From 4028e8a4e791c1943f3ee5cffe3c15d23303b34b Mon Sep 17 00:00:00 2001
From: Miranda Mundt <mmundt@sandia.gov>
Date: Wed, 1 Oct 2025 11:44:39 -0600
Subject: [PATCH 1/3] September Typos update

---
 .../archive/matopt/bimetallic_nanocluster_design_src.ipynb      | 2 +-
 idaes_examples/archive/matopt/surface_design_src.ipynb          | 2 +-
 idaes_examples/archive/power_gen/sofc/sofc.py                   | 2 +-
 idaes_examples/mod/hda/hda_ideal_VLE.py                         | 2 +-
 idaes_examples/mod/methanol/methanol_state_block_VLE.py         | 2 +-
 idaes_examples/mod/power_gen/steam_turbine.py                   | 2 +-
 idaes_examples/mod/properties/reaction_property_example.py      | 2 +-
 .../notebooks/docs/flowsheets/hda_flowsheet_with_costing.ipynb  | 2 +-
 .../docs/flowsheets/hda_flowsheet_with_costing_doc.ipynb        | 2 +-
 .../docs/flowsheets/hda_flowsheet_with_costing_test.ipynb       | 2 +-
 .../docs/flowsheets/hda_flowsheet_with_costing_usr.ipynb        | 2 +-
 .../docs/flowsheets/hda_flowsheet_with_distillation.ipynb       | 2 +-
 .../docs/flowsheets/hda_flowsheet_with_distillation_doc.ipynb   | 2 +-
 .../flowsheets/hda_flowsheet_with_distillation_exercise.ipynb   | 2 +-
 .../flowsheets/hda_flowsheet_with_distillation_solution.ipynb   | 2 +-
 .../docs/flowsheets/hda_flowsheet_with_distillation_test.ipynb  | 2 +-
 .../docs/flowsheets/hda_flowsheet_with_distillation_usr.ipynb   | 2 +-
 idaes_examples/notebooks/docs/power_gen/ngcc/ngcc.ipynb         | 2 +-
 idaes_examples/notebooks/docs/power_gen/ngcc/ngcc_doc.ipynb     | 2 +-
 idaes_examples/notebooks/docs/power_gen/ngcc/ngcc_test.ipynb    | 2 +-
 idaes_examples/notebooks/docs/power_gen/ngcc/ngcc_usr.ipynb     | 2 +-
 .../properties/custom/custom_reaction_property_packages.ipynb   | 2 +-
 .../custom/custom_reaction_property_packages_doc.ipynb          | 2 +-
 .../custom/custom_reaction_property_packages_test.ipynb         | 2 +-
 .../custom/custom_reaction_property_packages_usr.ipynb          | 2 +-
 .../notebooks/docs/properties/dictionary_txy_diagrams.ipynb     | 2 +-
 .../notebooks/docs/properties/dictionary_txy_diagrams_doc.ipynb | 2 +-
 .../docs/properties/dictionary_txy_diagrams_test.ipynb          | 2 +-
 .../notebooks/docs/properties/dictionary_txy_diagrams_usr.ipynb | 2 +-
 idaes_examples/notebooks/docs/tut/core/hda_flowsheet.ipynb      | 2 +-
 idaes_examples/notebooks/docs/tut/core/hda_flowsheet_doc.ipynb  | 2 +-
 .../notebooks/docs/tut/core/hda_flowsheet_exercise.ipynb        | 2 +-
 .../notebooks/docs/tut/core/hda_flowsheet_solution.ipynb        | 2 +-
 idaes_examples/notebooks/docs/tut/core/hda_flowsheet_test.ipynb | 2 +-
 idaes_examples/notebooks/docs/tut/core/hda_flowsheet_usr.ipynb  | 2 +-
 idaes_examples/notebooks/docs/unit_models/reactors/cstr.ipynb   | 2 +-
 .../notebooks/docs/unit_models/reactors/cstr_doc.ipynb          | 2 +-
 .../notebooks/docs/unit_models/reactors/cstr_test.ipynb         | 2 +-
 .../notebooks/docs/unit_models/reactors/cstr_usr.ipynb          | 2 +-
 .../docs/unit_models/reactors/equilibrium_reactor.ipynb         | 2 +-
 .../docs/unit_models/reactors/equilibrium_reactor_doc.ipynb     | 2 +-
 .../docs/unit_models/reactors/equilibrium_reactor_test.ipynb    | 2 +-
 .../docs/unit_models/reactors/equilibrium_reactor_usr.ipynb     | 2 +-
 .../notebooks/docs/unit_models/reactors/gibbs_reactor.ipynb     | 2 +-
 .../notebooks/docs/unit_models/reactors/gibbs_reactor_doc.ipynb | 2 +-
 .../docs/unit_models/reactors/gibbs_reactor_test.ipynb          | 2 +-
 .../notebooks/docs/unit_models/reactors/gibbs_reactor_usr.ipynb | 2 +-
 .../notebooks/docs/unit_models/reactors/plug_flow_reactor.ipynb | 2 +-
 .../docs/unit_models/reactors/plug_flow_reactor_doc.ipynb       | 2 +-
 .../docs/unit_models/reactors/plug_flow_reactor_test.ipynb      | 2 +-
 .../docs/unit_models/reactors/plug_flow_reactor_usr.ipynb       | 2 +-
 .../docs/unit_models/reactors/stoichiometric_reactor.ipynb      | 2 +-
 .../docs/unit_models/reactors/stoichiometric_reactor_doc.ipynb  | 2 +-
 .../docs/unit_models/reactors/stoichiometric_reactor_test.ipynb | 2 +-
 .../docs/unit_models/reactors/stoichiometric_reactor_usr.ipynb  | 2 +-
 55 files changed, 55 insertions(+), 55 deletions(-)

