{ "cells": [ { "cell_type": "markdown", "id": "1d92f237", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "# Omnigenity Optimization" ] }, { "cell_type": "markdown", "id": "497bc74a", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "This tutorial demonstrates how to optimize for omnigenity in DESC. It will go through an example using omnigenity with poloidally closed contours of magnetic field strength (OP), but the method is capable of optimizing for any general omnigenous magnetic fields as explained in [Dudt et al. (2024)](https://doi.org/10.1017/S0022377824000151)." ] }, { "cell_type": "code", "execution_count": 1, "id": "0974e779", "metadata": { "pycharm": { "name": "#%%\n" }, "tags": [] }, "outputs": [], "source": [ "import sys\n", "import os\n", "\n", "sys.path.insert(0, os.path.abspath(\".\"))\n", "sys.path.append(os.path.abspath(\"../../../\"))" ] }, { "cell_type": "markdown", "id": "4b44dea5", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "If you have access to a GPU, uncomment the following two lines. " ] }, { "cell_type": "code", "execution_count": 2, "id": "9a54753b", "metadata": { "pycharm": { "name": "#%%\n" }, "tags": [] }, "outputs": [], "source": [ "# from desc import set_device\n", "# set_device(\"gpu\")" ] }, { "cell_type": "code", "execution_count": 3, "id": "ee57db1b", "metadata": { "pycharm": { "name": "#%%\n" }, "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-08-18 17:30:11.639192: W external/xla/xla/service/gpu/nvptx_compiler.cc:836] The NVIDIA driver's CUDA version is 12.5 which is older than the PTX compiler version (12.6.20). Because the driver is older than the PTX compiler version, XLA is disabling parallel compilation, which may slow down compilation. You should update your NVIDIA driver or use the NVIDIA-provided CUDA forward compatibility packages.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "DESC version 0.12.1+206.g91d82b558.dirty,using JAX backend, jax version=0.4.31, jaxlib version=0.4.31, dtype=float64\n", "Using device: NVIDIA A100 80GB PCIe (id=0), with 80.00 GB available memory\n" ] } ], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "from desc.backend import jnp\n", "from desc.equilibrium import Equilibrium\n", "from desc.geometry import FourierRZToroidalSurface\n", "from desc.grid import LinearGrid\n", "from desc.magnetic_fields import OmnigenousField\n", "from desc.objectives import (\n", " AspectRatio,\n", " CurrentDensity,\n", " FixCurrent,\n", " FixOmniBmax,\n", " FixOmniMap,\n", " FixPressure,\n", " FixPsi,\n", " GenericObjective,\n", " LinearObjectiveFromUser,\n", " ObjectiveFunction,\n", " Omnigenity,\n", ")\n", "from desc.optimize import Optimizer\n", "from desc.plotting import plot_boozer_surface, plot_boundaries\n", "\n", "plt.rcParams[\"font.size\"] = 14" ] }, { "cell_type": "markdown", "id": "db2bd33c", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "As an initial guess for the optimization, we will start with a boundary shape generated by an analytic model for (very approximate) quasi-poloidal symmetry (QP). \n", "In this example, we will seek a vacuum magnetic field with two field periods ($N_{FP}=2$), an aspect ratio of $R_0/a\\leq10$, and a mirror ratio on axis of $\\Delta=0.2$. " ] }, { "cell_type": "code", "execution_count": 4, "id": "8413ed5a", "metadata": { "tags": [] }, "outputs": [], "source": [ "surf = FourierRZToroidalSurface.from_qp_model(\n", " major_radius=1,\n", " aspect_ratio=10,\n", " elongation=3,\n", " mirror_ratio=0.2,\n", " torsion=0.1,\n", " NFP=2,\n", " sym=True,\n", ")\n", "# this value of Psi gives an average |B| on axis of about 1 T\n", "# the Equilibrium class defaults to vacuum pressure and current profiles\n", "eq = Equilibrium(Psi=3e-2, M=4, N=4, surface=surf)" ] }, { "cell_type": "markdown", "id": "a3b51954", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "Now that the equilibrium is initialized, we need to solve the fixed-boundary vacuum equilibrium: " ] }, { "cell_type": "code", "execution_count": 5, "id": "45bdc94a", "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Building objective: force\n", "Precomputing transforms\n", "Timer: Precomputing transforms = 869 ms\n", "Timer: Objective build = 2.12 sec\n", "Building objective: lcfs R\n", "Building objective: lcfs Z\n", "Building objective: fixed Psi\n", "Building objective: fixed pressure\n", "Building objective: fixed current\n", "Building objective: fixed sheet current\n", "Building objective: self_consistency R\n", "Building objective: self_consistency Z\n", "Building objective: lambda gauge\n", "Building objective: axis R self consistency\n", "Building objective: axis Z self consistency\n", "Timer: Objective build = 1.53 sec\n", "Timer: Linear constraint projection build = 3.39 sec\n", "Number of parameters: 120\n", "Number of objectives: 850\n", "Timer: Initializing the optimization = 7.18 sec\n", "\n", "Starting optimization\n", "Using method: lsq-exact\n", " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", " 0 1 1.043e-01 4.972e+01 \n", " 1 2 2.850e-03 1.014e-01 1.372e-01 1.707e+01 \n", " 2 3 5.358e-05 2.797e-03 6.424e-02 1.313e+00 \n", " 3 4 1.835e-05 3.524e-05 5.304e-02 2.007e-01 \n", " 4 5 1.632e-05 2.021e-06 1.809e-02 2.412e-02 \n", " 5 6 1.627e-05 5.057e-08 1.944e-02 4.492e-02 \n", "Optimization terminated successfully.\n", "`ftol` condition satisfied.\n", " Current function value: 1.627e-05\n", " Total delta_x: 1.421e-01\n", " Iterations: 5\n", " Function evaluations: 6\n", " Jacobian evaluations: 6\n", "Timer: Solution time = 8.94 sec\n", "Timer: Avg time per step = 1.49 sec\n", "\n", "==============================================================================================================\n", "\n", " Start --> End\n", "Total (sum of squares): 1.043e-01 --> 1.627e-05, \n", "Maximum absolute Force error: 4.672e+04 --> 6.159e+02 (N)\n", "Minimum absolute Force error: 3.799e+00 --> 2.030e-01 (N)\n", "Average absolute Force error: 4.703e+03 --> 5.960e+01 (N)\n", "Maximum absolute Force error: 6.138e-02 --> 8.092e-04 (normalized)\n", "Minimum absolute Force error: 4.991e-06 --> 2.667e-07 (normalized)\n", "Average absolute Force error: 6.178e-03 --> 7.831e-05 (normalized)\n", "R boundary error: 0.000e+00 --> 6.939e-18 (m)\n", "Z boundary error: 0.000e+00 --> 0.000e+00 (m)\n", "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", "Fixed sheet current error: 0.000e+00 --> 0.000e+00 (~)\n", "\n", "==============================================================================================================\n", "\n" ] } ], "source": [ "eq, _ = eq.solve(objective=\"force\", verbose=3)" ] }, { "cell_type": "markdown", "id": "e2829808", "metadata": {}, "source": [ "--------------------------------------------------------------------------\n", "Let us make a copy of this initial equilibrium so that we can compare our final solution to it later and see how well the omnigenity optimization worked. \n", "By plotting the $|B|$ contours in Boozer coordinates, we can see that this equilibrium is already somewhat close to being omnigenous with poloidal contours, but far from perfect. " ] }, { "cell_type": "code", "execution_count": 6, "id": "e2b0c8b5", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "eq0 = eq.copy()\n", "plot_boozer_surface(eq0, fieldlines=4) # defaults to the rho=1 surface" ] }, { "cell_type": "markdown", "id": "688bb9e6", "metadata": {}, "source": [ "In order to optimize the equilibrium for omnigenity, we need to create a target omnigenous magnetic field. \n", "The `OmnigenousField` class has two attributes that represent parameters in the omnigenous magnetic field model: \n", "- `B_lm` specifies the shape of the \"magnetic well\" on each flux surface. \n", "- `x_lmn` specifies how the well shape varies along different field lines. \n", "\n", "The helicity is given by the tuple of integers $(M, N)$, and is set to $(0, N_{FP})$ for omnigenity with poloidal contours in this example. \n", "The typical case for helical contours would be $(1, N_{FP})$, and for toroidal contours would be $(1, 0)$. \n", "\n", "We need to specify the resolution of the parameter space, given by the following integers: \n", "- `L_B` is the maximum power of $\\rho$ used in the Chebyshev polynomial expansion for `B_lm`. \n", "- `M_B` is the number of spline knots used on each surface for `B_lm`. \n", "- `L_x` is the maximum power of $\\rho$ used in the Chebyshev polynomial expansion for `x_lmn`. \n", "- `M_x` is the maximum mode number used in the cosine series expansion in $\\eta$ for `x_lmn`. \n", "- `N_x` is the maximum mode number used in the Fourier series expansion in $\\alpha$ for `x_lmn`. Quasi-symmetry corresponds to `N_x=0`. \n", "\n", "We provide initial values for the well shape parameters `B_lm` so that we can set the mirror ratio. \n", "The total number of parameters is `B_lm.size = M_B * (L_B + 1)`. \n", "In this example, the well shape on each