Add eich jet asdex sol scalings

documentation/source/physics-models/plasma_scrape_off_layer.md

@@ -83,11 +83,42 @@ The $R^2$ value for this fit is 0.55
 
 --------
 
+### Eich 2011 JET Model | `calculate_eich2011_jet_sol_power_decay_length()`
+
+The power decay length in metres is given by[^eich_2011]:
+
+$$
+\lambda_q = 0.7(\pm0.26) \times 10^{-3} B_{\text{T,0}}^{-0.84(\pm0.26)} q_{\text{cyl}}^{1.23(\pm0.26)} P_{\text{sep}}^{0.14(\pm0.14)}
+$$
+
+Here $B_{\text{T,0}}$ is the on axis toroidal magnetic field, $q_{\text{cyl}}$ is the cylindrical safety factor and $P_{\text{sep}}$ is the plasma separatrix power in $\text{MW}$.
+
+This can be found in Table 2 from Eich et.al [^eich_2011]
+
+
+----------
+
+### Eich 2011 JET+ASDEX Model | `calculate_eich2011_jet_asdex_sol_power_decay_length()`
+
+The power decay length in metres is given by[^eich_2011]:
+
+$$
+\lambda_q = 0.73(\pm0.38) \times 10^{-3} B_{\text{T,0}}^{-0.78(\pm0.25)} q_{\text{cyl}}^{1.2(\pm0.27)} P_{\text{sep}}^{0.1(\pm0.11)}R_0^{0.02(\pm0.2)}
+$$
+
+Here $B_{\text{T,0}}$ is the on axis toroidal magnetic field, $q_{\text{cyl}}$ is the cylindrical safety factor, $P_{\text{sep}}$ is the plasma separatrix power in $\text{MW}$ and $R_0$ is the plasma major radius.
+
+This can be found in Table 2 from Eich et.al [^eich_2011]
+
+------------------
+
 [^eich_2013]: T. Eich et al., “Scaling of the tokamak near the scrape-off layer H-mode power width and implications for ITER,” Nuclear Fusion, vol. 53, no. 9 p. 093031, Aug. 2013, doi: 10.1088/0029-5515/53/9/093031.
 
 [^mast_2014]: A. J. Thornton and A. Kirk, “Scaling of the scrape-off layer width during inter-ELM H modes on MAST as measured by infrared thermography,”
 Plasma Physics and Controlled Fusion, vol. 56, no. 5, p. 055008, Apr. 2014, doi: 10.1088/0741-3335/56/5/055008.
 
 [^stangeby_boundary]: P. C. Stangeby, “The Plasma Boundary of Magnetic Fusion Devices,” Jan. 2000, doi: 10.1201/9780367801489.
 
-[^henderson_step]: S. S. Henderson et al., “An overview of the STEP divertor design and the simple models driving the plasma exhaust scenario,” Nuclear Fusion, vol. 65, no. 1, pp. 016033–016033, Nov. 2024, doi: 10.1088/1741-4326/ad93e7.
+[^henderson_step]: S. S. Henderson et al., “An overview of the STEP divertor design and the simple models driving the plasma exhaust scenario,” Nuclear Fusion, vol. 65, no. 1, pp. 016033–016033, Nov. 2024, doi: 10.1088/1741-4326/ad93e7.
+
+[^eich_2011]: T. Eich, B. Sieglin, A. Scarabosio, W. Fundamenski, Robert James Goldston, and A. Herrmann, “Inter-ELM Power Decay Length for JET and ASDEX Upgrade: Measurement and Comparison with Heuristic Drift-Based Model,” Physical Review Letters, vol. 107, no. 21, Nov. 2011, doi: https://doi.org/10.1103/PhysRevLett.107.215001. 

