* Make changes such that test_ct passes in 4d

* Set axial_induction() and test to 4d

* fix test_rotor_velocity_yaw_correction to 4d

* test_rotor_velocity_tilt_correction to 4d

* test_compute_tilt_angles_for_floating_turbines 4d

* Add simple cubature test which passes in 5d

* Add test of cubit cubuture which passes in 4d

* Convert cubature functions to 4d

* Change sample to findex, n_findex

* add N_FINDEX to conftest

* convert farm and unit_tests to 4D

* Delete non-input from docstring

* Add test for 5d reverse rotation and ruff format

* convert utilties and tests to 4d

* Reset formatting

* rem N_WIND_D/S in favor of N_FINDEX in conftest.py

* Clean up some commented code

* Clean up commented code

* fix turbine_type_map in unit test

* fix turbine_type_map size

* revert wind speed and direction tests

* fix doubled code block

* Clean up comments

* Clean up typos

* A few more typos

---------

Co-authored-by: Rafael M Mudafort <[email protected]>

* update reg_tandem to mimic Jensen.

* Partway through solve; commiting to realign with 4d.

* Tandem reg test passing.

* Updated reg tests; all pass.

* Adding reg test for yaw_added_mixing; final values not yet in.

* Removing 5th dim

* Update print_test_values for 4d; add optional max findex to print.

* yaw_added_recovery test updated to include default 0 gain and nonzero gain.

# Conflicts:
#	floris/simulation/flow_field.py
#	tests/turbine_unit_test.py

* initial commit

* first pass edit of 01 example

* ruff formatting

* bugfix

* bugfix

* Convert to 4d

* correct docstrings

* fix docstring

* convert tests to 4d

* back to gch

* Update conditions to evaluate block to 4d

* fix floris_interface test and add power tests

* Add shape test

* Update example 04

* Convert 05

* Update 06 to 4d

* Update 09 to 4D

* Update 18 to 4d

* Update 21 to 4d

* Update 22 to 4d

* convert 24 to 4d

* remove wind speed from call to PointsGrid

* change PointsGrid to 4d

* change call to set_tilt to pass n_findex

* Update comment

* start fixing

* Remove todo

* Remove todo

* Clean up some comments

* More comment clean up

---------

Co-authored-by: Rafael M Mudafort <[email protected]>

* update turbopark solver for 4D

* update turbopark model for 4D

* update turbopark regression test for 4D

* Update regression test API

---------

Co-authored-by: Rafael M Mudafort <[email protected]>

* Fix API in an example

* Fix index in rotor visualization method

* Fix inconsistent wind condition arrays

* Describe 4D arrays in Getting Started docs

* Clarify description of setting atmospheric conditions

* Update wind condition broadcast for turbine tests

The inputs changed in conftest but this wasn’t updated

* Update multidimensional turbine module for 4D arrays

* Update multidimensional example API’s

* Unit test bug fix

* Remove a few missed extra dimensions

Convert core data structures and tools to use 4D arrays

* add power to 5MW model, matches https://github.com/NREL/floris/blob/main/floris/turbine_library/nrel_5MW.yaml with extension for before cut in and after cut out. Rename thrust field.

* Removing Cp interp and replacing with direct power interp; updating thrust_coefficient key name.

* Convert to W for power_interp; remove ref air density from power calc (tests need updating yet).

* Minor updates for plot axes---contains temporary limitation to NREL 5MW turbine only, will remove prior to merge into v4 branch.

* Updating 15mw based on https://github.com/IEAWindTask37/IEA-15-240-RWT/blob/master/Documentation/IEA-15-240-RWT_tabular.xlsx

* 10mw updated.

* Updating turbine curve conversion utility and example.

* Utility for converting from v3 turbine models to v4.

* Ruff and isort.

* Changing names to check out v3 versions.

* Renaming again...

* Converting old models over.

* So that tests run, using v4 5MW.

* Updates to test_build_turbine_dict.

* Updating conftest, test_power() to reflect absolute power in turbine yaml.

* air density removed from power() calls in reg tests.

