{ "cells": [ { "cell_type": "markdown", "id": "efdd2d9f-dea6-4430-b99f-62de72aec611", "metadata": {}, "source": [ "## ELETTRA-08: Local ID correction (local correction: tunes, twiss and dispersion)" ] }, { "cell_type": "code", "execution_count": 1, "id": "56c5a204-be11-4d10-a37b-26e9d5825d8a", "metadata": {}, "outputs": [], "source": [ "# In this example model free local ID correction is performed using tunes, twiss and dispersion" ] }, { "cell_type": "code", "execution_count": 2, "id": "4780b022-c571-4cd6-9f06-501f1b62fcfc", "metadata": {}, "outputs": [], "source": [ "# Import\n", "\n", "import torch\n", "from torch import Tensor\n", "\n", "from pathlib import Path\n", "\n", "import matplotlib\n", "from matplotlib import pyplot as plt\n", "from matplotlib.patches import Rectangle\n", "matplotlib.rcParams['text.usetex'] = True\n", "\n", "from model.library.element import Element\n", "from model.library.line import Line\n", "from model.library.quadrupole import Quadrupole\n", "from model.library.matrix import Matrix\n", "\n", "from model.command.external import load_lattice\n", "from model.command.build import build\n", "from model.command.tune import tune\n", "from model.command.orbit import dispersion\n", "from model.command.twiss import twiss\n", "from model.command.advance import advance\n", "from model.command.coupling import coupling\n", "\n", "from model.command.wrapper import Wrapper\n", "from model.command.wrapper import forward\n", "from model.command.wrapper import inverse\n", "from model.command.wrapper import normalize" ] }, { "cell_type": "code", "execution_count": 3, "id": "259ac0b2-f491-4a22-bb75-acf8fbfaea47", "metadata": {}, "outputs": [], "source": [ "# Set data type and device\n", "\n", "Element.dtype = dtype = torch.float64\n", "Element.device = device = torch.device('cpu')" ] }, { "cell_type": "code", "execution_count": 4, "id": "14e6df95-6bf2-44be-a5a7-eb921d43dde7", "metadata": {}, "outputs": [], "source": [ "# Load lattice (ELEGANT table)\n", "# Note, lattice is allowed to have repeated elements\n", "\n", "path = Path('elettra.lte')\n", "data = load_lattice(path)" ] }, { "cell_type": "code", "execution_count": 5, "id": "a4786ca2-2afd-4896-965e-2ca8cc971b47", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'BPM': 168, 'Drift': 708, 'Dipole': 156, 'Quadrupole': 360, 'Marker': 12}" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Build and setup lattice\n", "\n", "ring:Line = build('RING', 'ELEGANT', data)\n", "\n", "# Flatten sublines\n", "\n", "ring.flatten()\n", "\n", "# Remove all marker elements but the ones starting with MLL (long straight section centers)\n", "\n", "ring.remove_group(pattern=r'^(?!MLL_).