Gil Posted yesterday at 10:34 Posted yesterday at 10:34 Dear Team, quite surprisingly, WAsP Climate analyst 3 (ver.3.01.0049) , windographer WAsP algortithm (ver.5.3.1), windPRO (ver.4.1.263) WAsP algorithm, and python coding results with reference to "Comparison of Weibull Estimation Methods for Diverse Winds - Bingöl - 2020 - Advances in Meteorology - Wiley Online Library" and "Fitting Weibull Parameters for Wind Energy Applications-EMD", they all shows different A,k,f, Vmean values. therefore, I was trying to use "Windkit (ver.0.8.0). time series fit - overall value, with from windkit.weibull import _fit_wasp_m1_m3_fgt works well. but to check sectorwise --> combined & emergent might be tricky. i got stuck in sector wise fit. the main issue is wind data without core information that are required by windkit (south_north, west_east, height, crs) linked to time series data. wind data has typical time stamp , wind speed, wind direction at different heights or several files. the wind data has read csv format using pandas. To use windkit, it is converted to Xrray. for example, four information was read in csv format and try to inject. def run_windkit_sectorwise(df, turbine_ids, turbine_coords, epsg=xxxxx, output_dir="Windkit_output"): ... # Build Dataset ds = xr.Dataset( { "wind_speed": (("time",), ws.values), "wind_direction": (("time",), wd.values) }, coords={ "time": ("time", ws.index), "point": [0], "south_north": ("point", [coords["y"]]), "west_east": ("point", [coords["x"]]), "height": ("point", [coords["height"]]) } ) # Add CRS before calling WindKit ds = add_crs(ds, epsg) # Call WindKit bwc = bwc_from_timeseries(ds, nsec=12) ... based on other discussion of similar issues, this worked and i tried to do with different ways, but in the end, i received "Please enter your email adress." and if i put my email address, then ask me "institution", instead of error message. i gave up now as I cannot proceed any further without any error messages. hope your team improve the message to trace it better and easy-to-use. or might be good idea to provide the best structured file sample, which i could not find "WindKit — windkit 0.8.0 documentation". Regards, Gyeongil
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