v2.1

FLASC v2.1 brings the FlascDataFrame class to FLASC, along with some improvements to package handling. It also introduces examples using the Wind-Up tool from RES.

New features

• Add FlascDataFrame for better handling of user data in FLASC by @paulf81, @misi9170, and @aclerc in #212

Improvements

• Remove pyproj as requirement by @paulf81 in #214
• Update package management and update polars by @paulf81 in #218

Bug fixes

• [BUGFIX] Inverse channel_name_map fix for FlascDataFrame by @misi9170 in #222
• Add observed keyword by @paulf81 in #223
• set observed to false by @paulf81 in #225
• Dont replicate nans in time by @paulf81 in #226
• Fix line in time fix by @paulf81 in #227

New Contributors

• @aclerc made their first contributions in #212

Full Changelog: v2.0.1...v2.1

v2.0.1

What's Changed

• Add markdown flag by @paulf81 in #191
• Add workflow trigger by @paulf81 in #192
• Remove manual PyPI upload trigger by @misi9170 in #193
• Add API summary to FLASC docs by @paulf81 in #180
• Feature/add docstrings by @paulf81 in #197
• Update coloredlogs requirement for FLORIS consistency by @paulf81 in #202
• Update docs to describe PyPI installation. by @misi9170 in #204
• FLASC v2.0.1 by @misi9170 in #205

Full Changelog: v2.0...v2.0.1

v2.0

FLASC v2.0

FLASC v2 aligns FLASC with the recently-release FLORIS v4 and reorganizes the FLASC repository to group like tools more closely.

What's Changed

• Catch develop up to main for v1.4 by @misi9170 in #130
• Improve floris dataframe interpolation function by @Bartdoekemeijer in #124
• Feature/add day night by @paulf81 in #127
• Add RUFF linting/formatting by @paulf81 in #143
• Back-version sqlalchemy by @paulf81 in #152
• Fix is None issue and re-run examples by @paulf81 in #154
• Feature/add uplift example by @paulf81 in #155
• FLASC v1.5 by @christiannvaughn in #156
• Upgrade sqlalchemy requirement to v2 by @paulf81 in #160
• Upgrade sqlalchemy requirement to v2 (duplicate to main) by @paulf81 in #161
• Feature: Heterogeneity estimator class by @Bartdoekemeijer in #157
• Feature: Identify impacting turbines geometrically and reduce FLORIS accordingly by @Bartdoekemeijer in #158
• Apply pandas con to sql by @paulf81 in #162
• Begin repo reorganization for v2 by @misi9170 in #165
• Basic Floris v4 compatibility by @misi9170 in #169
• Add coveralls to CI by @paulf81 in #164
• Move to BSD license by @paulf81 in #176
• [BUGFIX] Fix stuck sensor detection only applying to last column by @misi9170 in #177
• [BUGFIX] Track FLORIS v4 changes by @misi9170 in #178
• Use FLORIS tools for layout visualizations by @misi9170 in #181
• Add names to filtering by @paulf81 in #173
• Add logging to FLASC by @paulf81 in #172
• Use FLORIS's methods for merging fmodels and setting model parameters by @misi9170 in #182
• Feature/use wind data with set by @paulf81 in #183
• Feature/rename ws pw curve filtering by @paulf81 in #185
• [BUGFIX] reset_operation need in artificial data tuning example by @misi9170 in #184
• Merge v2 branch into develop by @misi9170 in #186
• Minor documentation improvements for v2 by @misi9170 in #187
• bug fix in plot_layout by @paulf81 in #189
• FLASC v2.0 by @misi9170 in #188

New Contributors

• @christiannvaughn made their first contribution in #156

Full Changelog: v1.5...v2.0

v1.5

What's Changed

Features and improvements in FLASC v1.5

• Feature/update reqs pin polars by @paulf81 in #140
• Add developer install documentation by @paulf81 in #153
• Add day/night splitting of data by @paulf81 and @misi9170 in #127
• Performance improvements in interpolation by @Bartdoekemeijer in #124
• Add ruff formatting by @paulf81
• Add further example of total uplift calculation by @paulf81 in #155
• Minor performance improvements

