softwareengineerprogrammer · softwareengineerprogrammer · Apr 22, 2026 · Apr 19, 2026 · Apr 19, 2026 · Apr 19, 2026
diff --git a/.bumpversion.cfg b/.bumpversion.cfg
@@ -1,5 +1,5 @@
 [bumpversion]
-current_version = 3.13.1
+current_version = 3.13.3
 commit = True
 tag = True
 

diff --git a/.cookiecutterrc b/.cookiecutterrc
@@ -54,7 +54,7 @@ default_context:
     sphinx_doctest: "no"
     sphinx_theme: "sphinx-py3doc-enhanced-theme"
     test_matrix_separate_coverage: "no"
-    version: 3.13.1
+    version: 3.13.3
     version_manager: "bump2version"
     website: "https://github.com/NREL"
     year_from: "2023"

diff --git a/.gitignore b/.gitignore
@@ -105,6 +105,7 @@ docs/tmp
 docs/reference/geophires-request.json
 docs/reference/parameters.rst
 docs/Fervo_Project_Cape-5.md
+docs/Fervo_Project_Red.md
 docs/_images/*.bak.png
 docs/_images/singh-et-al-2025_fig-7_well-and-bench-spacing.xcf
 docs/geophires-request.json
@@ -114,6 +115,9 @@ docs/hip_ra_x_parameters.rst
 _site/
 /docs/geophires_x.rstx
 /docs/temperature.txt
+
+src/geophires_docs/fervo_project_red-2026_graph-data-extraction.xcf
+
 /geophires_x.rst
 /modules.rst
 /Useful sites for Sphinx docstrings.txt

diff --git a/CHANGELOG.rst b/CHANGELOG.rst
@@ -8,6 +8,8 @@ GEOPHIRES v3 (2023-2026)
 3.13
 ^^^^
 
+3.13.3: `Project Red 2026 Update <https://github.com/softwareengineerprogrammer/GEOPHIRES/pull/145>`__ | `release <https://github.com/NREL/GEOPHIRES-X/releases/tag/v3.13.3>`__ | `documentation <https://softwareengineerprogrammer.github.io/GEOPHIRES/Fervo_Project_Red.html>`__
+
 3.13: `SAM-EM: Support all End-Use Options (Direct-Use Heat and CHP/Cogeneration) and Absorption Chiller Surface Application <https://github.com/NatLabRockies/GEOPHIRES-X/pull/478>`__ | `release <https://github.com/NREL/GEOPHIRES-X/releases/tag/v3.13.1>`__ | `documentation <https://softwareengineerprogrammer.github.io/GEOPHIRES/SAM-EM_End-Uses-and-Surface-Applications.html>`__
 
 3.12

diff --git a/README.rst b/README.rst
@@ -58,9 +58,9 @@ Free software: `MIT license <LICENSE>`__
     :alt: Supported implementations
     :target: https://pypi.org/project/geophires-x
 
-.. |commits-since| image:: https://img.shields.io/github/commits-since/softwareengineerprogrammer/GEOPHIRES-X/v3.13.1.svg
+.. |commits-since| image:: https://img.shields.io/github/commits-since/softwareengineerprogrammer/GEOPHIRES-X/v3.13.3.svg
     :alt: Commits since latest release
-    :target: https://github.com/softwareengineerprogrammer/GEOPHIRES-X/compare/v3.13.1...main
+    :target: https://github.com/softwareengineerprogrammer/GEOPHIRES-X/compare/v3.13.3...main
 
 .. |docs| image:: https://readthedocs.org/projects/GEOPHIRES-X/badge/?style=flat
     :target: https://softwareengineerprogrammer.github.io/GEOPHIRES
@@ -296,6 +296,10 @@ Example-specific web interface deeplinks are listed in the Link column.
      - `Fervo_Norbeck_Latimer_2023.txt <tests/examples/Fervo_Norbeck_Latimer_2023.txt>`__
      - `.out <tests/examples/Fervo_Norbeck_Latimer_2023.out>`__
      - `link <https://gtp.scientificwebservices.com/geophires?geophires-example-id=Fervo_Norbeck_Latimer_2023>`__
+   * - Fervo Project Red (2026) (`documentation <https://softwareengineerprogrammer.github.io/GEOPHIRES/Fervo_Project_Red.html>`__)
+     - `Fervo_Project_Red-2026.txt <tests/examples/Fervo_Project_Red-2026.txt>`__
+     - `.out <tests/examples/Fervo_Project_Red-2026.out>`__
+     - `link <https://gtp.scientificwebservices.com/geophires?geophires-example-id=Fervo_Project_Red-2026>`__
    * - Fervo Cape Station 1: 2023 Results
      - `Fervo_Project_Cape.txt <tests/examples/Fervo_Project_Cape.txt>`__
      - `.out <tests/examples/Fervo_Project_Cape.out>`__