* Reinstating accidentally overwritten file.

* Convert from `ref_density_cp_ct` to `ref_air_density`.

* `ref_tilt` replaces `ref_tilt_cp_ct`

* Ruff, isort; remove AIR_DENSITY from turbine_unit_test.test_power().

* Clearing empty lines.

* Check for smoothness; not yet passing `smooth enough` test.

* Tests passing for smoothness.

* Converter prints warning if nonsmooth; added handling for no R4.

* Update build_turbine_dict test for clarity and simplicity. Ruff, isort.

* Bugfixes in example after semantic changes to build_turbine_dict.

* clean up example, remove deprecated inputs check in favor of generic key errors.

* add power to 5MW model, matches https://github.com/NREL/floris/blob/main/floris/turbine_library/nrel_5MW.yaml with extension for before cut in and after cut out. Rename thrust field.

* Removing Cp interp and replacing with direct power interp; updating thrust_coefficient key name.

* Convert to W for power_interp; remove ref air density from power calc (tests need updating yet).

* Minor updates for plot axes---contains temporary limitation to NREL 5MW turbine only, will remove prior to merge into v4 branch.

* Updating 15mw based on https://github.com/IEAWindTask37/IEA-15-240-RWT/blob/master/Documentation/IEA-15-240-RWT_tabular.xlsx

* 10mw updated.

* Updating turbine curve conversion utility and example.

* Utility for converting from v3 turbine models to v4.

* Ruff and isort.

* Changing names to check out v3 versions.

* Renaming again...

* Converting old models over.

* So that tests run, using v4 5MW.

* Updates to test_build_turbine_dict.

* Updating conftest, test_power() to reflect absolute power in turbine yaml.

* air density removed from power() calls in reg tests.

* Reinstating accidentally overwritten file.

* Convert from `ref_density_cp_ct` to `ref_air_density`.

* `ref_tilt` replaces `ref_tilt_cp_ct`

* Ruff, isort; remove AIR_DENSITY from turbine_unit_test.test_power().

* Clearing empty lines.

* Check for smoothness; not yet passing `smooth enough` test.

* Tests passing for smoothness.

* Converter prints warning if nonsmooth; added handling for no R4.

* Update build_turbine_dict test for clarity and simplicity. Ruff, isort.

* Bugfixes in example after semantic changes to build_turbine_dict.

* Moving turbine into its own simulation directory; updating names of interp functions.

* SimpleTurbine power module.

* Turbine submodule pieces.

* Added thrust coefficient to SimpleTurbine.

* Adding extra arguments to Ct(), power(), and axial_induction().

* Updating turbine_unit_test for new layout.

* Add handling for different model types.

* cosine loss model option, but currently matches simple.

* Moving velocities to own file (may need renaming).

* Temp; runs, still todo items for power().

* Now passing all the way through the power calculation.

* Updating thrust model to match power.

* Update imports in tests.

* Passing arguments as kwargs.

* cosine loss model; move various turbine parameters inside power_thrust_table; call power() and thrust_coefficient() with kwargs.

* Update tests calling power; turbine model structure.

* emg reg tests failing.'

* Jensen reg passes.

* TB reg tests pass.

* CC, gauss reg tests good.

* Fix bug in how tilt_angles are passed through.

* Turbine building utilities updated.

* removing unnecessary attributes from Farm class.'

* Updated axial_induction() keywords for consistency.

* Note to return to axial_induction() model.

* rename rotor_effective_velocity.py

* Move rotor velocity tests to individual module.

* tests for air density correction.

* add base class for turbine models; add tests.

* init test passes.

* test_power, test_Ct now passing.

* axial_induction passes.

* Remove ref_tilt argument from Ct()

* isort, ruff.

* Remove multidim utilities and their imports.

* working through example 30 to go through full multidim example.

* example 30 now runs. Can likely remove commented out code, but will leave for the time being and clean up later.

* 31 now runs.

* isort.

* End of file.

* Moving multidim functionality onto turbine.py

* Remove turbine_multi_dim.py

* Missed a reference...