diff --git a/idaes_examples/archive/matopt/bimetallic_nanocluster_design_src.ipynb b/idaes_examples/archive/matopt/bimetallic_nanocluster_design_src.ipynb
index a1872731..34461e29 100644
--- a/idaes_examples/archive/matopt/bimetallic_nanocluster_design_src.ipynb
+++ b/idaes_examples/archive/matopt/bimetallic_nanocluster_design_src.ipynb
@@ -199,7 +199,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "To start, we inidcate that the choice to place an atom is fixed so that each canvas site is required to have an atom. This simplifies the problem significantly and results in a model that will seek to find the optimal labeling of metals on the nanocluster. "
+    "To start, we indicate that the choice to place an atom is fixed so that each canvas site is required to have an atom. This simplifies the problem significantly and results in a model that will seek to find the optimal labeling of metals on the nanocluster. "
    ]
   },
   {
diff --git a/idaes_examples/archive/matopt/surface_design_src.ipynb b/idaes_examples/archive/matopt/surface_design_src.ipynb
index 49861f88..bfb00248 100644
--- a/idaes_examples/archive/matopt/surface_design_src.ipynb
+++ b/idaes_examples/archive/matopt/surface_design_src.ipynb
@@ -211,7 +211,7 @@
    "source": [
     "First, we introduce two rules to fix special sites in the design. \n",
     "We fix the bottom two layers of atoms to exist, creating underlying bulk layers above which we will introduce nanostruced defets.\n",
-    "We also fix an arbitrary atom in the top layer, breaking symmetry of the design space and resulting in easier to solve opitmization problems without actually restricting the designs that can be possibly represented. "
+    "We also fix an arbitrary atom in the top layer, breaking symmetry of the design space and resulting in easier to solve optimization problems without actually restricting the designs that can be possibly represented. "
    ]
   },
   {
diff --git a/idaes_examples/archive/power_gen/sofc/sofc.py b/idaes_examples/archive/power_gen/sofc/sofc.py
index 036fd56c..34955f5c 100644
--- a/idaes_examples/archive/power_gen/sofc/sofc.py
+++ b/idaes_examples/archive/power_gen/sofc/sofc.py
@@ -849,7 +849,7 @@ def scale_flowsheet(m):
         m.fs.flash.control_volume.properties_out[0].mole_frac_comp, 1e1
     )
 
-    # hide missing scaling factor wornings
+    # hide missing scaling factor warnings
     scaling_log = idaeslog.getLogger("idaes.core.util.scaling", level=idaeslog.ERROR)
 
     iscale.calculate_scaling_factors(m)
diff --git a/idaes_examples/mod/hda/hda_ideal_VLE.py b/idaes_examples/mod/hda/hda_ideal_VLE.py
index 08bcc3d7..c6295a1c 100644
--- a/idaes_examples/mod/hda/hda_ideal_VLE.py
+++ b/idaes_examples/mod/hda/hda_ideal_VLE.py
@@ -11,7 +11,7 @@
 # at the URL "https://github.com/IDAES/idaes-pse".
 ##############################################################################
 """
-Example ideal parameter block for the VLE calucations for a
+Example ideal parameter block for the VLE calculations for a
 Benzene-Toluene-o-Xylene system.
 """
 
diff --git a/idaes_examples/mod/methanol/methanol_state_block_VLE.py b/idaes_examples/mod/methanol/methanol_state_block_VLE.py
index bbcd02aa..7b20aacb 100644
--- a/idaes_examples/mod/methanol/methanol_state_block_VLE.py
+++ b/idaes_examples/mod/methanol/methanol_state_block_VLE.py
@@ -11,7 +11,7 @@
 # at the URL "https://github.com/IDAES/idaes-pse".
 ##############################################################################
 """
-Property package for ideal VLE calucations for the methanol synthesis problem.
+Property package for ideal VLE calculations for the methanol synthesis problem.
 Correlations from Turkay and Grossmann paper. See Latex files for details.
 """
 
diff --git a/idaes_examples/mod/power_gen/steam_turbine.py b/idaes_examples/mod/power_gen/steam_turbine.py
index 8fac5472..43c9dc31 100644
--- a/idaes_examples/mod/power_gen/steam_turbine.py
+++ b/idaes_examples/mod/power_gen/steam_turbine.py
@@ -521,7 +521,7 @@ def _add_tags(self):
                 format_string="{:.3f}",
                 display_units=pyo.units.kJ / pyo.units.mol,
             )
-        # Tag some important model quntities
+        # Tag some important model quantities
         self.tags = iutil.ModelTagGroup()
         self.tags["power"] = iutil.ModelTag(
             doc=f"Steam turbine electric power output",
diff --git a/idaes_examples/mod/properties/reaction_property_example.py b/idaes_examples/mod/properties/reaction_property_example.py
index 5c2f2475..812418c0 100644
--- a/idaes_examples/mod/properties/reaction_property_example.py
+++ b/idaes_examples/mod/properties/reaction_property_example.py
@@ -140,7 +140,7 @@ def build(self):
             units=pyunits.mol / pyunits.m**3 / pyunits.s / pyunits.Pa**2,
         )
 
-        self.k_eq = Param(initialize=10000, doc="Equlibrium constant", units=pyunits.Pa)
+        self.k_eq = Param(initialize=10000, doc="Equilibrium constant", units=pyunits.Pa)
 