diff --git a/docs/Fervo_Project_Cape-5.md.jinja b/docs/Fervo_Project_Cape-5.md.jinja
@@ -23,7 +23,7 @@
 The GEOPHIRES example `Fervo_Project_Cape-5` is a case study[^author] of a 500 MWe EGS project modeled on
 a second-of-a-kind (SOAK) analog of Phases I and II of Fervo Energy's [Cape Station project](https://capestation.com/).
 
-[^author]: Case Study Author: Jonathan Pezzino, Scientific Web Services LLC. GitHub profile: [softwareengineerprogrammer](https://github.com/softwareengineerprogrammer).
+[^author]: Case Study Author: Jonathan Pezzino, Scientific Web Services LLC (SWS Geothermal). GitHub profile: [softwareengineerprogrammer](https://github.com/softwareengineerprogrammer).
 
 Key results include **LCOE =** **{{ '$' ~ lcoe_usd_per_mwh ~ '/MWh' }}**, **IRR = {{ irr_pct ~ '%' }}**, and **Total CAPEX =** **{{ '$' ~ capex_usd_per_kw ~ '/kW' }}**. [Click here to go to the Results section](#results).
 

diff --git a/docs/Fervo_Project_Red.md.jinja b/docs/Fervo_Project_Red.md.jinja
diff --git a/docs/GEOPHIRES-Examples.md b/docs/GEOPHIRES-Examples.md
@@ -8,3 +8,7 @@ or in the [web interface](https://gtp.scientificwebservices.com/geophires) under
 ## Case Study: 500 MW EGS Project Modeled on Fervo Cape Station
 
 See documentation: [Case Study: 500 MWe EGS Project Modeled on Fervo Cape Station](Fervo_Project_Cape-5.html).
+
+## Fervo Project Red: Evaluating the Gringarten Model against Empirical EGS Data
+
+See documentation: [Fervo Project Red: Evaluating the Gringarten Model against Empirical EGS Data](Fervo_Project_Red.html).
diff --git a/docs/_images/fervo-project-red-2026_figure-5_measured-flowing-temperature.png b/docs/_images/fervo-project-red-2026_figure-5_measured-flowing-temperature.png
diff --git a/...mages/fervo_project_red-2026_graph-data-extraction_production-series-edited.png b/...mages/fervo_project_red-2026_graph-data-extraction_production-series-edited.png
diff --git a/docs/_images/fervo_project_red-2026_production-temperature-data-vs-modeling-1.png b/docs/_images/fervo_project_red-2026_production-temperature-data-vs-modeling-1.png
diff --git a/docs/_images/fervo_project_red-2026_production-temperature-data-vs-modeling-2.png b/docs/_images/fervo_project_red-2026_production-temperature-data-vs-modeling-2.png
diff --git a/...es/fervo_project_red-2026_production-temperature-data-vs-modeling-long-term.png b/...es/fervo_project_red-2026_production-temperature-data-vs-modeling-long-term.png
diff --git a/docs/_images/singh_et_al_base_simulation-production-temperature.png b/docs/_images/singh_et_al_base_simulation-production-temperature.png
diff --git a/docs/conf.py b/docs/conf.py
@@ -18,7 +18,7 @@
 year = '2025'
 author = 'NREL'
 copyright = f'{year}, {author}'
-version = release = '3.13.1'
+version = release = '3.13.3'
 
 pygments_style = 'trac'
 templates_path = ['./templates']

diff --git a/docs/index.rst b/docs/index.rst
@@ -24,6 +24,7 @@ Contents
 
    GEOPHIRES-Examples
    Fervo_Project_Cape-5
+   Fervo_Project_Red
 
 
 ..   reference/index

diff --git a/docs/requirements.txt b/docs/requirements.txt
@@ -2,3 +2,4 @@ sphinx>=1.3
 sphinx-py3doc-enhanced-theme
 m2r2
 Jinja2
+opencv-python
diff --git a/setup.py b/setup.py
@@ -13,7 +13,7 @@ def read(*names, **kwargs):
 
