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"""Output module for expected power anlaysis.""" | ||
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import pandas as pd | ||
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from flasc.analysis.analysis_input import AnalysisInput | ||
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class ExpectedPowerAnalysisOutput: | ||
"""Store the results of the energy ratio calculations. | ||
Additionally provide convenient methods for plotting and saving the results. | ||
""" | ||
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def __init__( | ||
self, | ||
uplift_results: dict, | ||
a_in: AnalysisInput, | ||
test_turbines: list = None, | ||
wd_turbines: list = None, | ||
ws_turbines: list = None, | ||
use_predefined_wd: bool = False, | ||
use_predefined_ws: bool = False, | ||
wd_step: float = 2.0, | ||
wd_min: float = 0.0, | ||
wd_max: float = 360.0, | ||
ws_step: float = 1.0, | ||
ws_min: float = 0.0, | ||
ws_max: float = 50.0, | ||
bin_cols_in: list = ["wd_bin", "ws_bin"], | ||
weight_by: str = "min", # min or sum | ||
df_freq: pd.DataFrame = None, | ||
uplift_pairs: list = None, | ||
uplift_names: list = None, | ||
use_standard_error: bool = True, | ||
N: int = 1, | ||
percentiles: list = [2.5, 97.5], | ||
remove_all_nulls_wd_ws: bool = False, | ||
remove_any_null_turbine_bins: bool = False, | ||
remove_any_null_turbine_std_bins: bool = False, | ||
) -> None: | ||
# Save all the inputs | ||
self.uplift_results = uplift_results | ||
self.a_in = a_in | ||
self.test_turbines = test_turbines | ||
self.wd_turbines = wd_turbines | ||
self.ws_turbines = ws_turbines | ||
self.use_predefined_wd = use_predefined_wd | ||
self.use_predefined_ws = use_predefined_ws | ||
self.wd_step = wd_step | ||
self.wd_min = wd_min | ||
self.wd_max = wd_max | ||
self.ws_step = ws_step | ||
self.ws_min = ws_min | ||
self.ws_max = ws_max | ||
self.bin_cols_in = bin_cols_in | ||
self.weight_by = weight_by | ||
self.df_freq = df_freq | ||
self.uplift_pairs = uplift_pairs | ||
self.uplift_names = uplift_names | ||
self.use_standard_error = use_standard_error | ||
self.N = N | ||
self.percentiles = percentiles | ||
self.remove_all_nulls_wd_ws = remove_all_nulls_wd_ws | ||
self.remove_any_null_turbine_bins = remove_any_null_turbine_bins | ||
self.remove_any_null_turbine_std_bins = remove_any_null_turbine_std_bins |