*', kinds=['Marker'])\n", "\n", "# Replace all sextupoles with quadrupoles\n", "\n", "def factory(element:Element) -> None:\n", " table = element.serialize\n", " table.pop('ms', None)\n", " return Quadrupole(**table)\n", "\n", "ring.replace_group(pattern=r'', factory=factory, kinds=['Sextupole'])\n", "\n", "# Set linear dipoles\n", "\n", "def apply(element:Element) -> None:\n", " element.linear = True\n", "\n", "ring.apply(apply, kinds=['Dipole'])\n", "\n", "# Merge drifts\n", "\n", "ring.merge()\n", "\n", "# Change lattice start\n", "\n", "ring.start = \"BPM_S01_01\"\n", "\n", "# Split BPMs\n", "\n", "ring.split((None, ['BPM'], None, None))\n", "\n", "# Roll lattice\n", "\n", "ring.roll(1)\n", "\n", "# Splice lattice\n", "\n", "ring.splice()\n", "\n", "# Describe\n", "\n", "ring.describe" ] }, { "cell_type": "code", "execution_count": 6, "id": "80cd0de5-1756-4396-ab36-2f41b4e4d9c5", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux, nuy = tune(ring, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 7, "id": "ba2fd62a-01fc-4ecb-be03-e7714ad3a4a5", "metadata": {}, "outputs": [], "source": [ "# Compute dispersion\n", "\n", "orbit = torch.tensor(4*[0.0], dtype=dtype)\n", "etaqx, etapx, etaqy, etapy = dispersion(ring, orbit, [], limit=1)" ] }, { "cell_type": "code", "execution_count": 8, "id": "dfef9afc-cbc6-4ec1-a8e7-5fffb3fa51bd", "metadata": {}, "outputs": [], "source": [ "# Compute twiss parameters\n", "\n", "ax, bx, ay, by = twiss(ring, [], matched=True, advance=True, full=False).T" ] }, { "cell_type": "code", "execution_count": 9, "id": "6b5942a9-6979-4571-84f0-2b45e6c9932b", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux, muy = advance(ring, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 10, "id": "1ff19543-4453-4626-815a-8f3d5f26c8dc", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c = coupling(ring, [])" ] }, { "cell_type": "code", "execution_count": 11, "id": "7ce6467b-d8f4-43b3-9298-d0162c599cad", "metadata": {}, "outputs": [], "source": [ "# Several local knobs can be used to correct ID effects\n", "\n", "# Normal quadrupole correctors\n", "\n", "nkn = ['OCT_S01_02', 'QF_S01_02', 'QD_S01_02', 'QD_S01_03', 'QF_S01_03', 'OCT_S01_03']\n", "\n", "# Skew quadrupole correctors\n", "\n", "nks = ['SD_S01_05', 'SH_S01_02', 'SH_S01_03', 'SD_S01_06']" ] }, { "cell_type": "code", "execution_count": 12, "id": "3e22d5ad-9c56-4c8b-b187-47b520e30b38", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor([0.2994, 0.1608], dtype=torch.float64)\n", "tensor([[ 0.0382, 0.2439, 0.0873, 0.0873, 0.2439, 0.0382],\n", " [-0.1558, -0.1247, -0.0525, -0.0525, -0.1247, -0.1558]],\n", " dtype=torch.float64)\n", "tensor([[0., 0., 0., 0.],\n", " [0., 0., 0., 0.]], dtype=torch.float64)\n" ] } ], "source": [ "# Define tune observable\n", "\n", "def observable_tune(kn, ks):\n", " nux, nuy = tune(ring, \n", " [kn, ks],\n", " ('kn', None, nkn, None),\n", " ('ks', None, nks, None),\n", " matched=True)\n", " return