surface is represented by three spline knots, and there is $\\mathcal{O}(\\rho)$ variation across the flux surfaces. \n", "Here we set only the constant terms of the Chebyshev polynomials such that the initial target field has the same magnetic well from $B_{\\mathrm{min}}=0.8\\mathrm{~T}$ to $B_{\\mathrm{max}}=1.2\\mathrm{~T}$ on each surface (corresponding to a mirror ratio of $\\Delta=0.2$). \n", "\n", "The `x_lmn` parameters are left to their default values of 0, which corresponds to a quasi-poloidally symmetric (QP) initial target field. \n", "These parameters will not be fixed during the optimization, so the final result will not be constrained to QP symmetry. \n" ] }, { "cell_type": "code", "execution_count": 7, "id": "06899e38", "metadata": { "tags": [] }, "outputs": [], "source": [ "field = OmnigenousField(\n", " L_B=1, # radial resolution of B_lm parameters\n", " M_B=3, # number of spline knots on each flux surface\n", " L_x=1, # radial resolution of x_lmn parameters\n", " M_x=1, # eta resolution of x_lmn parameters\n", " N_x=1, # alpha resolution of x_lmn parameters\n", " NFP=eq.NFP, # number of field periods; should always be equal to Equilibrium.NFP\n", " helicity=(0, eq.NFP), # helicity for poloidally closed |B| contours\n", " B_lm=np.array( # magnetic well shape parameters\n", " [\n", " [0.8, 1.0, 1.2], # the first M_well coefficients are the L_B=0 spline knots\n", " [0, 0, 0],\n", " ] # the next M_well coefficients are the L_B=1 spline knots, etc.\n", " ).flatten(),\n", ")" ] }, { "cell_type": "markdown", "id": "20f39f8a-90b4-4544-8ed1-9169f6898c51", "metadata": {}, "source": [ "We can use the `field.compute` function to visualize what the current target well shape for this field is, with the minimum and maximum as we have prescribed. \n", "This magnetic well will be allowed to change during the optimization process according to how the `B_lm` coefficients change. " ] }, { "cell_type": "code", "execution_count": 8, "id": "2147920d-3714-47ef-b3e4-a50f5b53da21", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot initial target well |B|\n", "grid_well = LinearGrid(rho=[0.0], M=50)\n", "data_initial = field.compute(\"|B|\", grid=grid_well)\n", "fig, ax = plt.subplots(1, 1, figsize=(6, 6))\n", "ax.plot(data_initial[\"eta\"], data_initial[\"|B|\"], c=\"b\", lw=2)\n", "ax.scatter(\n", " [0, np.pi / 4, np.pi / 2],\n", " field.B_lm[0 : field.M_B] - field.B_lm[field.M_B :],\n", " c=\"k\",\n", " marker=\".\",\n", " label=\"Spline Knots\",\n", " s=120,\n", ")\n", "ax.set_xticks([-np.pi / 2, 0, np.pi / 2])\n", "ax.set_xticklabels([\"$-\\pi/2$\", \"0\", \"$\\pi/2$\"])\n", "ax.set_xlabel(r\"$\\eta$\")\n", "ax.set_ylabel(\"|B|\")\n", "ax.legend(loc=\"upper center\")" ] }, { "cell_type": "markdown", "id": "a69bc977", "metadata": {}, "source": [ "Next we create the objective function for the optimization. \n", "We include one objective to keep the major radius at $R_0=1~m$, and another to keep the aspect ratio at $R_0/a\\leq10$. \n", "The elongation will be unconstrained, but that is another common objective we could choose to include. \n", "\n", "We will also target omnigenity on two flux surfaces: $\\rho=0.5$ and $\\rho=1$. \n", "The `Omnigenity` objective class requires two different computational grids: \n", "- `eq_grid` is the grid used to compute the Boozer transform. \n", "- `field_grid` is the grid corresponding to $(\\rho,\\eta,\\alpha)$ coordinates where the omnigenity residuals are minimized. \n", "\n", "A separate `Omnigenity` objective is required for each flux surface, but they all reference the same `Equilibrium` and `OmnigenousField`. Make sure both grids for each objective are at the desired surface and have `sym=False`! " ] }, { "cell_type": "code", "execution_count": 9, "id": "41007a61", "metadata": { "tags": [] }, "outputs": [], "source": [ "eq_half_grid = LinearGrid(rho=0.5, M=4 * eq.M, N=4 * eq.N, NFP=eq.NFP, sym=False)\n", "eq_lcfs_grid = LinearGrid(rho=1.0, M=4 * eq.M, N=4 * eq.N, NFP=eq.NFP, sym=False)\n", "\n", "field_half_grid = LinearGrid(rho=0.5, theta=16, zeta=8, NFP=field.NFP, sym=False)\n", "field_lcfs_grid = LinearGrid(rho=1.0, theta=16, zeta=8, NFP=field.NFP, sym=False)\n", "\n", "objective = ObjectiveFunction(\n", " (\n", " # target major radius of R0=1 m\n", " GenericObjective(\"R0\", thing=eq, target=1.0, name=\"major radius\"),\n", " # target aspect ratio R0/a<=10\n", " AspectRatio(eq=eq, bounds=(0, 10)),\n", " # omnigenity on the rho=0.5 