process/core/io/plot/summary.py

@@ -23,7 +23,10 @@
 from process.data_structure.impurity_radiation_variables import N_IMPURITIES
 from process.data_structure.numerics import FiguresOfMerit, PROCESSRunMode
 from process.data_structure.pfcoil_variables import NFIXMX
-from process.data_structure.physics_variables import ConfinementTimeModel
+from process.data_structure.physics_variables import (
+    ConfinementTimeModel,
+    OutbordSOLPowerDecayLengthModel,
+)
 from process.data_structure.superconducting_tf_coil_variables import TFWPIntegerTurnType
 from process.models.build import Build
 from process.models.engineering.materials import (
@@ -9029,12 +9032,19 @@ def plot_sol_power_decay_length_comparison(axis: plt.Axes, mfile: MFile, scan: i
     len_plasma_sol_mast14_power_decay_2_mm = (
         mfile.get("len_plasma_sol_mast14_power_decay_2", scan=scan) * 1e3
     )
-
+    len_plasma_sol_eich11_jet_power_decay_mm = (
+        mfile.get("len_plasma_sol_eich11_jet_power_decay", scan=scan) * 1e3
+    )
+    len_plasma_sol_eich11_jet_asdex_power_decay_mm = (
+        mfile.get("len_plasma_sol_eich11_jet_asdex_power_decay", scan=scan) * 1e3
+    )
     # Data for the box plot
     data = {
-        "Eich 2013": len_plasma_sol_eich13_power_decay_mm,
-        "MAST 2014 (1)": len_plasma_sol_mast14_power_decay_1_mm,
-        "MAST 2014 (2)": len_plasma_sol_mast14_power_decay_2_mm,
+        f"{OutbordSOLPowerDecayLengthModel.EICH_2013.description}": len_plasma_sol_eich13_power_decay_mm,
+        f"{OutbordSOLPowerDecayLengthModel.MAST_2014_1.description}": len_plasma_sol_mast14_power_decay_1_mm,
+        f"{OutbordSOLPowerDecayLengthModel.MAST_2014_2.description}": len_plasma_sol_mast14_power_decay_2_mm,
+        f"{OutbordSOLPowerDecayLengthModel.EICH_2011_JET.description}": len_plasma_sol_eich11_jet_power_decay_mm,
+        f"{OutbordSOLPowerDecayLengthModel.EICH_2011_JET_ASDEX.description}": len_plasma_sol_eich11_jet_asdex_power_decay_mm,
     }
     # Create the violin plot
     axis.violinplot(data.values(), showextrema=False)

process/data_structure/physics_variables.py

@@ -14,6 +14,8 @@ class OutbordSOLPowerDecayLengthModel(IntEnum):
     EICH_2013 = (1, "Eich 2013")
     MAST_2014_1 = (2, "MAST 2014-1")
     MAST_2014_2 = (3, "MAST 2014-2")
+    EICH_2011_JET = (4, "Eich 2011 JET")
+    EICH_2011_JET_ASDEX = (5, "Eich 2011 JET + ASDEX Upgrade")
 
     def __new__(cls, value: int, description: str):
         """Create a new instance of OutbordSOLPowerDecayLengthModel.
@@ -1708,6 +1710,12 @@ class PhysicsData:
     len_plasma_sol_mast14_power_decay_2: float = 0.0
     """MAST 2014 power decay length in the scrape-off layer scaling 2 (λ_q) [m]"""
 
+    len_plasma_sol_eich11_jet_power_decay: float = 0.0
+    """Eich 2011 JET power decay length in the scrape-off layer scaling (λ_q) [m]"""
+
+    len_plasma_sol_eich11_jet_asdex_power_decay: float = 0.0
+    """Eich 2011 JET + ASDEX power decay length in the scrape-off layer scaling (λ_q) [m]"""
+
     a_plasma_outboard_sol_eich13_parallel: float = 0.0
     """Plasma outboard midplane (upstream) Eich 2013 SOL parallel area (Aₗₗ,ᵤ) [m]"""
 

process/models/physics/scrape_off_layer.py

@@ -41,6 +41,23 @@ def run(self):
             )
         )
 
+        self.data.physics.len_plasma_sol_eich11_jet_power_decay = (
+            self.calculate_eich2011_jet_sol_power_decay_length(
+                b_plasma_toroidal_on_axis=self.data.physics.b_plasma_toroidal_on_axis,
+                q_cyl=self.data.physics.qstar,
+                p_plasma_separatrix_mw=self.data.physics.p_plasma_separatrix_mw,
+            )
+        )
+
+        self.data.physics.len_plasma_sol_eich11_jet_asdex_power_decay = (
+            self.calculate_eich2011_jet_asdex_sol_power_decay_length(
+                b_plasma_toroidal_on_axis=self.data.physics.b_plasma_toroidal_on_axis,
+                q_cyl=self.data.physics.qstar,
+                p_plasma_separatrix_mw=self.data.physics.p_plasma_separatrix_mw,
+                rmajor=self.data.physics.rmajor,
+            )
+        )
+
         # Set to user input if OutbordSOLPowerDecayLengthModel = 1/USER_INUT
 