 setup(
     name='geophires-x',
-    version='3.13.1',
+    version='3.13.3',
     license='MIT',
     description='GEOPHIRES is a free and open-source geothermal techno-economic simulator.',
     long_description='{}\n{}'.format(
@@ -92,6 +92,10 @@ def read(*names, **kwargs):
         # eg:
         #   "rst": ["docutils>=0.11"],
         #   ":python_version=="2.6"": ["argparse"],
-        'development': ['bumpversion', 'sphinx_py3doc_enhanced_theme']
+        'development': [
+            'bumpversion',
+            'sphinx_py3doc_enhanced_theme',
+            'opencv-python',  # generate_fervo_project_red_2026_docs
+        ],
     },
 )
diff --git a/src/geophires_docs/__init__.py b/src/geophires_docs/__init__.py
@@ -1,10 +1,18 @@
 from __future__ import annotations
 
+import json
 import os
+import re
 from pathlib import Path
 from typing import Any
 
+from pint.facets.plain import PlainQuantity
+
 from geophires_x_client import GeophiresInputParameters
+from geophires_x_client import GeophiresXClient
+from geophires_x_client import GeophiresXResult
+
+_NON_BREAKING_SPACE = '\xa0'
 
 
 def _get_file_path(file_name) -> Path:
@@ -75,3 +83,58 @@ def _get_input_parameters_dict(  # TODO consolidate with FervoProjectCape5TestCa
         # TODO preserve newlines
 
     return ret
+
+
+def _get_input_parameters_comments_dict(_params: GeophiresInputParameters) -> dict[str, str]:
+    ret: dict[str, str] = {}
+
+    with open(_get_file_path('../geophires_x_schema_generator/geophires-request.json'), encoding='utf-8') as f:
+        request_schema = json.loads(f.read())
+
+    input_params_with_comments: dict[str, Any] = _get_input_parameters_dict(_params, include_parameter_comments=True)
+    for k, v in input_params_with_comments.items():
+        comment: str = ''
+
+        if v is not None and isinstance(v, str) and ',' in v:
+            ARRAY_TYPE_COMMENT_DELINEATOR = ', --'  # TODO use regex to treat space after comma as optional
+            if (
+                k in request_schema['properties']
+                and request_schema['properties'][k]['type'] == 'array'
+                and ARRAY_TYPE_COMMENT_DELINEATOR in v
+            ):
+                comment = v.split(ARRAY_TYPE_COMMENT_DELINEATOR, maxsplit=1)[1]
+            else:
+                comment = v.split(',', maxsplit=1)[1]
+                # Strip ' --' and optional whitespace from the start of the comment
+                comment = re.sub(r'^\s*--\s*', '', comment)
+
+            comment = comment.strip()
+
+        ret[k] = comment
+
+    return ret
+
+
+def _get_full_profile(
+    input_and_result: tuple[GeophiresInputParameters, GeophiresXResult], profile_key: str
+) -> list[PlainQuantity]:
+    """
+    :return: List of data points with length Time steps per year * Plant lifetime
+    """
+
+    input_params: GeophiresInputParameters = input_and_result[0]
+    result = GeophiresXClient().get_geophires_result(input_params)
+
+    with open(result.json_output_file_path, encoding='utf-8') as f:
+        full_result_obj = json.load(f)
+
+    net_gen_obj = full_result_obj[profile_key]
+    net_gen_obj_unit = net_gen_obj['CurrentUnits'].replace('CELSIUS', 'degC')
+    profile = [PlainQuantity(it, net_gen_obj_unit) for it in net_gen_obj['value']]
+    return profile
+
+
+def _get_full_production_temperature_profile(
+    input_and_result: tuple[GeophiresInputParameters, GeophiresXResult],
+) -> list[PlainQuantity]:
+    return _get_full_profile(input_and_result, 'Produced Temperature')
diff --git a/src/geophires_docs/__main__.py b/src/geophires_docs/__main__.py
@@ -1,4 +1,6 @@
 if __name__ == '__main__':
     from geophires_docs import generate_fervo_project_cape_5_docs
+    from geophires_docs import generate_fervo_project_red_2026_docs
 
     generate_fervo_project_cape_5_docs.generate_fervo_project_cape_5_docs()
+    generate_fervo_project_red_2026_docs.generate_fervo_project_red_2026_docs()
diff --git a/...ophires_docs/fervo_project_red-2026_graph-data-extraction_production-series.png b/...ophires_docs/fervo_project_red-2026_graph-data-extraction_production-series.png
diff --git a/src/geophires_docs/generate_fervo_project_cape_5_graphs.py b/src/geophires_docs/generate_fervo_project_cape_5_graphs.py
@@ -1,21 +1,20 @@
 from __future__ import annotations
 