torch.stack([nux, nuy])\n", "\n", "kn = torch.tensor(6*[0.0], dtype=dtype)\n", "ks = torch.tensor(4*[0.0], dtype=dtype)\n", "\n", "print(observable_tune(kn, ks))\n", "print(torch.func.jacfwd(observable_tune, 0)(kn, ks))\n", "print(torch.func.jacfwd(observable_tune, 1)(kn, ks))" ] }, { "cell_type": "code", "execution_count": 13, "id": "29ad09f2-8156-4466-8651-895e93f1fd18", "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor([[ 4.1498, 2.3317],\n", " [ 1.5214, 5.7966],\n", " [ 2.9455, 4.5619],\n", " [ 2.7752, 6.4643],\n", " [ 5.4767, 6.2506],\n", " [ 5.5205, 13.7764],\n", " [10.0310, 5.1758],\n", " [10.0413, 5.2348],\n", " [ 2.3579, 19.8903],\n", " [ 5.4767, 6.2506],\n", " [ 1.9946, 12.4186],\n", " [ 2.7752, 6.4643],\n", " [ 2.9455, 4.5619],\n", " [ 4.1498, 2.3317],\n", " [ 4.1498, 2.3317],\n", " [ 1.5214, 5.7966],\n", " [ 2.9455, 4.5619],\n", " [ 2.7752, 6.4643],\n", " [ 5.4767, 6.2506],\n", " [ 5.5205, 13.7764],\n", " [10.0310, 5.1758],\n", " [10.0413, 5.2348],\n", " [ 2.3579, 19.8903],\n", " [ 5.4767, 6.2506],\n", " [ 1.9946, 12.4186],\n", " [ 2.7752, 6.4643],\n", " [ 2.9455, 4.5619],\n", " [ 4.1498, 2.3317],\n", " [ 4.1498, 2.3317],\n", " [ 1.5214, 5.7966],\n", " [ 2.9455, 4.5619],\n", " [ 2.7752, 6.4643],\n", " [ 5.4767, 6.2506],\n", " [ 5.5205, 13.7764],\n", " [10.0310, 5.1758],\n", " [10.0413, 5.2348],\n", " [ 2.3579, 19.8903],\n", " [ 5.4767, 6.2506],\n", " [ 1.9946, 12.4186],\n", " [ 2.7752, 6.4643],\n", " [ 2.9455, 4.5619],\n", " [ 4.1498, 2.3317],\n", " [ 4.1498, 2.3317],\n", " [ 1.5214, 5.7966],\n", " [ 2.9455, 4.5619],\n", " [ 2.7752, 6.4643],\n", " [ 5.4767, 6.2506],\n", " [ 5.5205, 13.7764],\n", " [10.0310, 5.1758],\n", " [10.0413, 5.2348],\n", " [ 2.3579, 19.8903],\n", " [ 5.4767, 6.2506],\n", " [ 1.9946, 12.4186],\n", " [ 2.7752, 6.4643],\n", " [ 2.9455, 4.5619],\n", " [ 4.1498, 2.3317],\n", " [ 4.1498, 2.3317],\n", " [ 1.5214, 5.7966],\n", " [ 2.9455, 4.5619],\n", " [ 2.7752, 6.4643],\n", " [ 5.4767, 6.2506],\n", " [ 5.5205, 13.7764],\n", " [10.0310, 5.1758],\n", " [10.0413, 5.2348],\n", " [ 2.3579, 19.8903],\n", " [ 5.4767, 6.2506],\n", " [ 1.9946, 12.4186],\n", " [ 2.7752, 6.4643],\n", " [ 2.9455, 4.5619],\n", " [ 4.1498, 2.3317],\n", " [ 4.1498, 2.3317],\n", " [ 1.5214, 5.7966],\n", " [ 2.9455, 4.5619],\n", " [ 2.7752, 6.4643],\n", " [ 5.4767, 6.2506],\n", " [ 5.5205, 13.7764],\n", " [10.0310, 5.1758],\n", " [10.0413, 5.2348],\n", " [ 2.3579, 19.8903],\n", " [ 5.4767, 6.2506],\n", " [ 1.9946, 12.4186],\n", " [ 2.7752, 6.4643],\n", " [ 2.9455, 4.5619],\n", " [ 4.1498, 2.3317],\n", " [ 4.1498, 2.3317],\n", " [ 1.5214, 5.7966],\n", " [ 2.9455, 4.5619],\n", " [ 2.7752, 6.4643],\n", " [ 5.4767, 6.2506],\n", " [ 5.5205, 13.7764],\n", " [10.0310, 5.1758],\n", " [10.0413, 5.2348],\n", " [ 2.3579, 19.8903],\n", " [ 5.4767, 6.2506],\n", " [ 