* ruff, isort.

* removing unneeded TODOs.

* moving turbine utilities.

* Move multidim selector to utilities, model map to top of turbine.py

* Rename power_interp power_function throughout.

* comments for turbine.py

* Adding descriptions for the turbine submodels.

* fix end of file.

* Disclaimers and copyrights.

* removing sorting of uneeded properties from full_flow solvers.

* Inherit from correct base class.

* Turbine library updates for examples 17 and 18.

* Example 24.

* ex. 33.

* ruff.

* Return nrel_5MW.yaml to converted (rather than updated) version.

* Remove unused code

* Remove extra lines at end of file

* Move rotor velocity module up to floris.simulation

* Consolidate turbine models into one module

* Move turbine preprocessing to floris.turbine_library

* Fix line length linting and isort errors

* Update API for turbine previewer

* Prevent test file from being exported

* Bug fix in example

* Remove duplicate code

* Rename Farm setup function to reflect the data

* Move axial_induction functionality to submodels; propagate changes.

* add axial induction model tests.

* Rename Ct functions throughout.

* Update fi method call.

* Line length.

* Missed the constructors.

* Rename to .

* Remove unused library in dependencies

This was previously used for the multidimension turbine, but it has since been consolidated and flatten_dict isn't used

* Remove unused import

* Fix incorrect type hints

---------

Co-authored-by: Rafael M Mudafort <[email protected]>

* add power to 5MW model, matches https://github.com/NREL/floris/blob/main/floris/turbine_library/nrel_5MW.yaml with extension for before cut in and after cut out. Rename thrust field.

* Removing Cp interp and replacing with direct power interp; updating thrust_coefficient key name.

* Convert to W for power_interp; remove ref air density from power calc (tests need updating yet).

* Minor updates for plot axes---contains temporary limitation to NREL 5MW turbine only, will remove prior to merge into v4 branch.

* Updating 15mw based on https://github.com/IEAWindTask37/IEA-15-240-RWT/blob/master/Documentation/IEA-15-240-RWT_tabular.xlsx

* 10mw updated.

* Updating turbine curve conversion utility and example.

* Utility for converting from v3 turbine models to v4.

* Ruff and isort.

* Changing names to check out v3 versions.

* Renaming again...

* Converting old models over.

* So that tests run, using v4 5MW.

* Updates to test_build_turbine_dict.

* Updating conftest, test_power() to reflect absolute power in turbine yaml.

* air density removed from power() calls in reg tests.

* Reinstating accidentally overwritten file.

* Convert from `ref_density_cp_ct` to `ref_air_density`.

* `ref_tilt` replaces `ref_tilt_cp_ct`

* Ruff, isort; remove AIR_DENSITY from turbine_unit_test.test_power().

* Clearing empty lines.

* Check for smoothness; not yet passing `smooth enough` test.

* Tests passing for smoothness.

* Converter prints warning if nonsmooth; added handling for no R4.

* Update build_turbine_dict test for clarity and simplicity. Ruff, isort.

* Bugfixes in example after semantic changes to build_turbine_dict.

* Moving turbine into its own simulation directory; updating names of interp functions.

* SimpleTurbine power module.

* Turbine submodule pieces.

* Added thrust coefficient to SimpleTurbine.

* Adding extra arguments to Ct(), power(), and axial_induction().

* Updating turbine_unit_test for new layout.

* Add handling for different model types.

* cosine loss model option, but currently matches simple.

* Moving velocities to own file (may need renaming).

* Temp; runs, still todo items for power().

* Now passing all the way through the power calculation.

* Updating thrust model to match power.

* Update imports in tests.

* Passing arguments as kwargs.

* cosine loss model; move various turbine parameters inside power_thrust_table; call power() and thrust_coefficient() with kwargs.

* Update tests calling power; turbine model structure.

* emg reg tests failing.'

* Jensen reg passes.

* TB reg tests pass.

* CC, gauss reg tests good.

* Fix bug in how tilt_angles are passed through.

* Turbine building utilities updated.

