Merge pull request #82 from softwareengineerprogrammer/number-of-doublets-2

softwareengineerprogrammer · web-flow · commit 1545ed174fcb · 2025-06-27T08:34:57.000-07:00
Number of Doublets parameter
diff --git a/.bumpversion.cfg b/.bumpversion.cfg
@@ -1,7 +1,21 @@
 [bumpversion]
-current_version = 3.9.27
+current_version = 3.9.28-rc.0
 commit = True
 tag = True
+parse = (?P<major>\d+)\.(?P<minor>\d+)\.(?P<patch>\d+)(\-(?P<prerelease_label>[a-z]+)\.(?P<prerelease>\d+))?
+serialize = 
+	{major}.{minor}.{patch}-{prerelease_label}.{prerelease}
+	{major}.{minor}.{patch}
+
+[bumpversion:part:prerelease]
+first_value = 0
+
+[bumpversion:part:prerelease_label]
+optional_value = rc
+values = 
+	alpha
+	beta
+	rc
 
 [bumpversion:file:setup.py]
 search = version='{current_version}'
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: 3.9.27
+    version: 3.9.28
     version_manager: "bump2version"
     website: "https://github.com/NREL"
     year_from: "2023"
diff --git a/README.rst b/README.rst
@@ -56,9 +56,9 @@ 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/v3.9.27.svg
+.. |commits-since| image:: https://img.shields.io/github/commits-since/softwareengineerprogrammer/GEOPHIRES-X/v3.9.28.svg
     :alt: Commits since latest release
-    :target: https://github.com/softwareengineerprogrammer/GEOPHIRES-X/compare/v3.9.27...main
+    :target: https://github.com/softwareengineerprogrammer/GEOPHIRES-X/compare/v3.9.28...main
 
 .. |docs| image:: https://readthedocs.org/projects/GEOPHIRES-X/badge/?style=flat
     :target: https://nrel.github.io/GEOPHIRES-X
@@ -300,8 +300,8 @@ well drilling, surface plant, etc.) are either provided by the user or calculate
 correlations.
 
 For more information on the theoretical basis for GEOPHIRES see
-`GEOPHIRES v2.0: updated geothermal techno‐economic simulation tool (Beckers & McCabe, 2019) <https://github.com/NREL/GEOPHIRES-X/blob/fb5caadfa419c3bd05de656a33700d085fbc0432/References/GEOPHIRES%20v2.0%20User%20Manual.pdf>`__
-and `GEOPHIRES reference materials <References/references.md#geophires>`__.
+`GEOPHIRES v2.0: updated geothermal techno‐economic simulation tool (Beckers & McCabe, 2019) <https://github.com/NREL/GEOPHIRES-X/blob/fb5caadfa419c3bd05de656a33700d085fbc0432/References/Beckers%202019%20GEOPHIRES%20v2.pdf>`__
+and `GEOPHIRES reference materials <References/README.md#geophires>`__.
 
 Parameters
 ----------
@@ -513,7 +513,7 @@ Extending GEOPHIRES-X
 Additional Documentation
 ------------------------
 
-Additional materials can be found in `/References </References/references.md>`__.
+Additional materials can be found in `/References </References/README.md>`__.
 
