runCampbell_Trim.m
This script requires OpenFAST 2.3 dev (August 2020).
Before additional documentation is provided, some answers may be found in the following links
Mode shape visualization has been introduced in the dev branch of OpenFAST in August 2020. Limited documentation and support is currently provided.
The following example script is provided:
Campbell/examples/runCampbell_Trim.m
This script requires OpenFAST 2.3 dev (August 2020).
Before additional documentation is provided, some answers may be found in the following links:
-
VTK visualization: this describe the underlying steps to produce the visualization. These steps are not required when running the example scripts since these steps have been wrapped by some matlab function. Yet, it is still necessary to install paraview-python, and this documentation is useful to understand the process.
MBC is a set of MATLAB scripts that performs multi-blade coordinate transformation (MBC) on wind turbine system models. The dynamics of wind turbine rotor blades are conventionally expressed in rotating frames attached to the individual blades. The tower-nacelle subsystem sees the combined effect of all rotor blades, not the individual blades. This is because the rotor responds as a whole to excitations such as aerodynamic gusts, control inputs, and tower-nacelle motion—all of which occur in a nonrotating frame. MBC helps integrate the dynamics of individual blades and express them in a fixed (nonrotating) frame.
MBC is mandatory to controls and stability analyses—erroneous predictions can result otherwise. A novel feature of this MBC code is that it can handle variable-speed operation and turbines with dissimilar blades. Depending on the analysis objective, a user may generate system models either in the first-order (state-space) form or the second-order (physical-domain) form. MBC3 can handle both types of system models. Key advantages of MBC are: capturing cumulative dynamics of the rotor blades and its interaction with the tower-nacelle subsystem, well-conditioning of system matrices by eliminating non-essential periodicity, and filtering operation.
The MBC scripts were updated to functions and modified to deal with some changes in OpenFAST linearizaton for BeamDyn. The old scripts have been moved
to the Source\old directory. The new functions can be called with
[mbc_data, matData, FAST_linData] = fx_mbc3( FileNames )
where the returned data structures are:
mbc_data: the MBC3-transformed datamatData: the data from calling fx_getMatsFAST_linData: the raw data stored in the OpenFAST linearization files
After the MBC3 transformation, the campbell_diagram_data function can be called to help analyze modes:
[CampbellData] = campbell_diagram_data(mbc_data, BladeLen, TowerLen, xlsFileName)
Note that the blade and tower lengths are inputs to this function. Also, if the optional xlsFileName is used, the CampbellData is written to an Excel
file, which can be useful for analyzing the results.
Various utilities used by other scripts. Examples are:
- run OpenFAST simulations.
- read OpenFAST input files
- read OpenFAST output files
See examples