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Add scatter plot of capacity vs cost curve slope to tutorial #286

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May 7, 2021
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Add scatter plot of capacity vs cost curve slope to tutorial #286

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64856bc
style: format title
rouille May 6, 2021
faedd28
docs: add scatter plot of capacity vs cost curve slope to tutorial
rouille May 6, 2021
edcc36d
fix: use anonymous reference to avoid duplicate warnings
rouille May 6, 2021
608709e
chore: update tutorial notebook
rouille May 6, 2021
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Binary file added docs/img/single/capacity_vs_cost_curve_slope_coal_eastern_scatter.png
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2 changes: 1 addition & 1 deletion docs/index.rst
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Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
PostREISE
============
=========
This tutorial focuses on the analysis and plotting of scenario output data. PostREISE
is an open source package written in Python that is available on `GitHub <https://github.com/Breakthrough-Energy/PostREISE>`_.

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44 changes: 31 additions & 13 deletions docs/plot.rst
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Expand Up @@ -10,7 +10,7 @@ Single Scenario
Transmission
############
- get a power flow snapshot (`notebook
<https://github.com/Breakthrough-Energy/PostREISE/blob/develop/postreise/plot/demo/powerflow_snapshot_demo.py>`_)
<https://github.com/Breakthrough-Energy/PostREISE/blob/develop/postreise/plot/demo/powerflow_snapshot_demo.py>`__)

.. code-block:: python

Expand All @@ -34,7 +34,7 @@ Transmission
Emission
########
- show carbon emission by generator type using circles overlay on a map
(`notebook <https://github.com/Breakthrough-Energy/PostREISE/blob/develop/postreise/plot/demo/emissions_map_demo.ipynb>`_)
(`notebook <https://github.com/Breakthrough-Energy/PostREISE/blob/develop/postreise/plot/demo/emissions_map_demo.ipynb>`__)

.. code-block:: python

Expand All @@ -57,7 +57,7 @@ Emission
Generator Capacity and Generation
#################################
- plot stacked generation time series in an area (`notebook
<https://github.com/Breakthrough-Energy/PostREISE/blob/develop/postreise/plot/demo/plot_generation_time_series_stack_demo.ipynb>`_)
<https://github.com/Breakthrough-Energy/PostREISE/blob/develop/postreise/plot/demo/plot_generation_time_series_stack_demo.ipynb>`__)

.. code-block:: python

Expand Down Expand Up @@ -128,7 +128,7 @@ Generator Capacity and Generation
.. image:: img/single/generation_stack_western_ts.png

- plot capacity vs capacity factor of generators in an area (`notebook
<https://github.com/Breakthrough-Energy/PostREISE/blob/develop/postreise/plot/demo/scatter_capacity_vs_capacity_factor_demo.ipynb>`_)
<https://github.com/Breakthrough-Energy/PostREISE/blob/develop/postreise/plot/demo/scatter_capacity_vs_capacity_factor_demo.ipynb>`__)

.. code-block:: python

Expand All @@ -147,11 +147,29 @@ Generator Capacity and Generation

.. image:: img/single/capacity_vs_cf_solar_western_scatter.png

- plot capacity vs cost curve slope of generators in an area (`notebook
<https://github.com/Breakthrough-Energy/PostREISE/blob/develop/postreise/plot/demo/scatter_capacity_vs_cost_curve_slope_demo.ipynb>`__)

.. code-block:: python

from powersimdata.scenario.scenario import Scenario
from powersimdata.utility.helpers import PrintManager
from postreise.plot.plot_scatter_capacity_vs_cost_curve_slope import (
plot_scatter_capacity_vs_cost_curve_slope
)

with PrintManager():
scenario = Scenario(3287)

plot_scatter_capacity_vs_cost_curve_slope(scenario, "Eastern", "coal")

.. image:: img/single/capacity_vs_cost_curve_slope_coal_eastern_scatter.png


Curtailment
###########
- plot renewable generators curtailment time series in an area (`notebook
<https://github.com/Breakthrough-Energy/PostREISE/blob/develop/postreise/plot/demo/plot_curtailment_time_series_demo.ipynb>`_)
<https://github.com/Breakthrough-Energy/PostREISE/blob/develop/postreise/plot/demo/plot_curtailment_time_series_demo.ipynb>`__)