1.9946, 12.4186],\n", " [ 2.7752, 6.4643],\n", " [ 2.9455, 4.5619],\n", " [ 4.1498, 2.3317],\n", " [ 4.1498, 2.3317],\n", " [ 1.5214, 5.7966],\n", " [ 2.9455, 4.5619],\n", " [ 2.7752, 6.4643],\n", " [ 5.4767, 6.2506],\n", " [ 5.5205, 13.7764],\n", " [10.0310, 5.1758],\n", " [10.0413, 5.2348],\n", " [ 2.3579, 19.8903],\n", " [ 5.4767, 6.2506],\n", " [ 1.9946, 12.4186],\n", " [ 2.7752, 6.4643],\n", " [ 2.9455, 4.5619],\n", " [ 4.1498, 2.3317],\n", " [ 4.1498, 2.3317],\n", " [ 1.5214, 5.7966],\n", " [ 2.9455, 4.5619],\n", " [ 2.7752, 6.4643],\n", " [ 5.4767, 6.2506],\n", " [ 5.5205, 13.7764],\n", " [10.0310, 5.1758],\n", " [10.0413, 5.2348],\n", " [ 2.3579, 19.8903],\n", " [ 5.4767, 6.2506],\n", " [ 1.9946, 12.4186],\n", " [ 2.7752, 6.4643],\n", " [ 2.9455, 4.5619],\n", " [ 4.1498, 2.3317],\n", " [ 4.1498, 2.3317],\n", " [ 1.5214, 5.7966],\n", " [ 2.9455, 4.5619],\n", " [ 2.7752, 6.4643],\n", " [ 5.4767, 6.2506],\n", " [ 5.5205, 13.7764],\n", " [10.0310, 5.1758],\n", " [10.0413, 5.2348],\n", " [ 2.3579, 19.8903],\n", " [ 5.4767, 6.2506],\n", " [ 1.9946, 12.4186],\n", " [ 2.7752, 6.4643],\n", " [ 2.9455, 4.5619],\n", " [ 4.1498, 2.3317],\n", " [ 4.1498, 2.3317],\n", " [ 1.5214, 5.7966],\n", " [ 2.9455, 4.5619],\n", " [ 2.7752, 6.4643],\n", " [ 5.4767, 6.2506],\n", " [ 5.5205, 13.7764],\n", " [10.0310, 5.1758],\n", " [10.0413, 5.2348],\n", " [ 2.3579, 19.8903],\n", " [ 5.4767, 6.2506],\n", " [ 1.9946, 12.4186],\n", " [ 2.7752, 6.4643],\n", " [ 2.9455, 4.5619],\n", " [ 4.1498, 2.3317],\n", " [ 4.1498, 2.3317],\n", " [ 1.5214, 5.7966],\n", " [ 2.9455, 4.5619],\n", " [ 2.7752, 6.4643],\n", " [ 5.4767, 6.2506],\n", " [ 5.5205, 13.7764],\n", " [10.0310, 5.1758],\n", " [10.0413, 5.2348],\n", " [ 2.3579, 19.8903],\n", " [ 5.4767, 6.2506],\n", " [ 1.9946, 12.4186],\n", " [ 2.7752, 6.4643],\n", " [ 2.9455, 4.5619],\n", " [ 4.1498, 2.3317]], dtype=torch.float64)\n", "tensor([[[-0.3099, -1.0966, -0.2110, 2.0799, 6.0433, 0.9979],\n", " [ 2.1106, 1.5414, 0.5463, 0.3157, 1.0453, 1.5421]],\n", "\n", " [[-0.2323, -1.2062, -0.3723, 0.5677, 1.7235, 0.3043],\n", " [ 6.2351, 4.7589, 1.8256, 0.1322, 1.1163, 2.0612]],\n", "\n", " [[ 0.7034, 4.6561, 1.6870, 0.8745, 2.1237, 0.2396],\n", " [ 5.2657, 4.1662, 1.6936, -0.4625, -0.4717, -0.0486]],\n", "\n", " ...,\n", "\n", " [[-0.3857, -1.9356, -0.5808, 1.1147, 3.3489, 0.5823],\n", " [-7.4183, -5.8282, -2.3435, 0.4910, 0.2690, -0.4318]],\n", "\n", " [[-0.6349, -3.6847, -1.2339, 0.5486, 1.8707, 0.3826],\n", " [-5.0785, -4.1567, -1.7764, 0.9865, 1.7863, 1.7313]],\n", "\n", " [[ 0.5198, 4.0743, 1.5998, 2.2819, 6.2002, 0.9092],\n", " [-1.6946, -1.5203, -0.7302, 0.8487, 1.8759, 2.1969]]],\n", " dtype=torch.float64)\n", "tensor([[[0., 0., 0., 0.],\n", " [0., 0., 0., 0.]],\n", "\n", " [[0., 0., 0., 0.],\n", " [0., 0., 0., 0.]],\n", "\n", " [[0., 0., 0., 