surface\n", " Omnigenity(\n", " eq=eq,\n", " field=field,\n", " eq_grid=eq_half_grid,\n", " field_grid=field_half_grid,\n", " eta_weight=1,\n", " ),\n", " # omnigenity on the rho=1.0 surface\n", " Omnigenity(\n", " eq=eq,\n", " field=field,\n", " eq_grid=eq_lcfs_grid,\n", " field_grid=field_lcfs_grid,\n", " eta_weight=2,\n", " ),\n", " )\n", ")" ] }, { "cell_type": "markdown", "id": "e5598a5e", "metadata": {}, "source": [ "Next we set the optimization constraints. \n", "The `CurrentDensity`, `FixPressure`, `FixCurrent`, and `FixPsi` objectives ensure that we maintain a good vacuum equilibrium during the optimization. \n", "\n", "We also include three additional constraints that are unique to the omnigenity optimization: \n", "- A perfect omnigenous magnetic field must have a straight $B_{\\mathrm{max}}$ contour in Boozer coordinates, and this is accomplished with the `FixOmniBmax` objective. \n", "- The `FixOmniMap` objective is used to fix values of the `field.x_lmn` parameters. \n", "In this OP example our $B_{\\mathrm{max}}$ contour is located at $\\zeta_B=0$, and this constraint is used to ensure that the $B_{\\mathrm{min}}$ contour is located at $\\zeta_B=\\pi/N_{FP}$ on average. \n", "This constraint should always be true for stellarator symmetry. \n", "- The `LinearObjectiveFromUser` objective is used to fix the sum of values of the `field.B_lm` parameters. \n", "Here we use it to fix the values of $B_{\\mathrm{min}}$ and $B_{\\mathrm{max}}$ on axis to contrain the mirror ratio. \n", "The shape of the magnetic well will still have one degree of freedom on the magnetic axis, and the mirror ratio is unconstrained on other flux surfaces. " ] }, { "cell_type": "code", "execution_count": 10, "id": "043ea32a", "metadata": { "tags": [] }, "outputs": [], "source": [ "def mirrorRatio(params):\n", " \"\"\"Custom linear function to constrain the mirror ratio on axis.\"\"\"\n", " B_lm = params[\"B_lm\"]\n", " f = jnp.array(\n", " [\n", " B_lm[0] - B_lm[field.M_B], # B_min on axis\n", " B_lm[field.M_B - 1] - B_lm[-1], # B_max on axis\n", " ]\n", " )\n", " return f\n", "\n", "\n", "constraints = (\n", " CurrentDensity(eq=eq), # vacuum equilibrium force balance\n", " FixPressure(eq=eq), # fix vacuum pressure profile\n", " FixCurrent(eq=eq), # fix vacuum current profile\n", " FixPsi(eq=eq), # fix total toroidal magnetic flux\n", " # ensure the B_max contour is straight in Boozer coordinates\n", " FixOmniBmax(field=field),\n", " # ensure the average B_min contour is at zeta_B=pi/NFP\n", " FixOmniMap(field=field, indices=np.where(field.x_basis.modes[:, 1] == 0)[0]),\n", " # fix the mirror ratio on the magnetic axis\n", " LinearObjectiveFromUser(mirrorRatio, field, target=[0.8, 1.2]),\n", ")" ] }, { "cell_type": "markdown", "id": "7df09791", "metadata": {}, "source": [ "Finally we are ready to run the optimization! \n", "We use a least-squares augmented Lagrangian optimizer, but the \"proximal\" least-squares optimizer would also work. \n", "Note that because we are optimizing multiple \"things\" (the equilibrium `eq` and the omnigenous field `field`) we must use `optimizer.optimize()` instead of `Equilibrium.optimize()`. " ] }, { "cell_type": "code", "execution_count": 11, "id": "2a6e7802", "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Building objective: major radius\n", "Building objective: aspect ratio\n", "Precomputing transforms\n", "Timer: Precomputing transforms = 25.9 ms\n", "Building objective: omnigenity\n", "Precomputing transforms\n", "Timer: Precomputing transforms = 307 ms\n", "Building objective: omnigenity\n", "Precomputing transforms\n", "Timer: Precomputing transforms = 45.3 ms\n", "Timer: Objective build = 481 ms\n", "Building objective: fixed pressure\n", "Building objective: fixed current\n", "Building objective: fixed Psi\n", "Building objective: fixed omnigenity B_max\n", "Building objective: fixed omnigenity map\n", "Building objective: custom linear\n", "Building objective: self_consistency R\n", "Building objective: self_consistency Z\n", "Building objective: lambda gauge\n", "Building objective: axis R self consistency\n", "Building objective: axis Z self consistency\n", "Timer: Objective build = 958 ms\n", "Building objective: current density\n", "Precomputing transforms\n", "Timer: Precomputing transforms = 59.0 ms\n", "Timer: Objective build = 227 ms\n", "Timer: Linear constraint projection build = 1.87 sec\n", "Timer: Linear constraint projection