 
 Development
diff --git a/References/README.md b/References/README.md
@@ -0,0 +1,32 @@
+
+# GEOPHIRES
+* [GEOPHIRES v2.0 User Manual.pdf](https://github.com/NREL/GEOPHIRES-X/blob/fb5caadfa419c3bd05de656a33700d085fbc0432/References/GEOPHIRES%20v2.0%20User%20Manual.pdf) [![](https://zenodo.org/badge/doi/10.1186/s40517-019-0119-6.svg)](https://doi.org/10.1186/s40517-019-0119-6)
+* [Beckers 2019 GEOPHIRES v2.pdf](https://github.com/NREL/GEOPHIRES-X/blob/fb5caadfa419c3bd05de656a33700d085fbc0432/References/Beckers%202019%20GEOPHIRES%20v2.pdf)
+* [Beckers 2018 Introducing GEOPHIRES v2.pdf](https://github.com/NREL/GEOPHIRES-X/blob/fb5caadfa419c3bd05de656a33700d085fbc0432/References/Beckers%202018%20Introducing%20GEOPHIRES%20v2.pdf)
+* [Beckers 2016 Dissertation.pdf](https://github.com/NREL/GEOPHIRES-X/blob/fb5caadfa419c3bd05de656a33700d085fbc0432/References/Beckers%202016%20Dissertation.pdf) [![](https://zenodo.org/badge/doi/10.7298/X4736NTC.svg)](https://doi.org/10.7298/X4736NTC)
+* [Beckers 2013 GEOPHIRES v1.pdf](https://github.com/NREL/GEOPHIRES-X/blob/fb5caadfa419c3bd05de656a33700d085fbc0432/References/Beckers%202013%20GEOPHIRES%20v1.pdf)
+
+# Reference
+* [GeoVision report.pdf](https://github.com/NREL/GEOPHIRES-X/blob/ea5c67d43fe77c83a64208d8e2ab92a9abea3742/References/GeoVision%20report.pdf)
+* [US-EIA_2013_LCOE-and-LACE-supplement.pdf](https://github.com/NREL/GEOPHIRES-X/blob/7adc9598944a78487e5071ca23a06bfd17248c16/References/US-EIA_2013_LCOE-and-LACE-supplement.pdf)
+* [LACETable.txt](https://github.com/NREL/GEOPHIRES-X/blob/fb5caadfa419c3bd05de656a33700d085fbc0432/References/LACETable.txt)
+* [Drill cost correlation converting to per foot cost.xlsx](https://github.com/NREL/GEOPHIRES-X/blob/aae93f36ca5e01f4b700ddb5a59d0ec600aed3d4/References/Drill%20cost%20correlation%20converting%20to%20per%20foot%20cost.xlsx)
+
+# Fervo
+* [fervo_energy_white_paper.pdf](https://github.com/NREL/GEOPHIRES-X/blob/703c967b0b1fe9f6d619b1e786686ba07fb0fe59/References/fervo_energy_white_paper.pdf)
+* [fervo_drilling costs.pdf](https://github.com/softwareengineerprogrammer/GEOPHIRES-X/blob/62ecc37385cc89dcac36a3684c258e454bcc0241/References/fervo_drilling%20costs.pdf)
+
+# JEDI
+* [JEDI.pdf](https://github.com/NREL/GEOPHIRES-X/blob/a7d1ff2e0d47e957c19c3b6dec28fece16905dcb/References/JEDI.pdf)
+* [01d-jedi-geothermal-model-rel-gt12-23-16.xlsm](https://github.com/NREL/GEOPHIRES-X/raw/a7d1ff2e0d47e957c19c3b6dec28fece16905dcb/References/01d-jedi-geothermal-model-rel-gt12-23-16.xlsm)
+
+# HIP-RA
+* [Muffler-Cataldi_1978_ HIP-RA.pdf](https://github.com/NREL/GEOPHIRES-X/blob/7adc9598944a78487e5071ca23a06bfd17248c16/References/Muffler-Cataldi_1978_%20HIP-RA.pdf)
+* [Garg-Combs_2011_HIP-RA-Reexamination.pdf](https://github.com/NREL/GEOPHIRES-X/blob/7adc9598944a78487e5071ca23a06bfd17248c16/References/Garg-Combs_2011_HIP-RA-Reexamination.pdf)
+
+# CLGS
+* [Beckers-et-al_2023_Tabulated-Database-CLGS.pdf](https://github.com/NREL/GEOPHIRES-X/blob/7adc9598944a78487e5071ca23a06bfd17248c16/References/Beckers-et-al_2023_Tabulated-Database-CLGS.pdf)
+* [Wanju-et-al_2021_CLGS-Energy-Recovery.pdf](https://github.com/NREL/GEOPHIRES-X/blob/7adc9598944a78487e5071ca23a06bfd17248c16/References/Wanju-et-al_2021_CLGS-Energy-Recovery.pdf)
+
+# S-DAC-GT
+* [JPSE2023.pdf](https://github.com/NREL/GEOPHIRES-X/blob/ea5c67d43fe77c83a64208d8e2ab92a9abea3742/References/JPSE2023.pdf)
diff --git a/References/references.md b/References/references.md
@@ -1,32 +1 @@
-
-# GEOPHIRES