         self.reaction_rate = Var(
             self.params.rate_reaction_idx,
diff --git a/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_costing.ipynb b/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_costing.ipynb
index 656dc674..3ccbb247 100644
--- a/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_costing.ipynb
+++ b/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_costing.ipynb
@@ -45,7 +45,7 @@
     "\n",
     "- Import external pre-built steady-state flowsheets using the IDAES unit model library\n",
     "- Define and add costing blocks using the IDAES Process Costing Framework\n",
-    "- Fomulate and solve a process economics optimization problem\n",
+    "- Formulate and solve a process economics optimization problem\n",
     "    - Defining an objective function\n",
     "    - Setting variable bounds\n",
     "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_costing_doc.ipynb b/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_costing_doc.ipynb
index 0a6a239c..2ee4b7c8 100644
--- a/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_costing_doc.ipynb
+++ b/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_costing_doc.ipynb
@@ -45,7 +45,7 @@
     "\n",
     "- Import external pre-built steady-state flowsheets using the IDAES unit model library\n",
     "- Define and add costing blocks using the IDAES Process Costing Framework\n",
-    "- Fomulate and solve a process economics optimization problem\n",
+    "- Formulate and solve a process economics optimization problem\n",
     "    - Defining an objective function\n",
     "    - Setting variable bounds\n",
     "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_costing_test.ipynb b/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_costing_test.ipynb
index feceb84b..c9068d48 100644
--- a/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_costing_test.ipynb
+++ b/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_costing_test.ipynb
@@ -45,7 +45,7 @@
     "\n",
     "- Import external pre-built steady-state flowsheets using the IDAES unit model library\n",
     "- Define and add costing blocks using the IDAES Process Costing Framework\n",
-    "- Fomulate and solve a process economics optimization problem\n",
+    "- Formulate and solve a process economics optimization problem\n",
     "    - Defining an objective function\n",
     "    - Setting variable bounds\n",
     "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_costing_usr.ipynb b/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_costing_usr.ipynb
index 8c04460d..009608a6 100644
--- a/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_costing_usr.ipynb
+++ b/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_costing_usr.ipynb
@@ -45,7 +45,7 @@
     "\n",
     "- Import external pre-built steady-state flowsheets using the IDAES unit model library\n",
     "- Define and add costing blocks using the IDAES Process Costing Framework\n",
-    "- Fomulate and solve a process economics optimization problem\n",
+    "- Formulate and solve a process economics optimization problem\n",
     "    - Defining an objective function\n",
     "    - Setting variable bounds\n",
     "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_distillation.ipynb b/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_distillation.ipynb
index 44e6cf27..3b7cb86a 100644
--- a/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_distillation.ipynb
+++ b/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_distillation.ipynb
@@ -47,7 +47,7 @@
     "- Construct a steady-state flowsheet using the IDAES unit model library\n",
     "- Connecting unit models in a  flowsheet using Arcs\n",
     "- Using the SequentialDecomposition tool to initialize a flowsheet with recycle\n",
-    "- Fomulate and solve an optimization problem\n",
+    "- Formulate and solve an optimization problem\n",
     "    - Defining an objective function\n",
     "    - Setting variable bounds\n",
     "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_distillation_doc.ipynb b/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_distillation_doc.ipynb
index 1e23d2be..a336a020 100644
--- a/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_distillation_doc.ipynb
+++ b/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_distillation_doc.ipynb
@@ -47,7 +47,7 @@
     "- Construct a steady-state flowsheet using the IDAES unit model library\n",
     "- Connecting unit models in a  flowsheet using Arcs\n",
     "- Using the SequentialDecomposition tool to initialize a flowsheet with recycle\n",
-    "- Fomulate and solve an optimization problem\n",
+    "- Formulate and solve an optimization problem\n",
     "    - Defining an objective function\n",
     "    - Setting variable bounds\n",
     "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_distillation_exercise.ipynb b/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_distillation_exercise.ipynb
index e44357de..176dabfd 100644
--- a/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_distillation_exercise.ipynb
+++ b/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_distillation_exercise.ipynb
@@ -47,7 +47,7 @@
     "- Construct a steady-state flowsheet using the IDAES unit model library\n",
     "- Connecting unit models in a  flowsheet using Arcs\n",
     "- Using the SequentialDecomposition tool to initialize a flowsheet with recycle\n",
-    "- Fomulate and solve an optimization problem\n",
+    "- Formulate and solve an optimization problem\n",
     "    - Defining an objective function\n",
     "    - Setting variable bounds\n",
     "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_distillation_solution.ipynb b/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_distillation_solution.ipynb
index 86d59dd3..c1ecd91b 100644
--- a/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_distillation_solution.ipynb
+++ b/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_distillation_solution.ipynb
@@ -47,7 +47,7 @@
     "- Construct a steady-state flowsheet using the IDAES unit model library\n",
     "- Connecting unit models in a  flowsheet using Arcs\n",
     "- Using the SequentialDecomposition tool to initialize a flowsheet with recycle\n",
-    "- Fomulate and solve an optimization problem\n",
+    "- Formulate and solve an optimization problem\n",
     "    - Defining an objective function\n",
     "    - Setting variable bounds\n",
     "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_distillation_test.ipynb b/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_distillation_test.ipynb
index ba91dc8e..5b9d2479 100644
--- a/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_distillation_test.ipynb
+++ b/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_distillation_test.ipynb
@@ -47,7 +47,7 @@
     "- Construct a steady-state flowsheet using the IDAES unit model library\n",
     "- Connecting unit models in a  flowsheet using Arcs\n",
     "- Using the SequentialDecomposition tool to initialize a flowsheet with recycle\n",
-    "- Fomulate and solve an optimization problem\n",
+    "- Formulate and solve an optimization problem\n",
     "    - Defining an objective function\n",
     "    - Setting variable bounds\n",
     "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_distillation_usr.ipynb b/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_distillation_usr.ipynb
index 86d59dd3..c1ecd91b 100644
--- a/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_distillation_usr.ipynb
+++ b/idaes_examples/notebooks/docs/flowsheets/hda_flowsheet_with_distillation_usr.ipynb
@@ -47,7 +47,7 @@
     "- Construct a steady-state flowsheet using the IDAES unit model library\n",
     "- Connecting unit models in a  flowsheet using Arcs\n",
     "- Using the SequentialDecomposition tool to initialize a flowsheet with recycle\n",
-    "- Fomulate and solve an optimization problem\n",
+    "- Formulate and solve an optimization problem\n",
     "    - Defining an objective function\n",
     "    - Setting variable bounds\n",
     "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/power_gen/ngcc/ngcc.ipynb b/idaes_examples/notebooks/docs/power_gen/ngcc/ngcc.ipynb
index 20fa0c26..1cbff717 100644
--- a/idaes_examples/notebooks/docs/power_gen/ngcc/ngcc.ipynb
+++ b/idaes_examples/notebooks/docs/power_gen/ngcc/ngcc.ipynb
@@ -2809,7 +2809,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Assert results approximately agree with baseline reoprt\n",
+    "# Assert results approximately agree with baseline report\n",
     "assert pyo.value(m.fs.net_power_mw[0]) == pytest.approx(646)\n",
     "assert pyo.value(m.fs.gross_power[0]) == pytest.approx(-690e6, rel=0.001)\n",
     "assert pyo.value(100 * m.fs.lhv_efficiency[0]) == pytest.approx(52.8, abs=0.1)\n",
diff --git a/idaes_examples/notebooks/docs/power_gen/ngcc/ngcc_doc.ipynb b/idaes_examples/notebooks/docs/power_gen/ngcc/ngcc_doc.ipynb
index 7127641c..7a76ae5d 100644
--- a/idaes_examples/notebooks/docs/power_gen/ngcc/ngcc_doc.ipynb
+++ b/idaes_examples/notebooks/docs/power_gen/ngcc/ngcc_doc.ipynb
@@ -2795,7 +2795,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Assert results approximately agree with baseline reoprt\n",
+    "# Assert results approximately agree with baseline report\n",
     "assert pyo.value(m.fs.net_power_mw[0]) == pytest.approx(646)\n",
     "assert pyo.value(m.fs.gross_power[0]) == pytest.approx(-690e6, rel=0.001)\n",
     "assert pyo.value(100 * m.fs.lhv_efficiency[0]) == pytest.approx(52.8, abs=0.1)\n",
diff --git a/idaes_examples/notebooks/docs/power_gen/ngcc/ngcc_test.ipynb b/idaes_examples/notebooks/docs/power_gen/ngcc/ngcc_test.ipynb
index 7127641c..7a76ae5d 100644
--- a/idaes_examples/notebooks/docs/power_gen/ngcc/ngcc_test.ipynb