         if (
@@ -70,6 +87,24 @@ def run(self):
             self.data.physics.len_sol_outboard_power_decay = (
                 self.data.physics.len_plasma_sol_mast14_power_decay_2
             )
+        elif (
+            OutbordSOLPowerDecayLengthModel(
+                self.data.physics.i_len_sol_outboard_power_decay
+            )
+            == OutbordSOLPowerDecayLengthModel.EICH_2011_JET
+        ):
+            self.data.physics.len_sol_outboard_power_decay = (
+                self.data.physics.len_plasma_sol_eich11_jet_power_decay
+            )
+        elif (
+            OutbordSOLPowerDecayLengthModel(
+                self.data.physics.i_len_sol_outboard_power_decay
+            )
+            == OutbordSOLPowerDecayLengthModel.EICH_2011_JET_ASDEX
+        ):
+            self.data.physics.len_sol_outboard_power_decay = (
+                self.data.physics.len_plasma_sol_eich11_jet_asdex_power_decay
+            )
 
         self.data.physics.a_plasma_outboard_sol_parallel = self.calculate_upstream_sol_outboard_parallel_area(  # noqa: E501
             rmajor=self.data.physics.rmajor,
@@ -136,6 +171,18 @@ def output(self) -> None:
             "(len_plasma_sol_mast14_power_decay_2)",
             self.data.physics.len_plasma_sol_mast14_power_decay_2,
         )
+        po.ovarre(
+            self.outfile,
+            "Eich 2011 JET SOL power decay length (λ_q) [m]",
+            "(len_plasma_sol_eich11_jet_power_decay)",
+            self.data.physics.len_plasma_sol_eich11_jet_power_decay,
+        )
+        po.ovarre(
+            self.outfile,
+            "Eich 2011 JET + ASDEX Upgrade SOL power decay length (λ_q) [m]",
+            "(len_plasma_sol_eich11_jet_asdex_power_decay)",
+            self.data.physics.len_plasma_sol_eich11_jet_asdex_power_decay,
+        )
         po.oblnkl(self.outfile)
         po.ocmmnt(self.outfile, "----------------------------")
 
@@ -283,6 +330,94 @@ def calculate_mast2014_sol_power_decay_length_2(
         """
         return 4.57e-3 * p_plasma_separatrix_mw**0.22 * cur_plasma_ma**-0.64
 
+    @staticmethod
+    def calculate_eich2011_jet_sol_power_decay_length(
+        b_plasma_toroidal_on_axis: float,
+        q_cyl: float,
+        p_plasma_separatrix_mw: float,
+    ) -> float:
+        """Calculate the Eich 2011 JET SOL power decay length (λ_q).
+
+        Parameters
+        ----------
+        b_plasma_toroidal_on_axis : float
+            Toroidal magnetic field at the plasma axis (Bᴛ(R₀)) [T]
+        q_cyl : float
+            Cylindrical safety factor (q_cyl) [-]
+        p_plasma_separatrix_mw : float
+            Power crossing the separatrix (Pₛₑₚ) [MW]
+
+        Returns
+        -------
+        float
+            Eich 2011 JET SOL power decay length (λ_q) [m]
+
+        Notes
+        -----
+        - The fit values can be found in Table 2 of [1].
+
+        References
+        ----------
+        [1] T. Eich, B. Sieglin, A. Scarabosio, W. Fundamenski, Robert James Goldston,
+        and A. Herrmann, “Inter-ELM Power Decay Length for JET and ASDEX Upgrade:
+        Measurement and Comparison with Heuristic Drift-Based Model,”
+        Physical Review Letters, vol. 107, no. 21, Nov. 2011,
+        doi: https://doi.org/10.1103/PhysRevLett.107.215001.
+
+        """
+        return (
+            0.7e-3
+            * b_plasma_toroidal_on_axis**-0.84
+            * q_cyl**1.23
+            * p_plasma_separatrix_mw**0.14
+        )
+
+    @staticmethod
+    def calculate_eich2011_jet_asdex_sol_power_decay_length(
+        b_plasma_toroidal_on_axis: float,
+        q_cyl: float,
+        p_plasma_separatrix_mw: float,
+        rmajor: float,
+    ) -> float:
+        """Calculate the Eich 2011 JET + ASDEX Upgrade SOL power decay length (λ_q).
+
+        Parameters
+        ----------
+        b_plasma_toroidal_on_axis : float
+            Toroidal magnetic field at the plasma axis (Bᴛ(R₀)) [T]
+        q_cyl : float
+            Cylindrical safety factor (q_cyl) [-]
+        p_plasma_separatrix_mw : float
+            Power crossing the separatrix (Pₛₑₚ) [MW]
+        rmajor : float
+            Major radius of the plasma (R₀) [m]
+
+        Returns
+        -------
+        float
+            Eich 2011 JET + ASDEX Upgrade SOL power decay length (λ_q) [m]
+
+        Notes
+        -----
+        - The fit values can be found in Table 2 of [1].
+
+        References
+        ----------
+        [1] T. Eich, B. Sieglin, A. Scarabosio, W. Fundamenski, Robert James Goldston,
+        and A. Herrmann, “Inter-ELM Power Decay Length for JET and ASDEX Upgrade:
+        Measurement and Comparison with Heuristic Drift-Based Model,”
+        Physical Review Letters, vol. 107, no. 21, Nov. 2011,
+        doi: https://doi.org/10.1103/PhysRevLett.107.215001.
+
+        """
+        return (
+            0.73e-3
+            * b_plasma_toroidal_on_axis**-0.78
+            * q_cyl**1.2
+            * p_plasma_separatrix_mw**0.1
+            * rmajor**0.02
+        )
+
     @staticmethod
     def calculate_upstream_sol_outboard_parallel_area(
         rmajor: float,