-* [GEOPHIRES v2.0 User Manual.pdf](https://github.com/NREL/GEOPHIRES-X/blob/fb5caadfa419c3bd05de656a33700d085fbc0432/References/GEOPHIRES%20v2.0%20User%20Manual.pdf) [![](https://zenodo.org/badge/doi/10.1186/s40517-019-0119-6.svg)](https://doi.org/10.1186/s40517-019-0119-6)
-* [Beckers 2019 GEOPHIRES v2.pdf](https://github.com/NREL/GEOPHIRES-X/blob/fb5caadfa419c3bd05de656a33700d085fbc0432/References/Beckers%202019%20GEOPHIRES%20v2.pdf)
-* [Beckers 2018 Introducing GEOPHIRES v2.pdf](https://github.com/NREL/GEOPHIRES-X/blob/fb5caadfa419c3bd05de656a33700d085fbc0432/References/Beckers%202018%20Introducing%20GEOPHIRES%20v2.pdf)
-* [Beckers 2016 Dissertation.pdf](https://github.com/NREL/GEOPHIRES-X/blob/fb5caadfa419c3bd05de656a33700d085fbc0432/References/Beckers%202016%20Dissertation.pdf) [![](https://zenodo.org/badge/doi/10.7298/X4736NTC.svg)](https://doi.org/10.7298/X4736NTC)
-* [Beckers 2013 GEOPHIRES v1.pdf](https://github.com/NREL/GEOPHIRES-X/blob/fb5caadfa419c3bd05de656a33700d085fbc0432/References/Beckers%202013%20GEOPHIRES%20v1.pdf)
-
-# Reference
-* [GeoVision report.pdf](https://github.com/NREL/GEOPHIRES-X/blob/ea5c67d43fe77c83a64208d8e2ab92a9abea3742/References/GeoVision%20report.pdf)
-* [US-EIA_2013_LCOE-and-LACE-supplement.pdf](https://github.com/NREL/GEOPHIRES-X/blob/7adc9598944a78487e5071ca23a06bfd17248c16/References/US-EIA_2013_LCOE-and-LACE-supplement.pdf)
-* [LACETable.txt](https://github.com/NREL/GEOPHIRES-X/blob/fb5caadfa419c3bd05de656a33700d085fbc0432/References/LACETable.txt)
-* [Drill cost correlation converting to per foot cost.xlsx](https://github.com/NREL/GEOPHIRES-X/blob/aae93f36ca5e01f4b700ddb5a59d0ec600aed3d4/References/Drill%20cost%20correlation%20converting%20to%20per%20foot%20cost.xlsx)
-
-# Fervo
-* [fervo_energy_white_paper.pdf](https://github.com/NREL/GEOPHIRES-X/blob/703c967b0b1fe9f6d619b1e786686ba07fb0fe59/References/fervo_energy_white_paper.pdf)
-* [fervo_drilling costs.pdf](https://github.com/softwareengineerprogrammer/GEOPHIRES-X/blob/62ecc37385cc89dcac36a3684c258e454bcc0241/References/fervo_drilling%20costs.pdf)
-
-# JEDI
-* [JEDI.pdf](https://github.com/NREL/GEOPHIRES-X/blob/a7d1ff2e0d47e957c19c3b6dec28fece16905dcb/References/JEDI.pdf)
-* [01d-jedi-geothermal-model-rel-gt12-23-16.xlsm](https://github.com/NREL/GEOPHIRES-X/raw/a7d1ff2e0d47e957c19c3b6dec28fece16905dcb/References/01d-jedi-geothermal-model-rel-gt12-23-16.xlsm)
-
-# HIP-RA
-* [Muffler-Cataldi_1978_ HIP-RA.pdf](https://github.com/NREL/GEOPHIRES-X/blob/7adc9598944a78487e5071ca23a06bfd17248c16/References/Muffler-Cataldi_1978_%20HIP-RA.pdf)
-* [Garg-Combs_2011_HIP-RA-Reexamination.pdf](https://github.com/NREL/GEOPHIRES-X/blob/7adc9598944a78487e5071ca23a06bfd17248c16/References/Garg-Combs_2011_HIP-RA-Reexamination.pdf)
-
-# CLGS
-* [Beckers-et-al_2023_Tabulated-Database-CLGS.pdf](https://github.com/NREL/GEOPHIRES-X/blob/7adc9598944a78487e5071ca23a06bfd17248c16/References/Beckers-et-al_2023_Tabulated-Database-CLGS.pdf)
-* [Wanju-et-al_2021_CLGS-Energy-Recovery.pdf](https://github.com/NREL/GEOPHIRES-X/blob/7adc9598944a78487e5071ca23a06bfd17248c16/References/Wanju-et-al_2021_CLGS-Energy-Recovery.pdf)
-
-# S-DAC-GT
-* [JPSE2023.pdf](https://github.com/NREL/GEOPHIRES-X/blob/ea5c67d43fe77c83a64208d8e2ab92a9abea3742/References/JPSE2023.pdf)
+See [References README](README.md).
diff --git a/docs/conf.py b/docs/conf.py
@@ -18,7 +18,7 @@
 year = '2025'
 author = 'NREL'
 copyright = f'{year}, {author}'
-version = release = '3.9.27'
+version = release = '3.9.28'
 
