.. _advanced_examples:

Advanced Examples
===================

These examples are a collection of Jupyter notebooks for demonstrating bits
of code. You can look at them in your web browser, or if you click on the
"Try this yourself" link at the top of the page, you can run the notebook
off of your personal Google account. Alternatively, the source code for the
notebooks is `here on GitLab <https://gitlab.windenergy.dtu.dk/TOPFARM/TopFarm2/tree/master/docs/notebooks>`_.

You can also `launch them via Binder <https://mybinder.org/v2/git/https%3A%2F%2Fgitlab.windenergy.dtu.dk%2FTOPFARM%2FTopFarm2.git/HEAD>`_ where no user account is required.

In this section, more complex configurations for wind farm optimization are shown. These allow the user to get insights into TOPFARM's capabilities when it comes to solving challenging optimization problems.

.. toctree::
    :caption: Contents
    :maxdepth: 1

    notebooks/hub_height_optimization
    notebooks/unconstrained_wake_steering
    notebooks/roads_and_cables
    notebooks/wake_steering_and_loads
    notebooks/layout_and_loads
    notebooks/bathymetry
    notebooks/exclusion_zones
    notebooks/MongoDB_recorder
    notebooks/regular_grid_optimization
    notebooks/nested_optimization_type_and_positions
    notebooks/example_randomize_type_and_position_with_specific_boundaries
    notebooks/smart_start_with_predefined_types
    notebooks/sgd_slsqp_comparison
    notebooks/smart_start_types
    notebooks/neighbouring_turbines