* removing unnecessary attributes from Farm class.'

* Updated axial_induction() keywords for consistency.

* Note to return to axial_induction() model.

* rename rotor_effective_velocity.py

* Move rotor velocity tests to individual module.

* tests for air density correction.

* add base class for turbine models; add tests.

* init test passes.

* test_power, test_Ct now passing.

* axial_induction passes.

* Remove ref_tilt argument from Ct()

* isort, ruff.

* Remove multidim utilities and their imports.

* working through example 30 to go through full multidim example.

* example 30 now runs. Can likely remove commented out code, but will leave for the time being and clean up later.

* 31 now runs.

* isort.

* End of file.

* Moving multidim functionality onto turbine.py

* Remove turbine_multi_dim.py

* Missed a reference...

* ruff, isort.

* removing unneeded TODOs.

* moving turbine utilities.

* Move multidim selector to utilities, model map to top of turbine.py

* Rename power_interp power_function throughout.

* comments for turbine.py

* Adding descriptions for the turbine submodels.

* fix end of file.

* Disclaimers and copyrights.

* removing sorting of uneeded properties from full_flow solvers.

* Inherit from correct base class.

* Turbine library updates for examples 17 and 18.

* Example 24.

* ex. 33.

* ruff.

* Return nrel_5MW.yaml to converted (rather than updated) version.

* Bugfix: include generator efficiency in power calculation.

* updated defs based on FAST data.

* Include correct efficiency, coning-corrected rotor diameter.

* Moving into subdirs.

* remove test for x_20; add symlinks for nrel_5mw legacy and converted.

* Update conftests; many reg tests failing.

* Updating power outputs in turbine unit tests.

* wake model reg tests updated.

* fi, none reg tests updated.

* Remove temporary filter in 18; update rotor diameter in 32.

* Rename to converted_from_v3 for clarity.

* Remove unused code

* Remove extra lines at end of file

* Move rotor velocity module up to floris.simulation

* Consolidate turbine models into one module

* Move turbine preprocessing to floris.turbine_library

* Fix line length linting and isort errors

* Update API for turbine previewer

* Prevent test file from being exported

* Bug fix in example

* Remove duplicate code

* Rename Farm setup function to reflect the data

* Move axial_induction functionality to submodels; propagate changes.

* add axial induction model tests.

* Rename Ct functions throughout.

* Update fi method call.

* Line length.

* Missed the constructors.

* Rename to .

* Remove unused library in dependencies

This was previously used for the multidimension turbine, but it has since been consolidated and flatten_dict isn't used

* Remove unused import

* Fix incorrect type hints

* redeleting files that got mixed up on v4 merge.

* Incorporating electrical efficiency.

* Store legacy and converted v3 NREL 5MWs for testing.

* Remove archived legacy v3 models; converted models; and copies of updated models.

* Update floating turbine examples to new definition data.

* Update tests to avoid need for extra data files; currently fails due to data disconnect; update defaults in build_cosine_loss_turbine_dict to match updated NREL 5MW.

* Remove unneeded turbine models for testing; update v3 test data to match v4 NREL 5MW model and pass tests.

* Update turbine previewer with new turbine paths

* provide url to public data.

---------

Co-authored-by: Rafael M Mudafort <[email protected]>

* move files around to get started

* move files around to get started

* ignore unused in __init__ files

* Consolidate wind rose and time series into one module

* Update init

* Update tests

* Add unpack functions

* Add grid and unpack tests

* Small refactor

* Add resample function

* Test resample

* Add plot wind rose function

* Add new wind rose usage example

* Delete old code

* add super class to import

* Add a super class and inheritance

* Add wind_data to reinitialize (also ruffing)

* Show example of reinit off wind_data objects

* Update how compute 0 freq works

* Test computing all cases

* add n_findex calculation and test

* Add unpack_freq function

* Get aep using wind data

* Move unpack_for functions to super class

* simplify get_farm_AEP_with_wind_data

* Add docstrings

* bugfix

* Finalize example

* Rename module file and base class

* Add description to example explaining plan for updates.