 pygments_style = 'trac'
 templates_path = ['./templates']
diff --git a/setup.py b/setup.py
@@ -13,7 +13,7 @@ def read(*names, **kwargs):
 
 setup(
     name='geophires-x',
-    version='3.9.27',
+    version='3.9.28',
     license='MIT',
     description='GEOPHIRES is a free and open-source geothermal techno-economic simulator.',
     long_description='{}\n{}'.format(
diff --git a/src/geophires_x/Economics.py b/src/geophires_x/Economics.py
@@ -1695,7 +1695,8 @@ def __init__(self, model: Model):
             display_name='Water costs',
             UnitType=Units.CURRENCYFREQUENCY,
             PreferredUnits=CurrencyFrequencyUnit.MDOLLARSPERYEAR,
-            CurrentUnits=CurrencyFrequencyUnit.MDOLLARSPERYEAR
+            CurrentUnits=CurrencyFrequencyUnit.MDOLLARSPERYEAR,
+            ToolTipText='Assumes $3.5/1,000 gallons of water'
         )
         self.CCap = self.OutputParameterDict[self.CCap.Name] = OutputParameter(
             Name="Total Capital Cost",
@@ -2490,6 +2491,7 @@ def Calculate(self, model: Model) -> None:
                 self.Coamwater.value = self.oamwaterfixed.value
             else:
                 # here is assumed 1 l per kg maybe correct with real temp. (M$/year) 925$/ML = 3.5$/1,000 gallon
+                # TODO parameterize
                 self.Coamwater.value = self.oamwateradjfactor.value * (model.wellbores.nprod.value *
                                                                        model.wellbores.prodwellflowrate.value *
                                                                        model.reserv.waterloss.value * model.surfaceplant.utilization_factor.value *
diff --git a/src/geophires_x/SBTEconomics.py b/src/geophires_x/SBTEconomics.py
@@ -640,6 +640,7 @@ def Calculate(self, model: Model) -> None:
                 self.Coamwater.value = self.oamwaterfixed.value
             else:
                 # here is assumed 1 l per kg maybe correct with real temp. (M$/year) 925$/ML = 3.5$/1,000 gallon
+                # TODO parameterize
                 self.Coamwater.value = self.oamwateradjfactor.value * (model.wellbores.nprod.value *
                                                                        model.wellbores.prodwellflowrate.value *
                                                                        model.reserv.waterloss.value * model.surfaceplant.utilization_factor.value *
diff --git a/src/geophires_x/WellBores.py b/src/geophires_x/WellBores.py
@@ -708,24 +708,36 @@ def __init__(self, model: Model):
         self.ParameterDict = {}
         self.OutputParameterDict = {}
 