build = 49.1 ms\n", "Number of parameters: 211\n", "Number of objectives: 258\n", "Number of equality constraints: 1275\n", "Number of inequality constraints: 0\n", "Timer: Initializing the optimization = 3.85 sec\n", "\n", "Starting optimization\n", "Using method: lsq-auglag\n", " Iteration Total nfev Cost Cost reduction Step norm Optimality Constr viol. Penalty param max(|mltplr|) \n", " 0 1 3.256e+01 1.475e+04 2.143e-02 1.000e+01 0.000e+00 \n", " 1 2 3.153e+01 1.037e+00 9.907e-04 1.382e+04 2.287e-02 1.000e+01 0.000e+00 \n", " 2 3 2.779e+01 3.741e+00 4.386e-03 1.061e+04 5.549e-02 1.000e+01 0.000e+00 \n", " 3 4 1.810e+01 9.683e+00 2.541e-02 4.472e+03 1.385e-01 1.000e+01 0.000e+00 \n", " 4 5 6.789e+00 1.131e+01 1.356e-01 1.434e+03 1.582e-01 1.000e+01 0.000e+00 \n", " 5 6 1.679e+00 5.110e+00 1.541e-01 9.292e+02 9.831e-02 1.000e+01 0.000e+00 \n", " 6 8 1.143e+00 5.366e-01 1.282e-01 1.441e+03 6.247e-02 1.000e+01 0.000e+00 \n", " 7 10 7.647e-01 3.779e-01 8.748e-02 5.019e+02 6.294e-02 1.000e+01 0.000e+00 \n", " 8 12 6.391e-01 1.256e-01 9.040e-02 1.402e+03 5.268e-02 1.000e+01 0.000e+00 \n", " 9 13 5.337e-01 1.053e-01 7.596e-02 3.718e+02 3.533e-02 1.000e+01 0.000e+00 \n", " 10 15 4.121e-01 1.217e-01 7.945e-02 2.054e+02 2.882e-02 1.000e+01 0.000e+00 \n", " 11 17 3.489e-01 6.317e-02 5.707e-02 2.019e+02 2.660e-02 1.000e+01 0.000e+00 \n", " 12 18 3.335e-01 1.543e-02 1.157e-01 1.630e+03 2.806e-02 1.000e+01 0.000e+00 \n", " 13 19 1.519e-01 1.816e-01 2.838e-02 1.881e+02 2.128e-02 1.000e+01 0.000e+00 \n", " 14 20 1.339e-01 1.798e-02 9.840e-02 6.394e+02 2.229e-02 1.000e+01 0.000e+00 \n", " 15 21 8.424e-02 4.964e-02 2.159e-02 1.242e+02 1.523e-02 1.000e+01 0.000e+00 \n", " 16 23 7.427e-02 9.975e-03 2.567e-02 6.068e+01 1.463e-02 1.000e+01 0.000e+00 \n", " 17 25 6.607e-02 8.199e-03 2.248e-02 4.778e+01 1.354e-02 1.000e+01 0.000e+00 \n", " 18 27 5.943e-02 6.634e-03 2.354e-02 4.026e+01 1.308e-02 1.000e+01 0.000e+00 \n", " 19 29 5.364e-02 5.798e-03 2.297e-02 3.106e+01 1.283e-02 1.000e+01 0.000e+00 \n", " 20 31 4.877e-02 4.868e-03 2.271e-02 2.807e+01 1.266e-02 1.000e+01 0.000e+00 \n", " 21 32 4.888e-02 -1.106e-04 7.200e-02 3.109e+02 1.451e-02 1.000e+01 0.000e+00 \n", " 22 33 3.199e-02 1.688e-02 1.761e-02 3.610e+01 1.135e-02 1.000e+01 0.000e+00 \n", " 23 34 3.021e-02 1.786e-03 5.734e-02 3.537e+02 1.595e-02 1.000e+01 0.000e+00 \n", " 24 35 2.230e-02 7.904e-03 1.534e-02 3.554e+01 1.056e-02 1.000e+01 0.000e+00 \n", " 25 37 2.104e-02 1.263e-03 1.717e-02 2.247e+01 1.035e-02 1.000e+01 0.000e+00 \n", " 26 39 1.980e-02 1.242e-03 1.563e-02 2.591e+01 1.022e-02 1.000e+01 0.000e+00 \n", " 27 41 1.873e-02 1.065e-03 1.604e-02 2.701e+01 1.005e-02 1.000e+01 0.000e+00 \n", " 28 43 1.777e-02 9.613e-04 1.538e-02 3.043e+01 9.888e-03 1.000e+01 0.000e+00 \n", " 29 45 1.691e-02 8.608e-04 1.521e-02 3.383e+01 9.710e-03 1.000e+01 0.000e+00 \n", " 30 47 1.614e-02 7.775e-04 1.483e-02 3.864e+01 9.530e-03 1.000e+01 0.000e+00 \n", " 31 49 1.543e-02 7.035e-04 1.470e-02 4.271e+01 9.343e-03 1.000e+01 0.000e+00 \n", " 32 51 1.479e-02 6.393e-04 1.457e-02 4.603e+01 9.155e-03 1.000e+01 0.000e+00 \n", " 33 53 1.421e-02 5.871e-04 1.450e-02 4.837e+01 8.963e-03 1.000e+01 0.000e+00 \n", " 34 55 1.366e-02 5.438e-04 1.443e-02 4.981e+01 8.766e-03 1.000e+01 0.000e+00 \n", " 35 57 1.315e-02 5.096e-04 1.439e-02 5.020e+01 8.560e-03 1.000e+01 0.000e+00 \n", " 36 59 1.267e-02 4.816e-04 1.439e-02 4.946e+01 8.339e-03 1.000e+01 0.000e+00 \n", " 37 61 1.221e-02 4.583e-04 1.446e-02 4.752e+01 8.097e-03 1.000e+01 0.000e+00 \n", " 38 63 1.178e-02 4.362e-04 1.460e-02 4.440e+01 8.148e-03 1.000e+01 0.000e+00 \n", " 39 65 1.136e-02 4.117e-04 1.477e-02 4.023e+01 8.248e-03 1.000e+01 0.000e+00 \n", " 40 67 1.098e-02 3.811e-04 1.492e-02 3.522e+01 8.289e-03 1.000e+01 0.000e+00 \n", " 41 69 1.064e-02 3.440e-04 1.496e-02 2.970e+01 8.266e-03 1.000e+01 0.000e+00 \n", " 42 71 1.033e-02 3.042e-04 1.488e-02 2.396e+01 8.181e-03 1.000e+01 0.000e+00 \n", " 43 73 1.007e-02 2.687e-04 1.476e-02 2.017e+01 8.041e-03 1.000e+01 0.000e+00 \n", " 44 75 9.823e-03 2.426e-04 1.472e-02 2.065e+01 7.860e-03 1.000e+01 0.000e+00 \n", " 45 77 9.598e-03 2.252e-04 1.477e-02 2.408e+01 7.657e-03 1.000e+01 0.000e+00 \n", " 46 79 9.391e-03 2.074e-04 1.486e-02 2.937e+01 7.460e-03 1.000e+01 0.000e+00 \n", " 47 80 9.220e-03 1.710e-04 1.483e-02 3.811e+01 7.293e-03 1.000e+01 0.000e+00 \n", " 48 81 9.080e-03 1.401e-04 1.468e-02 4.441e+01 7.157e-03 1.000e+01 0.000e+00 \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " 49 82 8.883e-03 1.966e-04 1.457e-02 4.424e+01 6.994e-03 1.000e+01 0.000e+00 \n", " 50 83 8.606e-03 2.773e-04 1.442e-02 3.901e+01 6.753e-03 1.000e+01 0.000e+00 \n", " 51 84 8.351e-03 2.544e-04 1.428e-02 3.501e+01 6.456e-03 1.000e+01 0.000e+00 \n", " 52 85 8.132e-03 2.189e-04 1.425e-02 4.050e+01 6.146e-03 1.000e+01 0.000e+00 \n", " 53 86 7.905e-03 2.276e-04 1.404e-02 4.317e+01 6.236e-03 1.000e+01 0.000e+00 \n", " 54 87 7.666e-03 2.386e-04 1.342e-02 4.074e+01 6.388e-03 1.000e+01 0.000e+00 \n", " 55 89 7.444e-03 2.218e-04 1.254e-02 3.608e+01 6.464e-03 1.000e+01 0.000e+00 \n", " 56 91 7.249e-03 1.948e-04 1.170e-02 3.134e+01 6.464e-03 1.000e+01 0.000e+00 \n", " 57 93 7.077e-03 1.722e-04 1.102e-02 2.737e+01 6.427e-03 1.000e+01 0.000e+00 \n", " 58 95 6.919e-03 1.577e-04 1.049e-02 2.412e+01 6.380e-03 1.000e+01 0.000e+00 \n", " 59 97 6.772e-03 1.478e-04 1.004e-02 2.137e+01 6.328e-03 1.000e+01 0.000e+00 \n", " 60 99 6.632e-03 1.401e-04 9.660e-03 1.884e+01 6.272e-03 1.000e+01 0.000e+00 \n", " 61 101 6.498e-03 1.336e-04 9.323e-03 1.628e+01 6.215e-03 1.000e+01 0.000e+00 \n", " 62 103 6.370e-03 1.279e-04 9.016e-03 1.361e+01 6.156e-03 1.000e+01 0.000e+00 \n", " 63 105 6.247e-03 1.230e-04 8.727e-03 1.086e+01 6.099e-03 1.000e+01 0.000e+00 \n", " 64 107 6.128e-03 1.186e-04 8.455e-03 8.206e+00 6.046e-03 1.000e+01 0.000e+00 \n", " 65 108 6.038e-03 9.026e-05 2.528e-02 4.684e+01 5.771e-03 1.000e+01 0.000e+00 \n", " 66 109 5.582e-03 4.559e-04 8.188e-03 7.138e+00 5.781e-03 1.000e+01 0.000e+00 \n", " 67 111 5.474e-03 1.078e-04 8.285e-03 8.228e+00 5.761e-03 1.000e+01 0.000e+00 \n", " 68 113 5.386e-03 8.841e-05 7.709e-03 7.038e+00 5.721e-03 1.000e+01 0.000e+00 \n", " 69 115 5.292e-03 9.420e-05 7.647e-03 7.011e+00 5.679e-03 1.000e+01 0.000e+00 \n", " 70 117 5.206e-03 8.549e-05 7.220e-03 7.524e+00 5.623e-03 1.000e+01 0.000e+00 \n", " 71 119 5.124e-03 8.237e-05 6.919e-03 8.318e+00 5.564e-03 1.000e+01 0.000e+00 \n", " 72 121 5.047e-03 7.729e-05 6.646e-03 9.631e+00 5.494e-03 1.000e+01 0.000e+00 \n", " 73 123 4.973e-03 7.322e-05 6.553e-03 1.106e+01 5.421e-03 1.000e+01 0.000e+00 \n", " 74 125 4.903e-03 7.011e-05 6.576e-03 1.194e+01 5.341e-03 1.000e+01 0.000e+00 \n", " 75 127 4.836e-03 6.694e-05 6.685e-03 1.268e+01 5.258e-03 1.000e+01 0.000e+00 \n", " 76 129 4.772e-03 6.455e-05 6.824e-03 1.340e+01 5.172e-03 1.000e+01 0.000e+00 \n", " 77 131 4.710e-03 6.198e-05 6.961e-03 1.412e+01 5.083e-03 1.000e+01 0.000e+00 \n", " 78 133 4.650e-03 5.973e-05 7.086e-03 1.479e+01 4.992e-03 1.000e+01 0.000e+00 \n", " 79 135 4.593e-03 5.745e-05 7.199e-03 1.553e+01 4.898e-03 1.000e+01 0.000e+00 \n", " 80 137 4.537e-03 5.533e-05 7.321e-03 1.646e+01 4.802e-03 1.000e+01 0.000e+00 \n", " 81 139 4.484e-03 5.327e-05 7.473e-03 1.778e+01 4.702e-03 1.000e+01 0.000e+00 \n", " 82 140 4.433e-03 5.115e-05 7.689e-03 1.979e+01 4.597e-03 1.000e+01 0.000e+00 \n", " 83 141 4.384e-03 4.849e-05 8.022e-03 2.301e+01 4.486e-03 1.000e+01 0.000e+00 \n", " 84 142 4.341e-03 4.387e-05 8.579e-03 2.840e+01 4.364e-03 1.000e+01 0.000e+00 \n", " 85 143 4.261e-03 7.930e-05 4.125e-03 6.034e+00 4.279e-03 1.000e+01 0.000e+00 \n", " 86 145 4.240e-03 2.174e-05 4.726e-03 6.380e+00 4.291e-03 1.000e+01 0.000e+00 \n", " 87 147 4.214e-03 2.596e-05 5.302e-03 7.160e+00 4.336e-03 1.000e+01 0.000e+00 \n", " 88 149 4.188e-03 2.578e-05 5.927e-03 7.503e+00 4.404e-03 1.000e+01 0.000e+00 \n", " 89 151 4.162e-03 2.604e-05 6.269e-03 7.470e+00 4.482e-03 1.000e+01 0.000e+00 \n", " 90 153 4.137e-03 2.489e-05 6.136e-03 6.898e+00 4.548e-03 1.000e+01 0.000e+00 \n", " 91 155 4.114e-03 2.333e-05 5.643e-03 5.952e+00 4.585e-03 1.000e+01 0.000e+00 \n", " 92 157 4.091e-03 2.240e-05 5.093e-03 4.894e+00 4.593e-03 1.000e+01 0.000e+00 \n", " 93 159 4.069e-03 2.233e-05 4.667e-03 3.963e+00 4.577e-03 1.000e+01 0.000e+00 \n", " 94 161 4.046e-03 2.255e-05 4.388e-03 3.215e+00 4.545e-03 1.000e+01 0.000e+00 \n", " 95 163 4.023e-03 2.280e-05 4.227e-03 2.630e+00 4.503e-03 1.000e+01 0.000e+00 \n", " 96 165 4.000e-03 2.311e-05 4.150e-03 2.171e+00 4.454e-03 1.000e+01 0.000e+00 \n", " 97 167 3.977e-03 2.352e-05 4.137e-03 1.817e+00 4.401e-03 1.000e+01 0.000e+00 \n", " 98 169 3.953e-03 2.402e-05 4.174e-03 1.755e+00 4.345e-03 1.000e+01 0.000e+00 \n", " 99 171 3.928e-03 2.461e-05 4.256e-03 1.848e+00 4.285e-03 1.000e+01 0.000e+00 \n", " 100 173 3.903e-03 2.525e-05 4.381e-03 1.969e+00 4.222e-03 1.000e+01 0.000e+00 \n", "Warning: Maximum number of iterations has been exceeded.