* providing unpack() on base class; renaming example.

* Inheritance clarified; some cleanup.

* Remove copy()s (can point to same memory).

* Small fixes throughout.

* Python back compatibility type-hinting issue.

* Maintain consistent formatting

This preserves the style defined in v3 style guide (#292)

* Spell check

* Remove outdated comments

* Expand docs for wind data unit tests

* Add dimensions to doc string

* Add context to to_wind_rose test comments

* Add error to reinitialize

* Explain what happens in default cases for WindRose

* Rename price to value

* Add check on ti and  value

* Fix bin minimum

* remove wind data import

* Import WindDataBase correctly

* Spell check and formatting

---------

Co-authored-by: misi9170 <[email protected]>
Co-authored-by: Rafael M Mudafort <[email protected]>

* Remove small variations in above rated power

* Make matching change in conftest

* Updating floating turbine examples to match 5MW in turbine_library.

* Update descriptions for clarity.

---------

Co-authored-by: misi9170 <[email protected]>

…ay (#782)

* Convert turbulence_intensity to tubulence_intensities throughout the code and refactor all code to expect turbulence_intensities to be an array and not a float

* Add additional tests of turbulence intensity to confirm correct behavior of new features

*  Complete WindRose and TimeSeries handling of turbulence intensities

 * Add helper functions to WindRose and TimeSeries which allow turbulence intensities to be generated, rather than provided, as a function of wind directions and wind speeds

* Add additional examples of usage

---------

Co-authored-by: misi9170 <[email protected]>
Co-authored-by: Rafael M Mudafort <[email protected]>
Co-authored-by: Eric Simley <[email protected]>

* Establishing op model framework.

* First tests written; currently failing.

* Default behavior working.

* Rough model and tests.

* Slight improvement of docstring (still needs work).

* ruff.

* Add SimpleDeratingTurbine to TURBINE_MODEL_MAP

* start derating example

* Add derated inputs

* Add power_setpoints to calculate wake

* Remove pure formatting changes

* Remove pure formatting changes

* correct ti to array

* Add power_setpoints attribute and functions

* Call set_power_setpoints function

* Initialize power_setpoints to a very large number

* Passes tests, new example still not running.

* power_setpoints, air_density propagated through turbine function calls.

* Reg tests updated to new arguments.

* Update calls to thrust_coefficient() and axial_induction().

* Test example a bit more built out.

* Mixed model; single location for max power setpoint.

* Ruff, isort.

* Test mixed model.

* Mixed model in example."

* Allow mixed None and float values to be passed for power_setpoints.

* Remove temp code

* Propagating single default value.

* Minor cleanup.

* Example improvements.

---------

Co-authored-by: misi9170 <[email protected]>

* Adding to the wind_direction validator a test that it is 1D
* Add a wind_speed validator to test that it is 1D and the same length as wind_direction
* Adds test to confirm that making these errors in reinitialize raises value errors.
* Fixing regression test that didn't conform to this standard

* Add disable turbine to floris_interface

* Add to calculate no wake

* Add example case

* Add testing

* Add an additional test

* fix comment

* uncomment line

* Add test for yaw_angles passed.

---------

Co-authored-by: misi9170 <[email protected]>

* update yaw opt base to 4D, introducing ws_array where necessary

* update yaw opt SR to 4D, introducing ws_array where necessary

* update yaw opt scipy to 4D

* update yaw opt geometric to 4D

* update yaw opt tools to 4D

* update layout opt to 4D

* update yaw optimization examples

* update layout optimization examples

* update git workflow to re-include optimization examples

* adding example 12 back to the workflow exclusion list until parallel interface is updated

* simplifying enumerate output

* update parallel computing interface to 4d

* update parallel yaw optimization example for 4d

* remove layout symmetry code for optimization

* add ti_array to optimization where needed

* remove unneeded code in example

* Formatting fix

* updated findex labeling and added missing turbulence_intensities to reinit functions

---------

Co-authored-by: Rafael M Mudafort <[email protected]>

Co-authored-by: misha <[email protected]>

* Update license file to bsd

* Update setup file to bsd

* Update README.md

* Remove header block everywhere

* Fix end of file

* Use a consistent format for beginning files

#810 (comment)

* Wrap lines in license statements

---------

Co-authored-by: Rafael M Mudafort <[email protected]>

* Raise NotImplementedErrors instead of running unvalidated secondary effects.