+++ b/idaes_examples/notebooks/docs/power_gen/ngcc/ngcc_test.ipynb
@@ -2795,7 +2795,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Assert results approximately agree with baseline reoprt\n",
+    "# Assert results approximately agree with baseline report\n",
     "assert pyo.value(m.fs.net_power_mw[0]) == pytest.approx(646)\n",
     "assert pyo.value(m.fs.gross_power[0]) == pytest.approx(-690e6, rel=0.001)\n",
     "assert pyo.value(100 * m.fs.lhv_efficiency[0]) == pytest.approx(52.8, abs=0.1)\n",
diff --git a/idaes_examples/notebooks/docs/power_gen/ngcc/ngcc_usr.ipynb b/idaes_examples/notebooks/docs/power_gen/ngcc/ngcc_usr.ipynb
index 7127641c..7a76ae5d 100644
--- a/idaes_examples/notebooks/docs/power_gen/ngcc/ngcc_usr.ipynb
+++ b/idaes_examples/notebooks/docs/power_gen/ngcc/ngcc_usr.ipynb
@@ -2795,7 +2795,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Assert results approximately agree with baseline reoprt\n",
+    "# Assert results approximately agree with baseline report\n",
     "assert pyo.value(m.fs.net_power_mw[0]) == pytest.approx(646)\n",
     "assert pyo.value(m.fs.gross_power[0]) == pytest.approx(-690e6, rel=0.001)\n",
     "assert pyo.value(100 * m.fs.lhv_efficiency[0]) == pytest.approx(52.8, abs=0.1)\n",
diff --git a/idaes_examples/notebooks/docs/properties/custom/custom_reaction_property_packages.ipynb b/idaes_examples/notebooks/docs/properties/custom/custom_reaction_property_packages.ipynb
index 5a825d3e..372896df 100644
--- a/idaes_examples/notebooks/docs/properties/custom/custom_reaction_property_packages.ipynb
+++ b/idaes_examples/notebooks/docs/properties/custom/custom_reaction_property_packages.ipynb
@@ -406,7 +406,7 @@
     "        units=pyunits.mol / pyunits.m**3 / pyunits.s,\n",
     "    )\n",
     "\n",
-    "    self.k_eq = Param(initialize=10000, doc=\"Equlibrium constant\", units=pyunits.Pa)"
+    "    self.k_eq = Param(initialize=10000, doc=\"Equilibrium constant\", units=pyunits.Pa)"
    ]
   },
   {
diff --git a/idaes_examples/notebooks/docs/properties/custom/custom_reaction_property_packages_doc.ipynb b/idaes_examples/notebooks/docs/properties/custom/custom_reaction_property_packages_doc.ipynb
index de3ceedd..46bf3342 100644
--- a/idaes_examples/notebooks/docs/properties/custom/custom_reaction_property_packages_doc.ipynb
+++ b/idaes_examples/notebooks/docs/properties/custom/custom_reaction_property_packages_doc.ipynb
@@ -414,7 +414,7 @@
     "        units=pyunits.mol / pyunits.m**3 / pyunits.s,\n",
     "    )\n",
     "\n",
-    "    self.k_eq = Param(initialize=10000, doc=\"Equlibrium constant\", units=pyunits.Pa)"
+    "    self.k_eq = Param(initialize=10000, doc=\"Equilibrium constant\", units=pyunits.Pa)"
    ]
   },
   {
diff --git a/idaes_examples/notebooks/docs/properties/custom/custom_reaction_property_packages_test.ipynb b/idaes_examples/notebooks/docs/properties/custom/custom_reaction_property_packages_test.ipynb
index e9f5b157..7b07c6d2 100644
--- a/idaes_examples/notebooks/docs/properties/custom/custom_reaction_property_packages_test.ipynb
+++ b/idaes_examples/notebooks/docs/properties/custom/custom_reaction_property_packages_test.ipynb
@@ -406,7 +406,7 @@
         "        units=pyunits.mol / pyunits.m**3 / pyunits.s,\n",
         "    )\n",
         "\n",
-        "    self.k_eq = Param(initialize=10000, doc=\"Equlibrium constant\", units=pyunits.Pa)"
+        "    self.k_eq = Param(initialize=10000, doc=\"Equilibrium constant\", units=pyunits.Pa)"
       ]
     },
     {
diff --git a/idaes_examples/notebooks/docs/properties/custom/custom_reaction_property_packages_usr.ipynb b/idaes_examples/notebooks/docs/properties/custom/custom_reaction_property_packages_usr.ipynb
index 00d5caa2..455f0384 100644
--- a/idaes_examples/notebooks/docs/properties/custom/custom_reaction_property_packages_usr.ipynb
+++ b/idaes_examples/notebooks/docs/properties/custom/custom_reaction_property_packages_usr.ipynb
@@ -406,7 +406,7 @@
         "        units=pyunits.mol / pyunits.m**3 / pyunits.s,\n",
         "    )\n",
         "\n",
-        "    self.k_eq = Param(initialize=10000, doc=\"Equlibrium constant\", units=pyunits.Pa)"
+        "    self.k_eq = Param(initialize=10000, doc=\"Equilibrium constant\", units=pyunits.Pa)"
       ]
     },
     {
diff --git a/idaes_examples/notebooks/docs/properties/dictionary_txy_diagrams.ipynb b/idaes_examples/notebooks/docs/properties/dictionary_txy_diagrams.ipynb
index b7e1a3cb..290f3e13 100644
--- a/idaes_examples/notebooks/docs/properties/dictionary_txy_diagrams.ipynb
+++ b/idaes_examples/notebooks/docs/properties/dictionary_txy_diagrams.ipynb
@@ -295,7 +295,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "There will be a WARNING from missing scaling factors. This is normal as the Txy diagram function does not know the state definition being used. To learn more about the sacling factor be sure to reed the documentation/examples of the scaling tools."
+    "There will be a WARNING from missing scaling factors. This is normal as the Txy diagram function does not know the state definition being used. To learn more about the scaling factor be sure to reed the documentation/examples of the scaling tools."
    ]
   },
   {
diff --git a/idaes_examples/notebooks/docs/properties/dictionary_txy_diagrams_doc.ipynb b/idaes_examples/notebooks/docs/properties/dictionary_txy_diagrams_doc.ipynb
index 91726cfe..bf8d9700 100644
--- a/idaes_examples/notebooks/docs/properties/dictionary_txy_diagrams_doc.ipynb
+++ b/idaes_examples/notebooks/docs/properties/dictionary_txy_diagrams_doc.ipynb
@@ -295,7 +295,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "There will be a WARNING from missing scaling factors. This is normal as the Txy diagram function does not know the state definition being used. To learn more about the sacling factor be sure to reed the documentation/examples of the scaling tools."
+    "There will be a WARNING from missing scaling factors. This is normal as the Txy diagram function does not know the state definition being used. To learn more about the scaling factor be sure to reed the documentation/examples of the scaling tools."
    ]
   },
   {
diff --git a/idaes_examples/notebooks/docs/properties/dictionary_txy_diagrams_test.ipynb b/idaes_examples/notebooks/docs/properties/dictionary_txy_diagrams_test.ipynb
index 4117f832..b8e76751 100644
--- a/idaes_examples/notebooks/docs/properties/dictionary_txy_diagrams_test.ipynb
+++ b/idaes_examples/notebooks/docs/properties/dictionary_txy_diagrams_test.ipynb
@@ -295,7 +295,7 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "There will be a WARNING from missing scaling factors. This is normal as the Txy diagram function does not know the state definition being used. To learn more about the sacling factor be sure to reed the documentation/examples of the scaling tools."
+        "There will be a WARNING from missing scaling factors. This is normal as the Txy diagram function does not know the state definition being used. To learn more about the scaling factor be sure to reed the documentation/examples of the scaling tools."
       ]
     },
     {
diff --git a/idaes_examples/notebooks/docs/properties/dictionary_txy_diagrams_usr.ipynb b/idaes_examples/notebooks/docs/properties/dictionary_txy_diagrams_usr.ipynb
index 4117f832..b8e76751 100644
--- a/idaes_examples/notebooks/docs/properties/dictionary_txy_diagrams_usr.ipynb
+++ b/idaes_examples/notebooks/docs/properties/dictionary_txy_diagrams_usr.ipynb
@@ -295,7 +295,7 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "There will be a WARNING from missing scaling factors. This is normal as the Txy diagram function does not know the state definition being used. To learn more about the sacling factor be sure to reed the documentation/examples of the scaling tools."
+        "There will be a WARNING from missing scaling factors. This is normal as the Txy diagram function does not know the state definition being used. To learn more about the scaling factor be sure to reed the documentation/examples of the scaling tools."
       ]
     },
     {
diff --git a/idaes_examples/notebooks/docs/tut/core/hda_flowsheet.ipynb b/idaes_examples/notebooks/docs/tut/core/hda_flowsheet.ipynb
index a7645f92..4f11e1c6 100644
--- a/idaes_examples/notebooks/docs/tut/core/hda_flowsheet.ipynb
+++ b/idaes_examples/notebooks/docs/tut/core/hda_flowsheet.ipynb
@@ -42,7 +42,7 @@
     "- Construct a steady-state flowsheet using the IDAES unit model library\n",
     "- Connecting unit models in a  flowsheet using Arcs\n",
     "- Using the SequentialDecomposition tool to initialize a flowsheet with recycle\n",
-    "- Fomulate and solve an optimization problem\n",
+    "- Formulate and solve an optimization problem\n",
     "    - Defining an objective function\n",
     "    - Setting variable bounds\n",
     "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/tut/core/hda_flowsheet_doc.ipynb b/idaes_examples/notebooks/docs/tut/core/hda_flowsheet_doc.ipynb
index 2d862e0d..86569f0e 100644
--- a/idaes_examples/notebooks/docs/tut/core/hda_flowsheet_doc.ipynb
+++ b/idaes_examples/notebooks/docs/tut/core/hda_flowsheet_doc.ipynb
@@ -42,7 +42,7 @@
     "- Construct a steady-state flowsheet using the IDAES unit model library\n",
     "- Connecting unit models in a  flowsheet using Arcs\n",
     "- Using the SequentialDecomposition tool to initialize a flowsheet with recycle\n",
-    "- Fomulate and solve an optimization problem\n",
+    "- Formulate and solve an optimization problem\n",
     "    - Defining an objective function\n",
     "    - Setting variable bounds\n",
     "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/tut/core/hda_flowsheet_exercise.ipynb b/idaes_examples/notebooks/docs/tut/core/hda_flowsheet_exercise.ipynb
index bcdc90bb..ef8abc44 100644