0.],\n", " [0., 0., 0., 0.]],\n", "\n", " ...,\n", "\n", " [[0., 0., 0., 0.],\n", " [0., 0., 0., 0.]],\n", "\n", " [[0., 0., 0., 0.],\n", " [0., 0., 0., 0.]],\n", "\n", " [[0., 0., 0., 0.],\n", " [0., 0., 0., 0.]]], dtype=torch.float64)\n" ] } ], "source": [ "# Define twiss observable\n", "\n", "\n", "def observable_twiss(kn, ks):\n", " _, bx, _, by = twiss(ring, \n", " [kn, ks],\n", " ('kn', None, nkn, None),\n", " ('ks', None, nks, None),\n", " matched=True, \n", " advance=True,\n", " full=False, \n", " convert=True).T\n", " return torch.stack([bx, by]).T\n", "\n", "kn = torch.tensor(6*[0.0], dtype=dtype)\n", "ks = torch.tensor(4*[0.0], dtype=dtype)\n", "\n", "print(observable_twiss(kn, ks))\n", "print(torch.func.jacfwd(observable_twiss, 0)(kn, ks))\n", "print(torch.func.jacfwd(observable_twiss, 1)(kn, ks))" ] }, { "cell_type": "code", "execution_count": 14, "id": "ce9a9541-6e41-4939-84fb-f250ff9a500b", "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor([[ 5.7064e-02, 0.0000e+00],\n", " [ 3.0380e-02, 0.0000e+00],\n", " [ 3.6490e-02, 0.0000e+00],\n", " [ 3.6084e-02, 0.0000e+00],\n", " [ 5.6430e-02, 0.0000e+00],\n", " [-4.7351e-06, 0.0000e+00],\n", " [-6.6337e-06, 0.0000e+00],\n", " [-6.6337e-06, 0.0000e+00],\n", " [-3.0076e-06, 0.0000e+00],\n", " [ 5.6430e-02, 0.0000e+00],\n", " [ 2.8385e-02, 0.0000e+00],\n", " [ 3.6084e-02, 0.0000e+00],\n", " [ 3.6490e-02, 0.0000e+00],\n", " [ 5.7064e-02, 0.0000e+00],\n", " [ 5.7064e-02, 0.0000e+00],\n", " [ 3.0380e-02, 0.0000e+00],\n", " [ 3.6490e-02, 0.0000e+00],\n", " [ 3.6084e-02, 0.0000e+00],\n", " [ 5.6430e-02, 0.0000e+00],\n", " [-4.7351e-06, 0.0000e+00],\n", " [-6.6337e-06, 0.0000e+00],\n", " [-6.6337e-06, 0.0000e+00],\n", " [-3.0076e-06, 0.0000e+00],\n", " [ 5.6430e-02, 0.0000e+00],\n", " [ 2.8385e-02, 0.0000e+00],\n", " [ 3.6084e-02, 0.0000e+00],\n", " [ 3.6490e-02, 0.0000e+00],\n", " [ 5.7064e-02, 0.0000e+00],\n", " [ 5.7064e-02, 0.0000e+00],\n", " [ 3.0380e-02, 0.0000e+00],\n", " [ 3.6490e-02, 0.0000e+00],\n", " [ 3.6084e-02, 0.0000e+00],\n", " [ 5.6430e-02, 0.0000e+00],\n", " [-4.7351e-06, 0.0000e+00],\n", " [-6.6337e-06, 0.0000e+00],\n", " [-6.6337e-06, 0.0000e+00],\n", " [-3.0076e-06, 0.0000e+00],\n", " [ 5.6430e-02, 0.0000e+00],\n", " [ 2.8385e-02, 0.0000e+00],\n", " [ 3.6084e-02, 0.0000e+00],\n", " [ 3.6490e-02, 0.0000e+00],\n", " [ 5.7064e-02, 0.0000e+00],\n", " [ 5.7064e-02, 0.0000e+00],\n", " [ 3.0380e-02, 0.0000e+00],\n", " [ 3.6490e-02, 0.0000e+00],\n", " [ 3.6084e-02, 0.0000e+00],\n", " [ 5.6430e-02, 0.0000e+00],\n", " [-4.7351e-06, 0.0000e+00],\n", " [-6.6337e-06, 0.0000e+00],\n", " [-6.6337e-06, 0.0000e+00],\n", " [-3.0076e-06, 0.0000e+00],\n", " [ 5.6430e-02, 0.0000e+00],\n", " [ 2.8385e-02, 0.0000e+00],\n", " [ 3.6084e-02, 0.0000e+00],\n", " [ 3.6490e-02, 0.0000e+00],\n", " [ 5.7064e-02, 0.0000e+00],\n", " [ 