-import json
 from math import ceil
 from pathlib import Path
 from typing import Any
 
 import numpy as np
 from matplotlib import pyplot as plt
-from pint.facets.plain import PlainQuantity
 
 from geophires_docs import _FPC5_INPUT_FILE_PATH
 from geophires_docs import _FPC5_RESULT_FILE_PATH
 from geophires_docs import _PROJECT_ROOT
+from geophires_docs import _get_full_production_temperature_profile
+from geophires_docs import _get_full_profile
 from geophires_docs import _get_input_parameters_dict
 from geophires_docs import _get_logger
 from geophires_x_client import GeophiresInputParameters
-from geophires_x_client import GeophiresXClient
 from geophires_x_client import GeophiresXResult
 from geophires_x_client import ImmutableGeophiresInputParameters
 
@@ -32,27 +31,10 @@ def _get_full_total_electricity_generation_profile(input_and_result: tuple[Geoph
     return _get_full_profile(input_and_result, 'Total Electricity Production')
 
 
-def _get_full_production_temperature_profile(input_and_result: tuple[GeophiresInputParameters, GeophiresXResult]):
-    return _get_full_profile(input_and_result, 'Produced Temperature')
-
-
 def _get_full_thermal_drawdown_profile(input_and_result: tuple[GeophiresInputParameters, GeophiresXResult]):
     return _get_full_profile(input_and_result, 'Thermal Drawdown')
 
 
-def _get_full_profile(input_and_result: tuple[GeophiresInputParameters, GeophiresXResult], profile_key: str):
-    input_params: GeophiresInputParameters = input_and_result[0]
-    result = GeophiresXClient().get_geophires_result(input_params)
-
-    with open(result.json_output_file_path, encoding='utf-8') as f:
-        full_result_obj = json.load(f)
-
-    net_gen_obj = full_result_obj[profile_key]
-    net_gen_obj_unit = net_gen_obj['CurrentUnits'].replace('CELSIUS', 'degC')
-    profile = [PlainQuantity(it, net_gen_obj_unit) for it in net_gen_obj['value']]
-    return profile
-
-
 def _get_redrilling_event_indexes(
     input_and_result: tuple[GeophiresInputParameters, GeophiresXResult], threshold_degc: float = 0.5
 ) -> list[float]:

diff --git a/src/geophires_docs/generate_fervo_project_cape_5_md.py b/src/geophires_docs/generate_fervo_project_cape_5_md.py
@@ -15,6 +15,7 @@
 from jinja2 import FileSystemLoader
 from pint.facets.plain import PlainQuantity
 
+from geophires_docs import _NON_BREAKING_SPACE
 from geophires_docs import _PROJECT_ROOT
 from geophires_docs import _get_fpc5_input_file_path
 from geophires_docs import _get_fpc5_result_file_path
@@ -31,7 +32,6 @@
 _current_project_root: Path | None = None
 
 _log = _get_logger(__name__)
-_NON_BREAKING_SPACE = '\xa0'
 
 
 def _get_schema(schema_file_name: str) -> dict[str, Any]:
-Original file line number
+Diff line change
@@ Expand Up / @@ -8,6 +8,8 @@ GEOPHIRES v3 (2023-2026) @@
 .13
     ^^^^
+.13.3: `Project Red 2026 Update <https://github.com/softwareengineerprogrammer/GEOPHIRES/pull/145>`__ | `release <https://github.com/NREL/GEOPHIRES-X/releases/tag/v3.13.3>`__ | `documentation <https://softwareengineerprogrammer.github.io/GEOPHIRES/Fervo_Project_Red.html>`__
 .13: `SAM-EM: Support all End-Use Options (Direct-Use Heat and CHP/Cogeneration) and Absorption Chiller Surface Application <https://github.com/NatLabRockies/GEOPHIRES-X/pull/478>`__ | `release <https://github.com/NREL/GEOPHIRES-X/releases/tag/v3.13.1>`__ | `documentation <https://softwareengineerprogrammer.github.io/GEOPHIRES/SAM-EM_End-Uses-and-Surface-Applications.html>`__
 .12
@@ Expand Down @@