--- a/idaes_examples/notebooks/docs/tut/core/hda_flowsheet_exercise.ipynb
+++ b/idaes_examples/notebooks/docs/tut/core/hda_flowsheet_exercise.ipynb
@@ -42,7 +42,7 @@
     "- Construct a steady-state flowsheet using the IDAES unit model library\n",
     "- Connecting unit models in a  flowsheet using Arcs\n",
     "- Using the SequentialDecomposition tool to initialize a flowsheet with recycle\n",
-    "- Fomulate and solve an optimization problem\n",
+    "- Formulate and solve an optimization problem\n",
     "    - Defining an objective function\n",
     "    - Setting variable bounds\n",
     "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/tut/core/hda_flowsheet_solution.ipynb b/idaes_examples/notebooks/docs/tut/core/hda_flowsheet_solution.ipynb
index 6f8b47f4..088af81e 100644
--- a/idaes_examples/notebooks/docs/tut/core/hda_flowsheet_solution.ipynb
+++ b/idaes_examples/notebooks/docs/tut/core/hda_flowsheet_solution.ipynb
@@ -42,7 +42,7 @@
     "- Construct a steady-state flowsheet using the IDAES unit model library\n",
     "- Connecting unit models in a  flowsheet using Arcs\n",
     "- Using the SequentialDecomposition tool to initialize a flowsheet with recycle\n",
-    "- Fomulate and solve an optimization problem\n",
+    "- Formulate and solve an optimization problem\n",
     "    - Defining an objective function\n",
     "    - Setting variable bounds\n",
     "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/tut/core/hda_flowsheet_test.ipynb b/idaes_examples/notebooks/docs/tut/core/hda_flowsheet_test.ipynb
index 415cf48c..83d872c4 100644
--- a/idaes_examples/notebooks/docs/tut/core/hda_flowsheet_test.ipynb
+++ b/idaes_examples/notebooks/docs/tut/core/hda_flowsheet_test.ipynb
@@ -42,7 +42,7 @@
     "- Construct a steady-state flowsheet using the IDAES unit model library\n",
     "- Connecting unit models in a  flowsheet using Arcs\n",
     "- Using the SequentialDecomposition tool to initialize a flowsheet with recycle\n",
-    "- Fomulate and solve an optimization problem\n",
+    "- Formulate and solve an optimization problem\n",
     "    - Defining an objective function\n",
     "    - Setting variable bounds\n",
     "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/tut/core/hda_flowsheet_usr.ipynb b/idaes_examples/notebooks/docs/tut/core/hda_flowsheet_usr.ipynb
index 6f8b47f4..088af81e 100644
--- a/idaes_examples/notebooks/docs/tut/core/hda_flowsheet_usr.ipynb
+++ b/idaes_examples/notebooks/docs/tut/core/hda_flowsheet_usr.ipynb
@@ -42,7 +42,7 @@
     "- Construct a steady-state flowsheet using the IDAES unit model library\n",
     "- Connecting unit models in a  flowsheet using Arcs\n",
     "- Using the SequentialDecomposition tool to initialize a flowsheet with recycle\n",
-    "- Fomulate and solve an optimization problem\n",
+    "- Formulate and solve an optimization problem\n",
     "    - Defining an objective function\n",
     "    - Setting variable bounds\n",
     "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/unit_models/reactors/cstr.ipynb b/idaes_examples/notebooks/docs/unit_models/reactors/cstr.ipynb
index 0d0fc742..f6635a4a 100644
--- a/idaes_examples/notebooks/docs/unit_models/reactors/cstr.ipynb
+++ b/idaes_examples/notebooks/docs/unit_models/reactors/cstr.ipynb
@@ -42,7 +42,7 @@
     "- Call and implement the IDAES CSTR unit model\n",
     "- Construct a steady-state flowsheet using the IDAES unit model library\n",
     "- Connecting unit models in a flowsheet using Arcs\n",
-    "- Fomulate and solve an optimization problem\n",
+    "- Formulate and solve an optimization problem\n",
     "    - Defining an objective function\n",
     "    - Setting variable bounds\n",
     "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/unit_models/reactors/cstr_doc.ipynb b/idaes_examples/notebooks/docs/unit_models/reactors/cstr_doc.ipynb
index 891c3495..0df12dce 100644
--- a/idaes_examples/notebooks/docs/unit_models/reactors/cstr_doc.ipynb
+++ b/idaes_examples/notebooks/docs/unit_models/reactors/cstr_doc.ipynb
@@ -42,7 +42,7 @@
         "- Call and implement the IDAES CSTR unit model\n",
         "- Construct a steady-state flowsheet using the IDAES unit model library\n",
         "- Connecting unit models in a flowsheet using Arcs\n",
-        "- Fomulate and solve an optimization problem\n",
+        "- Formulate and solve an optimization problem\n",
         "    - Defining an objective function\n",
         "    - Setting variable bounds\n",
         "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/unit_models/reactors/cstr_test.ipynb b/idaes_examples/notebooks/docs/unit_models/reactors/cstr_test.ipynb
index a77d3809..f552f10e 100644
--- a/idaes_examples/notebooks/docs/unit_models/reactors/cstr_test.ipynb
+++ b/idaes_examples/notebooks/docs/unit_models/reactors/cstr_test.ipynb
@@ -42,7 +42,7 @@
         "- Call and implement the IDAES CSTR unit model\n",
         "- Construct a steady-state flowsheet using the IDAES unit model library\n",
         "- Connecting unit models in a flowsheet using Arcs\n",
-        "- Fomulate and solve an optimization problem\n",
+        "- Formulate and solve an optimization problem\n",
         "    - Defining an objective function\n",
         "    - Setting variable bounds\n",
         "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/unit_models/reactors/cstr_usr.ipynb b/idaes_examples/notebooks/docs/unit_models/reactors/cstr_usr.ipynb
index 946169b9..6c22e990 100644
--- a/idaes_examples/notebooks/docs/unit_models/reactors/cstr_usr.ipynb
+++ b/idaes_examples/notebooks/docs/unit_models/reactors/cstr_usr.ipynb
@@ -42,7 +42,7 @@
         "- Call and implement the IDAES CSTR unit model\n",
         "- Construct a steady-state flowsheet using the IDAES unit model library\n",
         "- Connecting unit models in a flowsheet using Arcs\n",
-        "- Fomulate and solve an optimization problem\n",
+        "- Formulate and solve an optimization problem\n",
         "    - Defining an objective function\n",
         "    - Setting variable bounds\n",
         "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/unit_models/reactors/equilibrium_reactor.ipynb b/idaes_examples/notebooks/docs/unit_models/reactors/equilibrium_reactor.ipynb
index e8b02ceb..a1f8fd24 100644
--- a/idaes_examples/notebooks/docs/unit_models/reactors/equilibrium_reactor.ipynb
+++ b/idaes_examples/notebooks/docs/unit_models/reactors/equilibrium_reactor.ipynb
@@ -42,7 +42,7 @@
     "- Call and implement the IDAES EquilibriumReactor unit model\n",
     "- Construct a steady-state flowsheet using the IDAES unit model library\n",
     "- Connecting unit models in a flowsheet using Arcs\n",
-    "- Fomulate and solve an optimization problem\n",
+    "- Formulate and solve an optimization problem\n",
     "    - Defining an objective function\n",
     "    - Setting variable bounds\n",
     "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/unit_models/reactors/equilibrium_reactor_doc.ipynb b/idaes_examples/notebooks/docs/unit_models/reactors/equilibrium_reactor_doc.ipynb
index bafa95cf..55632a3d 100644
--- a/idaes_examples/notebooks/docs/unit_models/reactors/equilibrium_reactor_doc.ipynb
+++ b/idaes_examples/notebooks/docs/unit_models/reactors/equilibrium_reactor_doc.ipynb
@@ -42,7 +42,7 @@
         "- Call and implement the IDAES EquilibriumReactor unit model\n",
         "- Construct a steady-state flowsheet using the IDAES unit model library\n",
         "- Connecting unit models in a flowsheet using Arcs\n",
-        "- Fomulate and solve an optimization problem\n",
+        "- Formulate and solve an optimization problem\n",
         "    - Defining an objective function\n",
         "    - Setting variable bounds\n",
         "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/unit_models/reactors/equilibrium_reactor_test.ipynb b/idaes_examples/notebooks/docs/unit_models/reactors/equilibrium_reactor_test.ipynb
index a845483e..666ce9ca 100644
--- a/idaes_examples/notebooks/docs/unit_models/reactors/equilibrium_reactor_test.ipynb
+++ b/idaes_examples/notebooks/docs/unit_models/reactors/equilibrium_reactor_test.ipynb
@@ -42,7 +42,7 @@
         "- Call and implement the IDAES EquilibriumReactor unit model\n",
         "- Construct a steady-state flowsheet using the IDAES unit model library\n",
         "- Connecting unit models in a flowsheet using Arcs\n",
-        "- Fomulate and solve an optimization problem\n",
+        "- Formulate and solve an optimization problem\n",
         "    - Defining an objective function\n",
         "    - Setting variable bounds\n",
         "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/unit_models/reactors/equilibrium_reactor_usr.ipynb b/idaes_examples/notebooks/docs/unit_models/reactors/equilibrium_reactor_usr.ipynb
index 6185b931..c0231679 100644
--- a/idaes_examples/notebooks/docs/unit_models/reactors/equilibrium_reactor_usr.ipynb
+++ b/idaes_examples/notebooks/docs/unit_models/reactors/equilibrium_reactor_usr.ipynb
@@ -42,7 +42,7 @@
         "- Call and implement the IDAES EquilibriumReactor unit model\n",
         "- Construct a steady-state flowsheet using the IDAES unit model library\n",
         "- Connecting unit models in a flowsheet using Arcs\n",
-        "- Fomulate and solve an optimization problem\n",
+        "- Formulate and solve an optimization problem\n",
         "    - Defining an objective function\n",
         "    - Setting variable bounds\n",
         "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/unit_models/reactors/gibbs_reactor.ipynb b/idaes_examples/notebooks/docs/unit_models/reactors/gibbs_reactor.ipynb
index da52dcfb..51e646fa 100644
--- a/idaes_examples/notebooks/docs/unit_models/reactors/gibbs_reactor.ipynb
+++ b/idaes_examples/notebooks/docs/unit_models/reactors/gibbs_reactor.ipynb
