Introduction
============
The Wind Energy Toolbox (or ``wetb``, pronounce as wee-tee-bee) is a
collection of Python scripts that facilitate working with (potentially a
lot) of HAWC2, HAWCStab2, FAST or other text input based simulation
tools.
Note that this toolbox is very much a WIP (work in progress). For
example, some of the functions in the `prepost <#prepost>`__ module have
a similar functions in `Hawc2io <wetb/hawc2/Hawc2io.py>`__. These
different implementations will be merged in due time.
How to create HAWC2 DLB's and run them on a cluster
===================================================
The process of how to generated, run and post-process a design load
basis (DLB) of HAWC2 simulations on a DTU Wind Energy cluster is
outlined in more detail in the documentation:
- `Auto-generation of Design Load Cases <docs/howto-make-dlcs.md>`__
- `House rules mimer/hawc2sim and HAWC2 folder
structure <docs/houserules-mimerhawc2sim.md>`__
- `Generate DLB spreadsheets <docs/generate-spreadsheet.md>`__
- `How to use the Statistics DataFrame <docs/using-statistics-df.md>`__
You can also use the Pdap for post-processing, which includes a MS Word
report generator based on a full DLB, a GUI for easy plotting of HAWC2
result files, and a Python scripting interface:
- `Pdap <http://www.hawc2.dk/Download/Post-processing-tools/Pdap>`__
- `Pdap
report/docs <http://orbit.dtu.dk/en/publications/post-processing-of-design-load-cases-using-pdap%28827c432b-cf7d-44eb-899b-93e9c0648ca5%29.html>`__
Works with Python 2 and Python 3
================================
This module is tested for Python 2 and 3 compatibility, and works on
both Windows and Linux. Testing for Mac is on the way, but in theory it
should work. Python 2 and 3 compatibility is achieved with a single code
base with the help of the Python module
`future <http://python-future.org/index.html>`__.
Switching to Python 3 is in general a very good idea especially since
Python 3.5 was released. Some even dare to say it `is like eating your
vegetables <http://nothingbutsnark.svbtle.com/porting-to-python-3-is-like-eating-your-vegetables>`__.
So if you are still on Python 2, we would recommend you to give Python 3
a try!
You can automatically convert your code from Python 2 to 3 using the
`2to3 <https://docs.python.org/2/library/2to3.html>`__ utility which is
included in Python 2.7 by default. You can also write code that is
compatible with both 2 and 3 at the same time (you can find additional
resources in `issue
1 <https://gitlab.windenergy.dtu.dk/toolbox/WindEnergyToolbox/issues/1>`__).
Dependencies
============
- `numpy <http://www.numpy.org/>`__
- `cython <http://cython.org/>`__
- `scipy <http://scipy.org/scipylib/>`__
- `pandas <http://pandas.pydata.org/>`__
- xlrd and xlwt from `python-excel <http://www.python-excel.org/>`__
- `openpyxl <http://openpyxl.readthedocs.org/en/default/>`__
- h5py
- `matplotlib <http://matplotlib.org/>`__
- `pytables <http://www.pytables.org/>`__
- `pyscaffold <http://pyscaffold.readthedocs.org/en/>`__
- pytest, pytest-cov
- six, `future <http://python-future.org/index.html>`__
Installation
============
Detailed installation instructions, including how to install Python from
scratch, are described in the `detailed installation
manual <docs/install-manual-detailed.md>`__.
If you know what you are doing, you can install as a package as follows:
::
python setup.py install
Or in development mode, install from your working directory
::
pip install -e ./
Or create a binary wheel distribution package with:
::
python setup.py bdist_wheel -d dist
Tests
=====
Only a small part of the code is covered by unittests currently. More
tests are forthcoming.