.. code-block:: python

Expand All @@ -177,7 +195,7 @@ Curtailment
Price
#####
- map locational marginal price (`notebook
<https://github.com/Breakthrough-Energy/PostREISE/blob/develop/postreise/plot/demo/lmp_map_demo.ipynb>`_)
<https://github.com/Breakthrough-Energy/PostREISE/blob/develop/postreise/plot/demo/lmp_map_demo.ipynb>`__)

.. code-block:: python

Expand All @@ -198,7 +216,7 @@ Price
General
#######
- plot any time-series values using a heatmap where each column is one color-coded day
(`notebook <https://github.com/Breakthrough-Energy/PostREISE/blob/develop/postreise/plot/demo/heatmap_demo.ipynb>`_)
(`notebook <https://github.com/Breakthrough-Energy/PostREISE/blob/develop/postreise/plot/demo/heatmap_demo.ipynb>`__)

.. code-block:: python

Expand Down Expand Up @@ -253,7 +271,7 @@ Scenarios Comparison
Generator Capacity and Generation
#################################
- compare generation and capacity in various scenarios through bar charts (`notebook
<https://github.com/Breakthrough-Energy/PostREISE/blob/develop/postreise/plot/demo/bar_generation_vs_capacity_demo.ipynb>`_)
<https://github.com/Breakthrough-Energy/PostREISE/blob/develop/postreise/plot/demo/bar_generation_vs_capacity_demo.ipynb>`__)

.. code-block:: python

Expand All @@ -276,7 +294,7 @@ Generator Capacity and Generation
.. image:: img/comp/capacity_vs_generation_western_bar.png

- compare generation and capacity in various scenarios through pie charts (`notebook
<https://github.com/Breakthrough-Energy/PostREISE/blob/develop/postreise/plot/demo/pie_generation_vs_capacity_demo.ipynb>`_)
<https://github.com/Breakthrough-Energy/PostREISE/blob/develop/postreise/plot/demo/pie_generation_vs_capacity_demo.ipynb>`__)

.. code-block:: python

Expand All @@ -298,7 +316,7 @@ Generator Capacity and Generation
.. image:: img/comp/capacity_vs_generation_western_pie.png

- compare generation shortfall in various scenarios through bar charts (`notebook
<https://github.com/Breakthrough-Energy/PostREISE/blob/develop/postreise/plot/demo/bar_shortfall_demo.ipynb>`_)
<https://github.com/Breakthrough-Energy/PostREISE/blob/develop/postreise/plot/demo/bar_shortfall_demo.ipynb>`__)

.. code-block:: python

Expand Down Expand Up @@ -337,7 +355,7 @@ Generator Capacity and Generation
Emission
########
- compare total carbon emissions by generator type for 1-to-n scenarios through bar
charts (`notebook <https://github.com/Breakthrough-Energy/PostREISE/blob/develop/postreise/plot/demo/emissions_map_demo.ipynb>`_)
charts (`notebook <https://github.com/Breakthrough-Energy/PostREISE/blob/develop/postreise/plot/demo/emissions_map_demo.ipynb>`__)

.. code-block:: python

Expand All @@ -364,7 +382,7 @@ Emission
.. image:: img/comp/emission_bar.png

- compare carbon emission by generator type for two scenarios on a map (`notebook
<https://github.com/Breakthrough-Energy/PostREISE/blob/develop/postreise/plot/demo/emissions_map_demo.ipynb>`_)
<https://github.com/Breakthrough-Energy/PostREISE/blob/develop/postreise/plot/demo/emissions_map_demo.ipynb>`__)

.. code-block:: python

Expand All @@ -385,7 +403,7 @@ Emission
:file: img/comp/emission_map.html

- plot stacked generation and carbon emission for 1-to-n scenarios side-by-side
(`notebook <https://github.com/Breakthrough-Energy/PostREISE/blob/develop/postreise/plot/demo/energy_emissions_stack_bar_demo.ipynb>`_)
(`notebook <https://github.com/Breakthrough-Energy/PostREISE/blob/develop/postreise/plot/demo/energy_emissions_stack_bar_demo.ipynb>`__)

.. code-block:: python

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38 changes: 38 additions & 0 deletions postreise/plot/demo/plot_tutorial.ipynb
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