Full Changelog: v1.4...v1.5

v1.4

What's Changed

• Feature: Add floris turbine power curve option in mean ws-power-curve plot by @Bartdoekemeijer in #93
• Sync: Merge v1.3.1 bug fixes into develop by @Bartdoekemeijer in #96
• Feature: reworked examples and merging FCT jupyter notebooks to flasc by @Bartdoekemeijer in #94
• Feature: add interactive Bokeh plots in ws_pow_filtering by @Bartdoekemeijer in #92
• Bug fix: properly assign reference turbine location in calculating closest subset of turbines by @Bartdoekemeijer in #99
• Feature/add timing funcs by @paulf81 in #101
• Option to show uncorrected energy ratio in northing calibration plots by @misi9170 in #105
• Catch up develop to main by @paulf81 in #108
• Feature/port to polars 4 by @paulf81 in #107
• Feature: add gaussian blending to floris solutions in postprocess step (similar to UncertaintyInterface but in post-) by @Bartdoekemeijer in #114
• [Enhancement] Reorganize artifical data examples to make them easier to follow by @misi9170 in #117
• Change nan behavior by @paulf81 in #121
• Feature/add options on count by @paulf81 in #122
• Feature/provide frequency by @paulf81 in #123
• Feature/total uplift by @paulf81 in #128
• Feature: Add FLORIS tuning by @paulf81 in #115
• FLASC v1.4 by @misi9170 in #129

Full Changelog: v1.3.1...v1.4

v1.3.1

What's Changed

• Feature: Add PyPI integration by @Bartdoekemeijer in #87
• Bug fix: various small corrections by @Bartdoekemeijer in #86

Full Changelog: v1.3...v1.3.1

v1.3

What's Changed

• update codecov version by @paulf81 in #43
• Add handling for plotting a subset of turbines in waking directions vis by @misi9170 in #47
• Feature/block bootstrap by @paulf81 in #40
• Bugfix: Add additional outputs to floris_tools.calc_floris_approx_table() by @Bartdoekemeijer in #46
• Update df_downsample to improve pandas usage by @paulf81 in #35
• Reinstate return_index_mapping in df_downsample by @misi9170 in #53
• catch case of small number of points by @paulf81 in #54
• Feature/color and style by @paulf81 in #51
• Bugfix/two small issues by @paulf81 in #56
• [Bugfix] calc_florix_approx_table keyword inputs in examples by @misi9170 in #60
• Simplify how we do sensor stuck fault filtering by @Bartdoekemeijer in #62
• Feature/energy ratio gain by @paulf81 in #58
• Migrate certain functions that were only defined in example scripts into core FLASC functionality by @Bartdoekemeijer in #63
• Fix NaN handling in calc_wd_mean_radial by @misi9170 in #68
• Code for determining which turbines impact the power of a given turbine by @misi9170 in #70
• Feature/allow pass in axarr by @paulf81 in #71
• Feature: Energy ratio polar plots and wind speed distributions by @Bartdoekemeijer in #72
• Enforce user to specify ti by @Bartdoekemeijer in #26
• Add conversion from char to rgb by @paulf81 in #76
• Feature: Addressing irregular turbine behavior of neighboring turbines (e.g., curtailment) by @Bartdoekemeijer in #74
• Add data plot to visualization by @paulf81 in #73
• Feature: merge FlorisInterface objects by @Bartdoekemeijer in #79
• Feature: revamp of wind speed-power curve filtering class by @Bartdoekemeijer in #78
• Shade region on a layout plot by @misi9170 in #82
• Feature/smarteole by @paulf81 in #83
• Update floris requirements to 3.4 by @paulf81 in #84
• Merge develop into main by @paulf81 in #85

Full Changelog: v1.2...v1.3

v1.2

What's Changed

• Nothing has changed in the code; this release is to trigger the Zenodo DOI generation process so that future releases of FLASC can be referenced by DOI

v1.1

What's Changed

• Updated package setup to match FLORIS method by @bayc in #18
• Updated requirements to be less strict by @misi9170 in #19
• Fixed pandas concatenation issue by @misi9170 in #23
• Change DataError from core.base to pandas.errors by @paulf81 in #24
• Make labeling UQ optional in energy ratio plot by @paulf81 in #30
• Separate layout visualization and power/thrust curve plots by @misi9170 in #32
• Add turbine names to GUI by @paulf81 in #33

Review and contributions also made by @Bartdoekemeijer

Full Changelog: v1.0...v1.1

v1.0

This is the first public and non-beta release of the FLASC repository, in conjunction with the official release of floris v3.0 and two related articles:

• B. M. Doekemeijer, E. Simley, P. A. Fleming. Comparison of the Gaussian Wind Farm Model with Historical Data of Three Offshore Wind Farms. Energies Special Issue: Fast-Running Engineering Models of Wind Farm Flows 2022, in review.

• C. J. Bay, P. A. Fleming, B. M. Doekemeijer, J. King, M. Churchfield, R. Mudafort: Addressing deep array effects and impacts to wake steering with the cumulative-curl wake model, Wind Energ. Sci. Discuss. [preprint], https://doi.org/10.5194/wes-2022-17, in review, 2022.

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Changes compared to the pre-release:

• Supports the latest version of FLORIS (3.0)
• Extensive documentation and automated documentation hosted on readthedocs.
• Unit tests
• Code coverage tests
• Automated GitHub integration