@@ -42,7 +42,7 @@
     "- Call and implement the IDAES GibbsReactor unit model\n",
     "- Construct a steady-state flowsheet using the IDAES unit model library\n",
     "- Connecting unit models in a flowsheet using Arcs\n",
-    "- Fomulate and solve an optimization problem\n",
+    "- Formulate and solve an optimization problem\n",
     "    - Defining an objective function\n",
     "    - Setting variable bounds\n",
     "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/unit_models/reactors/gibbs_reactor_doc.ipynb b/idaes_examples/notebooks/docs/unit_models/reactors/gibbs_reactor_doc.ipynb
index 069a9a84..372155e6 100644
--- a/idaes_examples/notebooks/docs/unit_models/reactors/gibbs_reactor_doc.ipynb
+++ b/idaes_examples/notebooks/docs/unit_models/reactors/gibbs_reactor_doc.ipynb
@@ -42,7 +42,7 @@
         "- Call and implement the IDAES GibbsReactor unit model\n",
         "- Construct a steady-state flowsheet using the IDAES unit model library\n",
         "- Connecting unit models in a flowsheet using Arcs\n",
-        "- Fomulate and solve an optimization problem\n",
+        "- Formulate and solve an optimization problem\n",
         "    - Defining an objective function\n",
         "    - Setting variable bounds\n",
         "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/unit_models/reactors/gibbs_reactor_test.ipynb b/idaes_examples/notebooks/docs/unit_models/reactors/gibbs_reactor_test.ipynb
index 7a9cba50..b9a12337 100644
--- a/idaes_examples/notebooks/docs/unit_models/reactors/gibbs_reactor_test.ipynb
+++ b/idaes_examples/notebooks/docs/unit_models/reactors/gibbs_reactor_test.ipynb
@@ -42,7 +42,7 @@
         "- Call and implement the IDAES GibbsReactor unit model\n",
         "- Construct a steady-state flowsheet using the IDAES unit model library\n",
         "- Connecting unit models in a flowsheet using Arcs\n",
-        "- Fomulate and solve an optimization problem\n",
+        "- Formulate and solve an optimization problem\n",
         "    - Defining an objective function\n",
         "    - Setting variable bounds\n",
         "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/unit_models/reactors/gibbs_reactor_usr.ipynb b/idaes_examples/notebooks/docs/unit_models/reactors/gibbs_reactor_usr.ipynb
index b7984618..119dcb5f 100644
--- a/idaes_examples/notebooks/docs/unit_models/reactors/gibbs_reactor_usr.ipynb
+++ b/idaes_examples/notebooks/docs/unit_models/reactors/gibbs_reactor_usr.ipynb
@@ -42,7 +42,7 @@
         "- Call and implement the IDAES GibbsReactor unit model\n",
         "- Construct a steady-state flowsheet using the IDAES unit model library\n",
         "- Connecting unit models in a flowsheet using Arcs\n",
-        "- Fomulate and solve an optimization problem\n",
+        "- Formulate and solve an optimization problem\n",
         "    - Defining an objective function\n",
         "    - Setting variable bounds\n",
         "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/unit_models/reactors/plug_flow_reactor.ipynb b/idaes_examples/notebooks/docs/unit_models/reactors/plug_flow_reactor.ipynb
index 989a3458..fbe3f8a2 100644
--- a/idaes_examples/notebooks/docs/unit_models/reactors/plug_flow_reactor.ipynb
+++ b/idaes_examples/notebooks/docs/unit_models/reactors/plug_flow_reactor.ipynb
@@ -41,7 +41,7 @@
         "- Call and implement the IDAES PFR unit model\n",
         "- Construct a steady-state flowsheet using the IDAES unit model library\n",
         "- Connecting unit models in a flowsheet using Arcs\n",
-        "- Fomulate and solve an optimization problem\n",
+        "- Formulate and solve an optimization problem\n",
         "    - Defining an objective function\n",
         "    - Setting variable bounds\n",
         "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/unit_models/reactors/plug_flow_reactor_doc.ipynb b/idaes_examples/notebooks/docs/unit_models/reactors/plug_flow_reactor_doc.ipynb
index 05620386..6b753730 100644
--- a/idaes_examples/notebooks/docs/unit_models/reactors/plug_flow_reactor_doc.ipynb
+++ b/idaes_examples/notebooks/docs/unit_models/reactors/plug_flow_reactor_doc.ipynb
@@ -41,7 +41,7 @@
         "- Call and implement the IDAES PFR unit model\n",
         "- Construct a steady-state flowsheet using the IDAES unit model library\n",
         "- Connecting unit models in a flowsheet using Arcs\n",
-        "- Fomulate and solve an optimization problem\n",
+        "- Formulate and solve an optimization problem\n",
         "    - Defining an objective function\n",
         "    - Setting variable bounds\n",
         "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/unit_models/reactors/plug_flow_reactor_test.ipynb b/idaes_examples/notebooks/docs/unit_models/reactors/plug_flow_reactor_test.ipynb
index 76d32312..dceac03b 100644
--- a/idaes_examples/notebooks/docs/unit_models/reactors/plug_flow_reactor_test.ipynb
+++ b/idaes_examples/notebooks/docs/unit_models/reactors/plug_flow_reactor_test.ipynb
@@ -41,7 +41,7 @@
         "- Call and implement the IDAES PFR unit model\n",
         "- Construct a steady-state flowsheet using the IDAES unit model library\n",
         "- Connecting unit models in a flowsheet using Arcs\n",
-        "- Fomulate and solve an optimization problem\n",
+        "- Formulate and solve an optimization problem\n",
         "    - Defining an objective function\n",
         "    - Setting variable bounds\n",
         "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/unit_models/reactors/plug_flow_reactor_usr.ipynb b/idaes_examples/notebooks/docs/unit_models/reactors/plug_flow_reactor_usr.ipynb
index 30984465..da555ce7 100644
--- a/idaes_examples/notebooks/docs/unit_models/reactors/plug_flow_reactor_usr.ipynb
+++ b/idaes_examples/notebooks/docs/unit_models/reactors/plug_flow_reactor_usr.ipynb
@@ -41,7 +41,7 @@
         "- Call and implement the IDAES PFR unit model\n",
         "- Construct a steady-state flowsheet using the IDAES unit model library\n",
         "- Connecting unit models in a flowsheet using Arcs\n",
-        "- Fomulate and solve an optimization problem\n",
+        "- Formulate and solve an optimization problem\n",
         "    - Defining an objective function\n",
         "    - Setting variable bounds\n",
         "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/unit_models/reactors/stoichiometric_reactor.ipynb b/idaes_examples/notebooks/docs/unit_models/reactors/stoichiometric_reactor.ipynb
index b0ed3611..2335f6a4 100644
--- a/idaes_examples/notebooks/docs/unit_models/reactors/stoichiometric_reactor.ipynb
+++ b/idaes_examples/notebooks/docs/unit_models/reactors/stoichiometric_reactor.ipynb
@@ -41,7 +41,7 @@
     "- Call and implement the IDAES StochiometricReactor unit model\n",
     "- Construct a steady-state flowsheet using the IDAES unit model library\n",
     "- Connecting unit models in a flowsheet using Arcs\n",
-    "- Fomulate and solve an optimization problem\n",
+    "- Formulate and solve an optimization problem\n",
     "    - Defining an objective function\n",
     "    - Setting variable bounds\n",
     "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/unit_models/reactors/stoichiometric_reactor_doc.ipynb b/idaes_examples/notebooks/docs/unit_models/reactors/stoichiometric_reactor_doc.ipynb
index 99443416..d8a8866f 100644
--- a/idaes_examples/notebooks/docs/unit_models/reactors/stoichiometric_reactor_doc.ipynb
+++ b/idaes_examples/notebooks/docs/unit_models/reactors/stoichiometric_reactor_doc.ipynb
@@ -41,7 +41,7 @@
         "- Call and implement the IDAES StochiometricReactor unit model\n",
         "- Construct a steady-state flowsheet using the IDAES unit model library\n",
         "- Connecting unit models in a flowsheet using Arcs\n",
-        "- Fomulate and solve an optimization problem\n",
+        "- Formulate and solve an optimization problem\n",
         "    - Defining an objective function\n",
         "    - Setting variable bounds\n",
         "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/unit_models/reactors/stoichiometric_reactor_test.ipynb b/idaes_examples/notebooks/docs/unit_models/reactors/stoichiometric_reactor_test.ipynb
index 675c7fea..4135cb99 100644
--- a/idaes_examples/notebooks/docs/unit_models/reactors/stoichiometric_reactor_test.ipynb
+++ b/idaes_examples/notebooks/docs/unit_models/reactors/stoichiometric_reactor_test.ipynb
@@ -41,7 +41,7 @@
         "- Call and implement the IDAES StochiometricReactor unit model\n",
         "- Construct a steady-state flowsheet using the IDAES unit model library\n",
         "- Connecting unit models in a flowsheet using Arcs\n",
-        "- Fomulate and solve an optimization problem\n",
+        "- Formulate and solve an optimization problem\n",
         "    - Defining an objective function\n",
         "    - Setting variable bounds\n",
         "    - Adding additional constraints \n",
diff --git a/idaes_examples/notebooks/docs/unit_models/reactors/stoichiometric_reactor_usr.ipynb b/idaes_examples/notebooks/docs/unit_models/reactors/stoichiometric_reactor_usr.ipynb
index 5660e55a..3ce8eb06 100644
--- a/idaes_examples/notebooks/docs/unit_models/reactors/stoichiometric_reactor_usr.ipynb
+++ b/idaes_examples/notebooks/docs/unit_models/reactors/stoichiometric_reactor_usr.ipynb
@@ -41,7 +41,7 @@
         "- Call and implement the IDAES StochiometricReactor unit model\n",
         "- Construct a steady-state flowsheet using the IDAES unit model library\n",
         "- Connecting unit models in a flowsheet using Arcs\n",
-        "- Fomulate and solve an optimization problem\n",
+        "- Formulate and solve an optimization problem\n",
         "    - Defining an objective function\n",
         "    - Setting variable bounds\n",
         "    - Adding additional constraints \n",