\n", " Current function value: 3.903e-03\n", " Constraint violation: 4.222e-03\n", " Total delta_x: 6.836e-01\n", " Iterations: 100\n", " Function evaluations: 173\n", " Jacobian evaluations: 100\n", "Timer: Solution time = 30.3 sec\n", "Timer: Avg time per step = 300 ms\n", "\n", "==============================================================================================================\n", "\n", " Start --> End\n", "Total (sum of squares): 3.256e+01 --> 3.903e-03, \n", "Generic objective value: 9.999e-01 --> 1.022e+00 (m)\n", "Generic objective value: -1.493e-04 --> 2.250e-02 (normalized error)\n", "Aspect ratio: 9.973e+00 --> 9.775e+00 (dimensionless)\n", "Maximum absolute Omnigenity error: 2.009e-01 --> 4.587e-03 (T)\n", "Minimum absolute Omnigenity error: 3.144e-03 --> 7.901e-06 (T)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Average absolute Omnigenity error: 8.289e-02 --> 1.597e-03 (T)\n", "Maximum absolute Omnigenity error: 2.009e-01 --> 4.587e-03 (normalized)\n", "Minimum absolute Omnigenity error: 3.144e-03 --> 7.901e-06 (normalized)\n", "Average absolute Omnigenity error: 8.289e-02 --> 1.597e-03 (normalized)\n", "Maximum absolute Omnigenity error: 4.613e-01 --> 3.202e-03 (T)\n", "Minimum absolute Omnigenity error: 1.207e-02 --> 5.701e-06 (T)\n", "Average absolute Omnigenity error: 1.420e-01 --> 7.202e-04 (T)\n", "Maximum absolute Omnigenity error: 4.613e-01 --> 3.202e-03 (normalized)\n", "Minimum absolute Omnigenity error: 1.207e-02 --> 5.701e-06 (normalized)\n", "Average absolute Omnigenity error: 1.420e-01 --> 7.202e-04 (normalized)\n", "Maximum absolute Current density: 1.149e+04 --> 1.163e+04 (A*m)\n", "Minimum absolute Current density: 3.072e+00 --> 2.212e+00 (A*m)\n", "Average absolute Current density: 9.327e+02 --> 4.926e+02 (A*m)\n", "Maximum absolute Current density: 6.593e-03 --> 6.674e-03 (normalized)\n", "Minimum absolute Current density: 1.763e-06 --> 1.270e-06 (normalized)\n", "Average absolute Current density: 5.354e-04 --> 2.828e-04 (normalized)\n", "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", "Fixed omnigenity B_max error: 0.000e+00 --> 0.000e+00 (rad)\n", "Fixed omnigenity map error: 0.000e+00 --> 0.000e+00 (rad)\n", "Custom linear objective value: 0.000e+00 --> 3.140e-16 (Unknown)\n", "\n", "==============================================================================================================\n", "\n" ] } ], "source": [ "optimizer = Optimizer(\"lsq-auglag\")\n", "(eq, field), _ = optimizer.optimize(\n", " (eq, field), objective, constraints, maxiter=100, verbose=3\n", ")" ] }, { "cell_type": "markdown", "id": "add20b11", "metadata": {}, "source": [ "Since we used an augmented Lagrangian optimizer, the nonlinear equilibrium constraint is not guaranteed to be satisfied. \n", "It is typically smart to re-solve the fixed-boundary equilibrium after optimization to ensure we have low force balance residuals. " ] }, { "cell_type": "code", "execution_count": 12, "id": "89a8472d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Building objective: force\n", "Precomputing transforms\n", "Timer: Precomputing transforms = 60.0 ms\n", "Timer: Objective build = 214 ms\n", "Building objective: lcfs R\n", "Building objective: lcfs Z\n", "Building objective: fixed Psi\n", "Building objective: fixed pressure\n", "Building objective: fixed current\n", "Building objective: fixed sheet current\n", "Building objective: self_consistency R\n", "Building objective: self_consistency Z\n", "Building objective: lambda gauge\n", "Building objective: axis R self consistency\n", "Building objective: axis Z self consistency\n", "Timer: Objective build = 818 ms\n", "Timer: Linear constraint projection build = 1.17 sec\n", "Number of parameters: 120\n", "Number of objectives: 850\n", "Timer: Initializing the optimization = 2.25 sec\n", "\n", "Starting optimization\n", "Using method: lsq-exact\n", " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", " 0 1 2.004e-05 2.603e-01 \n", " 1 2 8.523e-06 1.152e-05 3.316e-02 7.710e-02 \n", " 2 3 8.302e-06 2.217e-07 3.355e-03 2.785e-03 \n", " 3 4 8.301e-06 3.837e-10 8.975e-04 1.246e-04 \n", "Optimization terminated successfully.\n", "`ftol` condition satisfied.