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--- | ||
output: | ||
md_document: | ||
variant: markdown_github | ||
bibliography: references.bib | ||
--- | ||
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# Energy ratio analysis | ||
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The energy ratio metric is defined as the energy yield of a test turbine | ||
relative to the energy yield of one or multiple reference turbines for | ||
a particular wind rose, e.g., for annual operation. See | ||
[@Doekemeijer2022a] and [@Bay2022a] for a practical | ||
example of how the energy ratios can be used in the analyses of | ||
historical SCADA data of three offshore wind farms and their comparison | ||
to an engineering wind farm model. | ||
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# Examples demonstrating energy ratio usage | ||
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Starting in FLASC v1.4, the energy ratio calculation was reconfigured around a [polars](https://www.pola.rs/) back-end and new examples were put in place to demonstrate usage. | ||
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Key syntax for computing energy ratios is provided in the examples: | ||
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- [Energy Ratio Syntax](../examples_artificial_data/03_energy_ratio/00_demo_energy_ratio_syntax.ipynb) | ||
- [Energy Ratio Options](../examples_artificial_data/03_energy_ratio/01_demo_energy_ratio_options.ipynb) | ||
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With the remaining examples in examples_artificial_data/03_energy_ratio providing more detail on specific use cases. | ||
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Within the set of analysis of the smarteole dataset are also exmaples of using flasc's energy ratio calculations. See for example: | ||
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- [Baseline Energy Ratio Analysis](../examples_smarteole/05_baseline_energy_ratio_analysis.ipynb) | ||
- [Wake Steering Energy Ratio Analysis](../examples_smarteole/06_wake_steering_energy_ratio_analysis.ipynb) |
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'streamlit', | ||
'tkcalendar', | ||
'seaborn', | ||
'polars>=0.19.0' | ||
'polars==0.19.5' | ||
] | ||
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EXTRAS = { | ||
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