Metadata-Version: 2.1
Name: scada_data_analysis
Version: 1.0.1
Summary: A scada data processing library
Home-page: https://github.com/abbey2017/wind-energy-analytics
Author: Abiodun Olaoye
Author-email: abiodunolaoye8@gmail.com
License: UNKNOWN
Project-URL: Bug Tracker, https://github.com/abbey2017/wind-energy-analytics/issues
Keywords: power-curve-filtering,scada-data-analytics,wind-energy
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: BSD License
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown
License-File: LICENSE

### wind-energy-analytics
Curating physics-guided data-driven solutions for the wind energy industry

### Current Modules
- Iterative power curve filter (returns normal and abnormal datapoints)

### Filtering Module Usage
```
from scada_data_analysis.modules.power_curve_preprocessing import PowerCurveFiltering

pc_filter = PowerCurveFiltering(turbine_label='Wind_turbine_name', windspeed_label='Ws_avg',
                                power_label='P_avg', data=df, cutin_speed=3, bin_interval=0.5,
                                z_coeff=2.5, filter_cycle=5, return_fig=True, image_path='..\images')

normal_df, abnormal_df = pc_filter.process()
```