+        max_doublets = 200
+        # noinspection SpellCheckingInspection
         self.nprod = self.ParameterDict[self.nprod.Name] = intParameter(
             "Number of Production Wells",
             DefaultValue=2,
-            AllowableRange=list(range(1, 201, 1)),
+            AllowableRange=list(range(1, max_doublets+1, 1)),
             UnitType=Units.NONE,
-            Required=True,
+            Required=False,
             ErrMessage="assume default number of production wells (2)",
             ToolTipText="Number of (identical) production wells"
         )
+        # noinspection SpellCheckingInspection
         self.ninj = self.ParameterDict[self.ninj.Name] = intParameter(
             "Number of Injection Wells",
             DefaultValue=2,
-            AllowableRange=list(range(0, 201, 1)),
+            AllowableRange=list(range(0, max_doublets+1, 1)),
             UnitType=Units.NONE,
-            Required=True,
+            Required=False,
             ErrMessage="assume default number of injection wells (2)",
             ToolTipText="Number of (identical) injection wells"
         )
+        self.doublets_count = self.ParameterDict[self.doublets_count.Name] = intParameter(
+            "Number of Doublets",
+            DefaultValue=2,
+            AllowableRange=list(range(0, max_doublets+1, 1)),
+            UnitType=Units.NONE,
+            ToolTipText="Pass this parameter to set the Number of Production Wells and Number of Injection Wells to "
+                        "same value."
+        )
+
         self.prodwelldiam = self.ParameterDict[self.prodwelldiam.Name] = floatParameter(
             "Production Well Diameter",
             DefaultValue=8.0,
@@ -1317,6 +1329,19 @@ def read_parameters(self, model: Model) -> None:
 
         coerce_int_params_to_enum_values(self.ParameterDict)
 
+        if self.doublets_count.Provided:
+            def _error(num_wells_param_:intParameter):
+                msg = f'{num_wells_param_.Name} may not be provided when {self.doublets_count.Name} is provided.'
+                model.logger.error(msg)
+                raise ValueError(msg)
+
+            for num_wells_param in [self.ninj, self.nprod]:
+                if num_wells_param.Provided:
+                    _error(num_wells_param)
+
+            self.ninj.value = self.doublets_count.value
+            self.nprod.value = self.doublets_count.value
+
         model.logger.info(f"read parameters complete {self.__class__.__name__}: {__name__}")
 
     def Calculate(self, model: Model) -> None:
diff --git a/src/geophires_x/__init__.py b/src/geophires_x/__init__.py
@@ -1 +1 @@
-__version__ = '3.9.27'
+__version__ = '3.9.28'
diff --git a/src/geophires_x_schema_generator/geophires-request.json b/src/geophires_x_schema_generator/geophires-request.json
@@ -637,6 +637,15 @@
       "minimum": 0,
       "maximum": 200
     },
+    "Number of Doublets": {
+      "description": "Pass this parameter to set the Number of Production Wells and Number of Injection Wells to same value.",
+      "type": "integer",
+      "units": null,
+      "category": "Well Bores",
+      "default": 2,
+      "minimum": 0,
+      "maximum": 200
+    },
     "Production Well Diameter": {
       "description": "Inner diameter of production wellbore (assumed constant along the wellbore) to calculate             frictional pressure drop and wellbore heat transmission with Rameys model",
       "type": "number",
diff --git a/src/geophires_x_schema_generator/geophires-result.json b/src/geophires_x_schema_generator/geophires-result.json
@@ -415,7 +415,7 @@
         },
         "Water costs": {
           "type": "number",
-          "description": "O&M Make-up Water costs",
+          "description": "O&M Make-up Water costs. Assumes $3.5/1,000 gallons of water",
           "units": "MUSD/yr"
         },
         "Average Reservoir Pumping Cost": {},
diff --git a/tests/examples/Fervo_Project_Cape-4.out b/tests/examples/Fervo_Project_Cape-4.out
@@ -4,10 +4,10 @@
 
 Simulation Metadata
 ----------------------
- GEOPHIRES Version: 3.9.24
- Simulation Date: 2025-06-20
- Simulation Time:  14:04
- Calculation Time:      1.575 sec
+ GEOPHIRES Version: 3.9.28
+ Simulation Date: 2025-06-23
+ Simulation Time:  10:15
+ Calculation Time:      1.610 sec
 
                            ***SUMMARY OF RESULTS***
 
diff --git a/tests/examples/Fervo_Project_Cape-4.txt b/tests/examples/Fervo_Project_Cape-4.txt
@@ -55,8 +55,7 @@ Number of Fractures, 12036, -- 102 fractures per well
 Fracture Separation, 18, -- Per https://eartharxiv.org/repository/view/7665/, lateral length is 4700 ft = 1432 m. Dividing 1432 by 80 = ~18 m fracture spacing.
 Fracture Shape, 3, -- Square
 Fracture Height, 165.3, -- Based on total fracture surface area of 30 million ft^2 per well https://pangea.stanford.edu/ERE/pdf/IGAstandard/SGW/2025/Fercho.pdf
-Number of Injection Wells, 59
-Number of Production Wells, 59
+Number of Doublets, 59
 