From adebd0cd5263ddf1f55c4c6ee1b1cb63ecd085b3 Mon Sep 17 00:00:00 2001
From: Miranda Mundt <mmundt@sandia.gov>
Date: Wed, 1 Oct 2025 11:50:34 -0600
Subject: [PATCH 2/3] Add diff to job, fix black formatting

---
 .github/workflows/core.yml                                 | 2 +-
 idaes_examples/mod/properties/reaction_property_example.py | 4 +++-
 2 files changed, 4 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/core.yml b/.github/workflows/core.yml
index 3ac8d2a4..1dfde479 100644
--- a/.github/workflows/core.yml
+++ b/.github/workflows/core.yml
@@ -59,7 +59,7 @@ jobs:
           pip install --progress-bar off black[jupyter]==24.3.0
       - name: Run Black to verify that the committed code is formatted
         run: |
-          black --check .
+          black --check --diff .
 
   spell-check:
     name: Check Spelling
diff --git a/idaes_examples/mod/properties/reaction_property_example.py b/idaes_examples/mod/properties/reaction_property_example.py
index 812418c0..64db60e3 100644
--- a/idaes_examples/mod/properties/reaction_property_example.py
+++ b/idaes_examples/mod/properties/reaction_property_example.py
@@ -140,7 +140,9 @@ def build(self):
             units=pyunits.mol / pyunits.m**3 / pyunits.s / pyunits.Pa**2,
         )
 
