wind-up v1

.gitignore

@@ -83,3 +83,4 @@ output/
 /tests/test_data/wedowind/Vortex Generator/
 # matplotlib testing
 **/result_images/
+/docs/v1/extra_docs/

benchmarking/__init__.py

@@ -0,0 +1,4 @@
+"""Experimental v1 benchmarking work (synthetic datasets and candidate methods).
+
+Not part of the published ``res-wind-up`` package.
+"""

benchmarking/baselines/__init__.py

@@ -0,0 +1,13 @@
+"""v0 binned power-curve baseline for the benchmarking harness.
+
+Wires wind_up's pre/post power-performance pipeline behind the harness's ``Method`` seam so
+the existing v0 method can be scored against synthetic ground truth, establishing the
+baseline every new method must beat.
+"""
+
+from __future__ import annotations
+
+from benchmarking.baselines.hot_context import HotV0Context, build_hot_v0_context
+from benchmarking.baselines.v0_binned import V0BinnedMethod
+
+__all__ = ["HotV0Context", "V0BinnedMethod", "build_hot_v0_context"]

benchmarking/baselines/assets/HOT.yaml

@@ -0,0 +1,28 @@
+# Vendored from resgroup/hill-of-towie-open-source-analysis
+# scripts/uplift_analysis_2025/wind_up_config/asset/HOT.yaml
+# Kept in-repo so the v0 baseline runs without depending on that external repo.
+name: Hill of Towie
+wtgs:
+    - T01
+    - T02
+    - T03
+    - T04
+    - T05
+    - T06
+    - T07
+    - T08
+    - T09
+    - T10
+    - T11
+    - T12
+    - T13
+    - T14
+    - T15
+    - T16
+    - T17
+    - T18
+    - T19
+    - T20
+    - T21
+turbine_types:
+    - !include turbine_type/SWT_2p3_82.yaml

benchmarking/baselines/assets/optimized_northing_corrections.yaml

@@ -0,0 +1,53 @@
+# Vendored from resgroup/hill-of-towie-open-source-analysis
+# scripts/uplift_analysis_2025/wind_up_config/northing/optimized_northing_corrections.yaml
+# These corrections go back to 2016, matching the stable no-upgrade window the v0 baseline
+# uses; the more recent wfc_analysis_2026 northing file does not reach that far back.
+    - ['T01', 2016-01-01 00:00:00, 156.77226715087892]
+    - ['T01', 2016-01-22 14:00:00, 154.53022384643555]
+    - ['T01', 2016-02-22 06:10:00, 156.88454132080076]
+    - ['T01', 2016-03-20 15:50:00, 155.695051574707]
+    - ['T01', 2016-04-21 16:50:00, 156.87261695861815]
+    - ['T01', 2016-06-02 07:20:00, -25.836227035522455]
+    - ['T01', 2017-04-23 22:40:00, -4.762451171875]
+    - ['T01', 2017-05-04 11:00:00, -23.675787353515602]
+    - ['T02', 2016-01-01 00:00:00, 171.06498107910159]
+    - ['T02', 2016-06-02 11:10:00, 8.570095825195295]
+    - ['T03', 2016-01-01 00:00:00, -1.8987007141113281]
+    - ['T04', 2016-01-01 00:00:00, -7.872805786132801]
+    - ['T05', 2016-01-01 00:00:00, -3.5416046142578352]
+    - ['T05', 2017-05-03 06:30:00, 32.26841430664061]
+    - ['T05', 2018-04-21 14:20:00, 13.180883026123098]
+    - ['T06', 2016-01-01 00:00:00, -7.327435302734386]
+    - ['T07', 2016-01-01 00:00:00, -16.487994384765614]
+    - ['T08', 2016-01-01 00:00:00, -4.101350402832026]
+    - ['T08', 2020-07-27 11:10:00, -2.4224990844726335]
+    - ['T09', 2016-01-01 00:00:00, 13.869790649414085]
+    - ['T10', 2016-01-01 00:00:00, -22.53185272216797]
+    - ['T10', 2016-02-11 10:10:00, -30.683580017089866]
+    - ['T10', 2016-03-11 05:50:00, -21.081747436523415]
+    - ['T11', 2016-01-01 00:00:00, -20.928597640991228]
+    - ['T11', 2019-08-19 08:40:00, -26.41037063598634]
+    - ['T11', 2021-03-18 13:00:00, -31.436821079254173]
+    - ['T11', 2021-07-19 02:20:00, -22.862120819091842]
+    - ['T11', 2023-12-06 17:30:00, -20.633160400390636]
+    - ['T12', 2016-01-01 00:00:00, -19.703698730468773]
+    - ['T12', 2016-04-20 13:20:00, -142.98569173812868]
+    - ['T12', 2016-06-02 10:00:00, 0.538665771484375]
+    - ['T12', 2016-09-18 08:40:00, -162.54795513153076]
+    - ['T12', 2020-06-18 12:30:00, 7.401036834716791]
+    - ['T13', 2016-01-01 00:00:00, 1.261445617675804]
+    - ['T14', 2016-01-01 00:00:00, -11.315747833251976]
+    - ['T15', 2016-01-01 00:00:00, -15.957545471191395]
+    - ['T16', 2016-01-01 00:00:00, -17.773095703124966]
+    - ['T16', 2017-05-19 01:00:00, 80.36924819946289]
+    - ['T16', 2017-06-18 08:00:00, 89.37665023803709]
+    - ['T16', 2017-08-09 10:20:00, 82.41613636016845]
+    - ['T16', 2023-02-10 10:00:00, -6.421942138671852]
+    - ['T17', 2016-01-01 00:00:00, -15.991704559326166]
+    - ['T17', 2019-08-10 23:00:00, -14.783495330810524]
+    - ['T18', 2016-01-01 00:00:00, -2.3910442352294297]
+    - ['T19', 2016-01-01 00:00:00, 8.268119049072254]
+    - ['T19', 2019-07-12 10:00:00, 107.24801597595213]
+    - ['T19', 2019-12-24 09:00:00, -15.878029632568314]
+    - ['T20', 2016-01-01 00:00:00, -1.6393432617186932]
+    - ['T21', 2016-01-01 00:00:00, 4.474188232421824]

benchmarking/baselines/assets/turbine_type/SWT_2p3_82.yaml

@@ -0,0 +1,7 @@
+# Vendored from resgroup/hill-of-towie-open-source-analysis
+# scripts/uplift_analysis_2025/wind_up_config/asset/turbine_type/SWT_2p3_82.yaml
+turbine_type: SWT-2.3-82
+rated_power_kw: 2300
+rotor_diameter_m: 82
+normal_operation_pitch_range: [-10,40]
+normal_operation_genrpm_range: [500,1600]