 Production Flow Rate per Well, 107, -- Maximum flow rate achieved at Cape Station per https://www.businesswire.com/news/home/20240910997008/en/Fervo-Energys-Record-Breaking-Production-Results-Showcase-Rapid-Scale-Up-of-Enhanced-Geothermal
 Production Well Diameter, 9.625, -- Next standard size up from 7", implied by announcement of "increasing casing diameter"
diff --git a/tests/geophires_x_tests/test_well_bores.py b/tests/geophires_x_tests/test_well_bores.py
@@ -0,0 +1,99 @@
+from __future__ import annotations
+
+from base_test_case import BaseTestCase
+
+# ruff: noqa: I001  # Successful module initialization is dependent on this specific import order.
+
+# noinspection PyProtectedMember
+from geophires_x_client import GeophiresInputParameters
+from geophires_x_client import GeophiresXClient
+from geophires_x_client import GeophiresXResult
+
+
+class WellBoresTestCase(BaseTestCase):
+
+    def test_number_of_doublets(self):
+        r_prod_inj: GeophiresXResult = self._get_result(
+            {
+                'Number of Production Wells': 10,
+                'Number of Injection Wells': 10,
+            }
+        )
+
+        r_doublets: GeophiresXResult = self._get_result(
+            {
+                'Number of Doublets': 10,
+            }
+        )
+
+        self.assertEqual(self._prod_inj_lcoe_production(r_doublets), self._prod_inj_lcoe_production(r_prod_inj))
+
+    def test_number_of_doublets_validation(self):
+        with self.assertRaises(RuntimeError):
+            self._get_result(
+                {
+                    'Number of Production Wells': 10,
+                    'Number of Injection Wells': 10,
+                    'Number of Doublets': 10,
+                }
+            )
+
+        with self.assertRaises(RuntimeError):
+            self._get_result(
+                {
+                    'Number of Production Wells': 10,
+                    'Number of Doublets': 10,
+                }
+            )
+
+        with self.assertRaises(RuntimeError):
+            self._get_result(
+                {
+                    'Number of Injection Wells': 10,
+                    'Number of Doublets': 10,
+                }
+            )
+
+    def test_number_of_doublets_non_integer(self):
+        """
+        Non-integer values are relevant for MC simulations, since distributions produce floats, and we want
+        Number of Doublets to be compatible with MC.
+        """
+
+        prod_inj_lcoe = self._prod_inj_lcoe_production(
+            self._get_result(
+                {
+                    'Number of Doublets': 40.7381,
+                }
+            )
+        )
+
+        self.assertEqual(prod_inj_lcoe[0], 40)
+        self.assertEqual(prod_inj_lcoe[1], 40)
+
+        prod_inj_lcoe_2 = self._prod_inj_lcoe_production(
+            self._get_result(
+                {
+                    'Number of Doublets': 199.2,
+                }
+            )
+        )
+
+        self.assertEqual(prod_inj_lcoe_2[0], 199)
+        self.assertEqual(prod_inj_lcoe_2[1], 199)
+
+    # noinspection PyMethodMayBeStatic
+    def _get_result(self, _params) -> GeophiresXResult:
+        params = GeophiresInputParameters(
+            {'Reservoir Depth': 5, 'Gradient 1': 74, 'Power Plant Type': 2, 'Maximum Temperature': 600, **_params}
+        )
+        return GeophiresXClient().get_geophires_result(params)
+
+    # noinspection PyMethodMayBeStatic
+    def _prod_inj_lcoe_production(self, _r: GeophiresXResult) -> tuple[int, int, float, float]:
+        return (
+            _r.result['ENGINEERING PARAMETERS']['Number of Production Wells']['value'],
+            _r.result['ENGINEERING PARAMETERS']['Number of Injection Wells']['value'],
+            _r.result['SUMMARY OF RESULTS']['Electricity breakeven price']['value'],
+            _r.result['SURFACE EQUIPMENT SIMULATION RESULTS']['Average Net Electricity Generation']['value'],
+        )