-        self.k_eq = Param(initialize=10000, doc="Equilibrium constant", units=pyunits.Pa)
+        self.k_eq = Param(
+            initialize=10000, doc="Equilibrium constant", units=pyunits.Pa
+        )
 
         self.reaction_rate = Var(
             self.params.rate_reaction_idx,

From 64fd034f076e43ec4f0c653ce0f92a6bc928591b Mon Sep 17 00:00:00 2001
From: Miranda Mundt <55767766+mrmundt@users.noreply.github.com>
Date: Thu, 2 Oct 2025 09:05:31 -0600
Subject: [PATCH 3/3] Add in a weekly scheduled job to make sure no spurious
 failures are introduced

---
 .github/workflows/core.yml | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/.github/workflows/core.yml b/.github/workflows/core.yml
index 1dfde479..c9c7e1bf 100644
--- a/.github/workflows/core.yml
+++ b/.github/workflows/core.yml
@@ -4,6 +4,9 @@ on:
   push:
     branches:
       - main
+  schedule:
+    # run Sundays at 3:00 am UTC (10 pm ET/7 pm PT)
+    - cron: '0 3 * * 0'
   repository_dispatch:
     # to run this, send a POST API call at repos/IDAES/idaes-pse/dispatches with the specified event_type
     # e.g. `gh repos/IDAES/idaes-pse/dispatches -F event_type=ci_run_tests`