* remove variables that are no longer used.

* pP -> cosine_loss_exponent_yaw throughout.

* pT -> cosine_loss_exponent_tilt throughout.

* Remove unused generator_efficiency key on turbine definitions.

* Comments updated to better explain the role of the cosine_loss_exponent_yaw.

* ruff.

* Allow cc solver to accept multidim conditions.

* Emgauss runs with mutlidim conditions.

* Remove multidim_cp_ct option.

* Remove references to multidim_cp_ct wake model.

* Add multidim capabilities to full_flow solvers.

* Turbopark solver compatibility.

* add parameters for other models to multidim input yaml for exposition.

* Add regression tests for full flow solvers

* CC full flow solver bug fix

---------

Co-authored-by: Rafael M Mudafort <[email protected]>

* remove legacy optimization code

* remove v2 legacy reader

* remove interface_utilities - show_params, get_params, etc.

* remove rews code

* remove example exceptions from CI

* remove outdated example 08

* add serial refine regression test

* add geometric yaw regression test

* add scipy yaw opt regression test

* add scipy layout opt regression test

* add parallel computing interface regression test

* updating testing names to correct test types

* remove streamlit example

* combine yaw reg tests into one test file

* Remove references to deleted files

* Use common settings for similar tests

---------

Co-authored-by: Rafael M Mudafort <[email protected]>

….run() (#823)

* Main infrastrcuture for set() -> run() paradigm on FlorisInterface.

* calculate plane methods updated; 02 example runs.

* Ruff.

* Updating examples that called reinitialize() and calculate_wake() directly.

* Update AEP methods

* yaw optimizer updates, and simpler yaw opt examples.

* Examples running with get_farm_AEP.

* Layout optimizers.

* update reinitialize calls in sample_velocity_deficit_profiles.

* Initial working implementation; update to follow.

* minimize unnecessary set() calls.

* tests for FlorisInterfacee updated; added reset_operation() method to FlorisInterface.

* Simple docstrings added.

* isort.

* adding WindTIRose class, which includes wd, ws, and ti as wind rose dimensions

* Fix a missed calculate_no_wake() call.

* adding tests for WindTIRose

* formatting wind data

* Test set / run sequences

* Update other test api’s

* Fix line length

* Small edits to comments

* fixing wind rose example plots

* Remove unused input args

* Refactor and clean up

* Bug fix in tests

* Error if calculate_wake or reinitialize are used

* Fix the bug in test_disable_turbines

* Fix whitespace

* Fix typo and docstrings

* Update docstring

* Fix formatting

* Raise error if run() called on ParallelComputingInterface.

---------

Co-authored-by: misi9170 <[email protected]>
Co-authored-by: Eric Simley <[email protected]>
Co-authored-by: Paul <[email protected]>
Co-authored-by: ejsimley <[email protected]>

* Check floris input file for v3 fields.

* turbine checks for v3.

* convert to v4 compatibility to avoid v3 deprecation errors.

* Add utility for converting floris input files from v3 to v4.

* Ruff and isort.

* absolute power copied in from nrel_5MW.

* Explain user needs to update their multidim csv file.

* Errors/printouts for attempting to convert multidimensional turbines.

* Add tests of setting yaw

* Move to the correct file

* fix dimensions

* numpy conversion on passed yaw_angles.

* Tests for power setpoints, disabling turbines, combinations.

* Switch to setter methods for yaw angles and power setpoints.