tests/unit/models/physics/test_scrape_off_layer.py

@@ -39,6 +39,83 @@ def test_calculate_eich2013_sol_power_decay_length_exact():
     assert pytest.approx(result) == 0.0015345296622855315
 
 
+@pytest.mark.parametrize(
+    ("b_plasma_toroidal_on_axis", "q_cyl", "p_plasma_separatrix_mw"),
+    [
+        (3.0, 2.0, 100.0),
+        (2.0, 1.0, 10.0),
+        (5.0, 4.0, 500.0),
+        (1.0, 3.0, 100.0),
+    ],
+)
+def test_calculate_eich2011_jet_sol_power_decay_length(
+    b_plasma_toroidal_on_axis, q_cyl, p_plasma_separatrix_mw
+):
+    """Test Eich 2011 JET SOL power decay length with various parameters."""
+    result = ScrapeOffLayer.calculate_eich2011_jet_sol_power_decay_length(
+        b_plasma_toroidal_on_axis=b_plasma_toroidal_on_axis,
+        q_cyl=q_cyl,
+        p_plasma_separatrix_mw=p_plasma_separatrix_mw,
+    )
+    assert isinstance(result, float)
+    assert result > 0
+
+
+def test_calculate_eich2011_jet_sol_power_decay_length_exact():
+    """Test Eich 2011 JET SOL power decay length with exact value check."""
+    result = ScrapeOffLayer.calculate_eich2011_jet_sol_power_decay_length(
+        b_plasma_toroidal_on_axis=1.0,
+        q_cyl=1.0,
+        p_plasma_separatrix_mw=100.0,
+    )
+    assert isinstance(result, float)
+    assert pytest.approx(result) == 0.001333822502574273
+
+
+@pytest.mark.parametrize(
+    (
+        "b_plasma_toroidal_on_axis",
+        "q_cyl",
+        "p_plasma_separatrix_mw",
+        "rmajor",
+    ),
+    [
+        (3.0, 2.0, 100.0, 3.0),
+        (2.0, 1.0, 10.0, 3.0),
+        (5.0, 4.0, 500.0, 3.0),
+        (3.0, 2.0, 100.0, 10.0),
+    ],
+)
+def test_calculate_eich2011_jet_asdex_sol_power_decay_length(
+    b_plasma_toroidal_on_axis, q_cyl, p_plasma_separatrix_mw, rmajor
+):
+    """Test Eich 2011 JET + ASDEX Upgrade SOL power decay length with
+    various parameters.
+    """
+    result = ScrapeOffLayer.calculate_eich2011_jet_asdex_sol_power_decay_length(
+        b_plasma_toroidal_on_axis=b_plasma_toroidal_on_axis,
+        q_cyl=q_cyl,
+        p_plasma_separatrix_mw=p_plasma_separatrix_mw,
+        rmajor=rmajor,
+    )
+    assert isinstance(result, float)
+    assert result > 0
+
+
+def test_calculate_eich2011_jet_asdex_sol_power_decay_length_exact():
+    """Test Eich 2011 JET + ASDEX Upgrade SOL power decay length with exact value
+    check.
+    """
+    result = ScrapeOffLayer.calculate_eich2011_jet_asdex_sol_power_decay_length(
+        b_plasma_toroidal_on_axis=1.0,
+        q_cyl=1.0,
+        p_plasma_separatrix_mw=100.0,
+        rmajor=1.0,
+    )
+    assert isinstance(result, float)
+    assert pytest.approx(result) == 0.0011569720304966129
+
+
 @pytest.mark.parametrize(
     ("p_plasma_separatrix_mw", "b_plasma_surface_poloidal_average"),
     [