5.7064e-02, 0.0000e+00],\n", " [ 3.0380e-02, 0.0000e+00],\n", " [ 3.6490e-02, 0.0000e+00],\n", " [ 3.6084e-02, 0.0000e+00],\n", " [ 5.6430e-02, 0.0000e+00],\n", " [-4.7351e-06, 0.0000e+00],\n", " [-6.6337e-06, 0.0000e+00],\n", " [-6.6337e-06, 0.0000e+00],\n", " [-3.0076e-06, 0.0000e+00],\n", " [ 5.6430e-02, 0.0000e+00],\n", " [ 2.8385e-02, 0.0000e+00],\n", " [ 3.6084e-02, 0.0000e+00],\n", " [ 3.6490e-02, 0.0000e+00],\n", " [ 5.7064e-02, 0.0000e+00],\n", " [ 5.7064e-02, 0.0000e+00],\n", " [ 3.0380e-02, 0.0000e+00],\n", " [ 3.6490e-02, 0.0000e+00],\n", " [ 3.6084e-02, 0.0000e+00],\n", " [ 5.6430e-02, 0.0000e+00],\n", " [-4.7351e-06, 0.0000e+00],\n", " [-6.6337e-06, 0.0000e+00],\n", " [-6.6337e-06, 0.0000e+00],\n", " [-3.0076e-06, 0.0000e+00],\n", " [ 5.6430e-02, 0.0000e+00],\n", " [ 2.8385e-02, 0.0000e+00],\n", " [ 3.6084e-02, 0.0000e+00],\n", " [ 3.6490e-02, 0.0000e+00],\n", " [ 5.7064e-02, 0.0000e+00],\n", " [ 5.7064e-02, 0.0000e+00],\n", " [ 3.0380e-02, 0.0000e+00],\n", " [ 3.6490e-02, 0.0000e+00],\n", " [ 3.6084e-02, 0.0000e+00],\n", " [ 5.6430e-02, 0.0000e+00],\n", " [-4.7351e-06, 0.0000e+00],\n", " [-6.6337e-06, 0.0000e+00],\n", " [-6.6337e-06, 0.0000e+00],\n", " [-3.0076e-06, 0.0000e+00],\n", " [ 5.6430e-02, 0.0000e+00],\n", " [ 2.8385e-02, 0.0000e+00],\n", " [ 3.6084e-02, 0.0000e+00],\n", " [ 3.6490e-02, 0.0000e+00],\n", " [ 5.7064e-02, 0.0000e+00],\n", " [ 5.7064e-02, 0.0000e+00],\n", " [ 3.0380e-02, 0.0000e+00],\n", " [ 3.6490e-02, 0.0000e+00],\n", " [ 3.6084e-02, 0.0000e+00],\n", " [ 5.6430e-02, 0.0000e+00],\n", " [-4.7351e-06, 0.0000e+00],\n", " [-6.6337e-06, 0.0000e+00],\n", " [-6.6337e-06, 0.0000e+00],\n", " [-3.0076e-06, 0.0000e+00],\n", " [ 5.6430e-02, 0.0000e+00],\n", " [ 2.8385e-02, 0.0000e+00],\n", " [ 3.6084e-02, 0.0000e+00],\n", " [ 3.6490e-02, 0.0000e+00],\n", " [ 5.7064e-02, 0.0000e+00],\n", " [ 5.7064e-02, 0.0000e+00],\n", " [ 3.0380e-02, 0.0000e+00],\n", " [ 3.6490e-02, 0.0000e+00],\n", " [ 3.6084e-02, 0.0000e+00],\n", " [ 5.6430e-02, 0.0000e+00],\n", " [-4.7351e-06, 0.0000e+00],\n", " [-6.6337e-06, 0.0000e+00],\n", " [-6.6337e-06, 0.0000e+00],\n", " [-3.0076e-06, 0.0000e+00],\n", " [ 5.6430e-02, 0.0000e+00],\n", " [ 2.8385e-02, 0.0000e+00],\n", " [ 3.6084e-02, 0.0000e+00],\n", " [ 3.6490e-02, 0.0000e+00],\n", " [ 5.7064e-02, 0.0000e+00],\n", " [ 5.7064e-02, 0.0000e+00],\n", " [ 3.0380e-02, 0.0000e+00],\n", " [ 3.6490e-02, 0.0000e+00],\n", " [ 3.6084e-02, 0.0000e+00],\n", " [ 5.6430e-02, 0.0000e+00],\n", " [-4.7351e-06, 0.0000e+00],\n", " [-6.6337e-06, 0.0000e+00],\n", " [-6.6337e-06, 0.0000e+00],\n", " [-3.0076e-06, 0.0000e+00],\n", " [ 5.6430e-02, 0.0000e+00],\n", " [ 2.8385e-02, 0.0000e+00],\n", " [ 3.6084e-02, 0.0000e+00],\n", " [ 3.6490e-02, 0.0000e+00],\n", " [ 5.7064e-02, 0.0000e+00],\n", " [ 5.7064e-02, 0.0000e+00],\n", " [ 3.0380e-02, 