---------

Co-authored-by: misi9170 <[email protected]>

* Add TI as input for calculate plane functions

* Add to “with turbines” function

* Add tests

* Rename floris.simulation to floris.core

* Move floris.tools to top level

* Propogate name change in floris/

* Rename FlorisInterface to Floris, Floris to Core

# Conflicts:
#	floris/core/core.py

* Rename core object on Floris

* Update tests

* Update a subset of examples

* Rename floris.floris module to floris.floris_model

* Update after mergre from v4 branch

* Clean up

* .floris -> .core

* Update test nomenclature

* Update profiling nomenclature

* Update nomenclature

* Update example 01

* Update example nomenclature

* fi_subset -> fmodel_subset

* fix fi_ instances

* fix line length

* isort

* Update profiling

* Update F841 locations

* Update quality metrics

* Old refs to simulation/

* Remove bad links to old tools folder

* Examples FlorisInterface to FlorisModel updates

* Update syntax and docstrings

* Update documentation notebooks

* Add TI as input for calculate plane functions

* Add to “with turbines” function

* Update getting started notebook

* Update turbine previewer and notebook

* Update API docs file references

* Update README

* isort

* File and class name changes.

* Rename instantiated XFlorisModel objects.

* Added tests for unc+parallel model; currently failing.

* Reconfigure get_turbine_powers on UncertaintyFlorisModel for external use; access from ParallelFlorisModel.

* get_farm_AEP method updated and tested; remove cut_in and cut_out ws options.

* Ruff.

* Remove _load_local_floris_object function.

* Conform to requirement to pass turbulence_intensities.

---------

Co-authored-by: Paul <[email protected]>
Co-authored-by: misi9170 <[email protected]>

* Add functions to reshape turbine and farm power to wd x ws

* Add tests of new wind rose functions

* wind_data saved onto FlorisModel; functions partially built.

* Update tests; rename _wind_data to wind_data since optimizers may need access.

* 07 example updated (waked and no_wake match previous output).

* Remove wind_data need from layout optimizers.

* Bugfix; copy did not bring over wind_data."

* Update examples 13, 15

* Removing unneeded methods.

* Group hidden and outer get_turbine_powers methods.

* Ruff and isort.

* Add getter for wind_data.

* Rename converters to be more explicit about output.

* Updating tests.

* Copy up docstring from hidden version.

* Fix a couple more examples.

* Fix scaling on uniform frequency.

* ruff and isort.

* Log warnings when freq not provided and test.

* Update uncertain model for new paradigm

* Add test of wind rose setting

* bufgix

* change _expanded suffix to _rose to avoid confusion in UncertainFlorisModel.

* to_ methods specify class rather than suggested instantiation.

---------

Co-authored-by: Paul <[email protected]>

# Conflicts:
#	docs/api_docs.md
#	docs/floris_101.ipynb
#	docs/wake_models.ipynb

…ls for each turbine. (#856)

* adding value functions to wind_data

* adding functions to get expected and annual value in floris_model

* including value objective in layout optimization

* updating floris model integration tests for AVP

* reg test for scipy layout opt with value

* Fix docstring and a few spelling errors

* Update docstring

* updating scipy layout opt reg test results

* typo fix

* updating pyOptSparse layout optimization docstring

---------

Co-authored-by: Paul <[email protected]>

* Handling for order of set_operation model and setting layout.

* ruff.

* One more test added.

* Make set_operation public.

* Add checks for valid setpoint lengths, tests.

…ng (#872)

* remove unneeded TODOs

* Move rotor_velocity_air_density_correction to rotor_velocity.py'

* explicit about cosine term in velocity corrections for yaw and tilt.

* self.yaw_opt is being used.

* Placeholder for Helix turbine operation model with test.

* Ruff.

* Placeholder for wake effect of Helix.

* Added helix wake mixing and created two examples.

* Added examples

* Latest file updates

* Updated v4 to work with helix

* Make helix parameters tunable

* Enabling helix tuning parameters

* Conform with ruff formatting reqs.

* Isort, end of file fixes.

* helix_amplitudes into tests.

* Take out actual tests of Helix to allow testing to pass; still to do to test Helix model."

* Update example input files with enable_helix_added_recovery flag.

* Added helix turbine tests

* Added helix flow regression test

* Minor reorganize and cleanup of Helix tests.