Contents of WindEnergyToolbox, `wetb <wetb>`__
==============================================
Overview
~~~~~~~~
- `hawc2 <#hawc2>`__
- `gtsdf <#gtsdf>`__
- `fatigue\_tools <#fatigue_tools>`__
- `wind <#wind>`__
- `dlc <#dlc>`__
- `prepost <#prepost>`__
- `fast <#fast>`__
- `utils <#utils>`__
`hawc2 <wetb/hawc2>`__
~~~~~~~~~~~~~~~~~~~~~~
- `Hawc2io <wetb/hawc2/Hawc2io.py>`__: Read binary, ascii and flex
result files
- `sel\_file <wetb/hawc2/sel_file.py>`__: Read/write \*.sel (sensor
list) files
- `htc\_file <wetb/hawc2/htc_file.py>`__: Read/write/manipulate htc
files
- `ae\_file <wetb/hawc2/ae_file.py>`__: Read AE (aerodynamic blade
layout) files
- `pc\_file <wetb/hawc2/pc_file.py>`__: Read PC (profile coefficient)
files
- `shear\_file <wetb/hawc2/shear_file.py>`__: Create user defined shear
file
- `at\_time\_file <wetb/hawc2/at_time_file.py>`__: Read at
output\_at\_time files
- `log\_file <wetb/hawc2/log_file.py>`__: Read and interpret log files
- `ascii2bin <wetb/hawc2/ascii2bin>`__: Compress HAWC2 ascii result
files to binary
`gtsdf <wetb/gtsdf>`__
~~~~~~~~~~~~~~~~~~~~~~
General Time Series Data Format, a binary hdf5 data format for storing
time series data. - `gtsdf <wetb/gtsdf/gtsdf.py>`__: read/write/append
gtsdf files - `unix\_time <wetb/gtsdf/unix_time.py>`__: convert between
datetime and unix time (seconds since 1/1/1970)
`fatigue\_tools <wetb/fatigue_tools>`__
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
- `fatigue <wetb/fatigue_tools/fatigue.py>`__: Rainflow counting, cycle
matrix and equivalent loads
- `bearing\_damage <wetb/fatigue_tools/bearing_damage.py>`__: Calculate
a comparable measure of bearing damage
`wind <wetb/wind>`__
~~~~~~~~~~~~~~~~~~~~
- `shear <wetb/wind/shear.py>`__: Calculate and fit wind shear
`dlc <wetb/dlc>`__
~~~~~~~~~~~~~~~~~~
Module for working with "Design load cases" (Code independent) -
`high\_level <wetb/dlc/high_level.py>`__ Class for working with the
highlevel dlc excell sheet
`prepost <wetb/prepost>`__
~~~~~~~~~~~~~~~~~~~~~~~~~~
Module for creating an arbitrary number of HAWC2 simulations, and
optionally corresponding execution scripts for a PBS Torque cluster
(Linux), simple bash (Linux), or Windows batch scripts. A
post-processing module is also included that calculates statistical
parameters, performs rainflow counting for fatigue load calculations,
and create load envelopes.
Additional documentation can be found here:
- `Auto-generation of Design Load Cases <docs/howto-make-dlcs.md>`__
- `How to use the Statistics DataFrame <docs/using-statistics-df.md>`__
`fast <wetb/fast>`__
~~~~~~~~~~~~~~~~~~~~
Tools for working with NREL's FAST code (An aeroelastic computer-aided
engineering (CAE) tool for horizontal axis wind turbines) -
`fast\_io <wetb/fast/fast_io.py>`__: Read binary and ascii result files
`utils <wetb/utils>`__
~~~~~~~~~~~~~~~~~~~~~~
Other functions - `geometry <wetb/utils/geometry.py>`__: Different kind
of geometry conversion functions -
`process\_exec <wetb/utils/process_exec.py>`__: Run system command in
subprocess - `timing <wetb/utils/timing.py>`__: Decorators for
evaluating execution time of functions -
`caching <wetb/utils/caching.py>`__: Decorators to create cached
(calculate once) functions and properties
Note
====
This project has been set up using PyScaffold 2.5. For details and usage
information on PyScaffold see http://pyscaffold.readthedocs.org/.