\n", " Current function value: 8.301e-06\n", " Total delta_x: 3.400e-02\n", " Iterations: 3\n", " Function evaluations: 4\n", " Jacobian evaluations: 4\n", "Timer: Solution time = 6.52 sec\n", "Timer: Avg time per step = 1.63 sec\n", "\n", "==============================================================================================================\n", "\n", " Start --> End\n", "Total (sum of squares): 2.004e-05 --> 8.301e-06, \n", "Maximum absolute Force error: 1.203e+03 --> 7.676e+02 (N)\n", "Minimum absolute Force error: 1.309e-02 --> 2.599e-03 (N)\n", "Average absolute Force error: 6.235e+01 --> 4.351e+01 (N)\n", "Maximum absolute Force error: 1.532e-03 --> 9.775e-04 (normalized)\n", "Minimum absolute Force error: 1.667e-08 --> 3.309e-09 (normalized)\n", "Average absolute Force error: 7.940e-05 --> 5.541e-05 (normalized)\n", "R boundary error: 0.000e+00 --> 6.939e-18 (m)\n", "Z boundary error: 0.000e+00 --> 3.469e-18 (m)\n", "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", "Fixed sheet current error: 0.000e+00 --> 0.000e+00 (~)\n", "\n", "==============================================================================================================\n", "\n" ] } ], "source": [ "eq, _ = eq.solve(objective=\"force\", verbose=3)" ] }, { "cell_type": "markdown", "id": "049da1a1", "metadata": {}, "source": [ "Let us again plot the $|B|$ contours in Boozer coordinates to get a qualitative picture of the solution. \n", "Although still not perfect, the optimized equilibrium is clearly more omnigenous compared to the initial one we plotted above. \n", "Now almost all of the contours are closed poloidally, except for a few \"puddles\" near the minimum of the field strength. \n", "The omnigenity could probably be further improved by using higher resolutions and running for more iterations. " ] }, { "cell_type": "code", "execution_count": 13, "id": "c16c69e4", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_boozer_surface(eq, fieldlines=4) # defaults to the rho=1 surface" ] }, { "cell_type": "markdown", "id": "b7d9cf86", "metadata": {}, "source": [ "We can also plot the omnigenous field that was used as a target during the optimization, as shown below. \n", "This is a perfectly omnigenous magnetic field and is physically unrealistic to achieve by an equilibrium, but it represents the \"closest\" omnigenous field to the optimized solution. \n", "In the limit of lower omnigenity errors, this plot and the one from the equilibrium plotted above should approach becoming identical. \n", "\n", "Plotting the omnigenous field in Boozer coordinates requires a value for the rotational transform, so we use $\\iota$ from the optimized equilibrium. " ] }, { "cell_type": "code", "execution_count": 14, "id": "7b7bbbf5", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# compute the rotational transform at rho=1\n", "grid = LinearGrid(M=eq.M_grid, N=eq.N_grid, NFP=eq.NFP, sym=eq.sym)\n", "iota = eq.compute(\"iota\", grid=grid)[\"iota\"][0]\n", "\n", "plot_boozer_surface(field, iota=iota, fieldlines=4)" ] }, { "cell_type": "markdown", "id": "e34df16e", "metadata": {}, "source": [ "It is also useful to compare the boundaries of the initial and optimized equilibria, as shown in this plot. \n", "This reveals that the optimization improved the omnigenity by adding some torsion and elongation. " ] }, { "cell_type": "code", "execution_count": 15, "id": "f00b143f", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_boundaries((eq0, eq), labels=[\"Initial\", \"Optimized\"], phi=3, lw=2)" ] }, { "cell_type": "markdown", "id": "26848ff2", "metadata": {}, "source": [ "We can plot the magnetic well again to see how its shape changed during the optimization. " ] }, { "cell_type": "code", "execution_count": 16, "id": "a96e80c6-2344-46ff-a37f-766e9c87d862", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot final target well |B|\n", "data_optimal = field.compute(\"|B|\", grid=grid_well)\n", "fig, ax = plt.subplots(1, 1, figsize=(6, 6))\n", "ax.plot(data_initial[\"eta\"], data_initial[\"|B|\"], c=\"b\", lw=2, label=\"Initial\")\n", "ax.plot(data_optimal[\"eta\"], data_optimal[\"|B|\"], c=\"r\", lw=2, label=\"Optimized\")\n", "ax.scatter(\n", " [0, np.pi / 4, np.pi / 2],\n", " field.B_lm[0 : field.M_B] - field.B_lm[field.M_B :],\n", " c=\"k\",\n", " marker=\".\",\n", " label=\"Spline Knots\",\n", " s=120,\n", ")\n", "ax.set_xticks([-np.pi / 2, 0, np.pi / 2])\n", "ax.set_xticklabels([\"$-\\pi/2$\", \"0\", \"$\\pi/2$\"])\n", "ax.set_xlabel(r\"$\\eta$\")\n", "ax.set_ylabel(\"|B|\")\n", "ax.legend(loc=\"upper center\")" ] } ], "metadata": { "kernelspec": { "display_name": "desc-env", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.0" } }, "nbformat": 4, "nbformat_minor": 5 }