* Added helix mixing to visualization tools

* Added example showcasing helix functionality

* Updated helix example

* Deleted old helix examples

* Added default helix tuning parameters for 5, 10 and 15MW turbine

* Update floris_model.py

Solve merge conflict between v4 and helix branch

* Formatting.

* Final tweaks to helix example

* Fix merge error.

* Remove carry-over from old package structure.

* Name change from `helix` to `awc`, addition of `awc_modes`.

* bug fix

* Sort imports.

* Remove extra mixing from awc in downstream turbines' wakes.

* test build docs from branch.

* test again.

* Typo

* test.

* operation models user reference.

* save

* Placeholder for WindData documentation.

* Ruff.

* Updates to helix example, tests, and input files based on feedback

* set_operation_model name switch

* Started v3 to v4 conversion; described set run.

* Start of explanation on conversion.

* Minor changes to helix example

* input files info.

* Wind data, op models.

* Trailing white space.

* Minor improvements.

* Typos

* Added documentation on helix turbine model

* Added documentation on helix added wake mixing

* Finalize text on active wake mixing

* Remove trailing whitespace.

* Minor updates to Helix docs

* save

* remove comma after math

* Add wind data notebook

* Bug fix

* Minor changes

* Ignore examples within docs

* Add jobs to automatically build out examples

* Add script to convert examples to notebooks

* Resolving final comments

* trigger

* Try to fix copy

* Deleted commented code

* Update example to use new set_operation_model method.

* Minor improvements.

* Fix headings

* Helix example moved to examples_control_types

* Force doc rebuild

* More version updates

* Fixed to autobuild

* Don't test example converting script

* Increase jupyter book timeout

* Remove filedir lines

* force book

* Give more time

* Added warnings when models other than EmGauss are used

* Improve formatting

* bugfix

* more value discussion in wind_data docs notebook

* Bugfix in check of awc and vel_model.

* Handling for case when operation_model not specified; move tilt deflection examples to floating examples folder.

* Fix whitespace issue

* resave wind_data

* Update _config.yml/g-tag

* force build

* fix turbine previewer

* update landing page and installation.

* Comments formatted in gch and nrel_5mw for docs printing.

* Remove examples index in favor of automatic building.

* floris.tools -> floris, floris.simulation -> floris.core

* Point trigger back to develop.

---------

Co-authored-by: Joeri Frederik <[email protected]>
Co-authored-by: Frederik <[email protected]>
Co-authored-by: jfrederik-nrel <[email protected]>
Co-authored-by: Paul <[email protected]>
Co-authored-by: Eric Simley <[email protected]>

… methods (#868)

* remove yaw angles argument; switch to deepcopies.

* No longer allowed to pass wd, ws, ti---instead, specify a findex (or set a single ws, wd, ti).

* Remove erroneous type hints.

* update tests.

* Ruff formatting.

* Update examples. Note that previous calculate_XX_planes altered the rotor_diameters field on fmodel.

* Update Helix viz.

* calculate_horizontal_plane_with_turbines now consistent with calculate_horizontal_plane.

* remove now-redundant check_wind_condition_for_viz

* Clean up TODOs and docstrings.

* deflection_rate = 22.

* Update reg tests.

* Update Helix reg test for new default deflection_rate.

* Resampling inplace (default true).

* Change default for inplace to False; clean up slightly.

* Wind rose plot defaults to bins specified.

* Simplify plot() and resample() methods.

* Missed a couple of places in renaming.

* Change "resample" to aggregate and add a resample_by_interpolation

* Better warnings

* value error

* typo

* updating some wind_data docstrings

* Add aggregation and interpolation functions

* bugfix

* Fix spelling

* Update example 003

* But fix in plot

* Fix plotting and nomenclature

* Add to 03 example

* Start fixing wind data

* Re-add value functions to time series

* Update wind data notebook

* Add interpolated resampling to windTIrose

* bugfix

---------

Co-authored-by: Paul <[email protected]>
Co-authored-by: Eric Simley <[email protected]>