0.0000e+00],\n", " [ 3.6490e-02, 0.0000e+00],\n", " [ 3.6084e-02, 0.0000e+00],\n", " [ 5.6430e-02, 0.0000e+00],\n", " [-4.7351e-06, 0.0000e+00],\n", " [-6.6337e-06, 0.0000e+00],\n", " [-6.6337e-06, 0.0000e+00],\n", " [-3.0076e-06, 0.0000e+00],\n", " [ 5.6430e-02, 0.0000e+00],\n", " [ 2.8385e-02, 0.0000e+00],\n", " [ 3.6084e-02, 0.0000e+00],\n", " [ 3.6490e-02, 0.0000e+00],\n", " [ 5.7064e-02, 0.0000e+00],\n", " [ 5.7064e-02, 0.0000e+00],\n", " [ 3.0380e-02, 0.0000e+00],\n", " [ 3.6490e-02, 0.0000e+00],\n", " [ 3.6084e-02, 0.0000e+00],\n", " [ 5.6430e-02, 0.0000e+00],\n", " [-4.7351e-06, 0.0000e+00],\n", " [-6.6337e-06, 0.0000e+00],\n", " [-6.6337e-06, 0.0000e+00],\n", " [-3.0076e-06, 0.0000e+00],\n", " [ 5.6430e-02, 0.0000e+00],\n", " [ 2.8385e-02, 0.0000e+00],\n", " [ 3.6084e-02, 0.0000e+00],\n", " [ 3.6490e-02, 0.0000e+00],\n", " [ 5.7064e-02, 0.0000e+00]], dtype=torch.float64)\n", "tensor([[[ 9.7335e-07, 6.0423e-06, 2.1173e-06, 7.3312e-07, 1.7280e-06,\n", " 1.8313e-07],\n", " [ 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00,\n", " 0.0000e+00]],\n", "\n", " [[ 6.5599e-07, 4.1426e-06, 1.4668e-06, 7.2980e-07, 1.8454e-06,\n", " 2.3522e-07],\n", " [ 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00,\n", " 0.0000e+00]],\n", "\n", " [[-1.6495e-07, -6.3114e-07, -1.3640e-07, 1.1908e-06, 3.5055e-06,\n", " 5.9274e-07],\n", " [ 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00,\n", " 0.0000e+00]],\n", "\n", " ...,\n", "\n", " [[-8.7080e-07, -5.4828e-06, -1.9379e-06, -9.1388e-07, -2.2912e-06,\n", " -2.8621e-07],\n", " [ 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00,\n", " 0.0000e+00]],\n", "\n", " [[-9.8106e-07, -6.2897e-06, -2.2471e-06, -1.4069e-06, -3.6711e-06,\n", " -5.0143e-07],\n", " [ 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00,\n", " 0.0000e+00]],\n", "\n", " [[ 6.0629e-07, 3.4972e-06, 1.1680e-06, -4.3526e-07, -1.4998e-06,\n", " -3.0900e-07],\n", " [ 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00,\n", " 0.0000e+00]]], dtype=torch.float64)\n", "tensor([[[ 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00],\n", " [ 1.4255e-02, -1.1707e-06, -2.5867e-07, 2.7165e-04]],\n", "\n", " [[ 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00],\n", " [ 7.6600e-02, -5.3693e-06, 3.2503e-06, -2.4709e-02]],\n", "\n", " [[ 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00],\n", " [-6.4586e-02, 4.3706e-06, -3.5290e-06, 2.5280e-02]],\n", "\n", " ...,\n", "\n", " [[ 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00],\n", " [ 1.4670e-02, -2.0658e-06, -4.6029e-06, 2.4736e-02]],\n", "\n", " [[ 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00],\n", " [ 2.5641e-02, -1.1723e-06, 4.2357e-06, -2.6022e-02]],\n", "\n", " [[ 0.0000e+00, 0.0000e+00, 0.0000e+00, 0.0000e+00],\n", " [ 1.4255e-02, -1.1707e-06, -2.5867e-07, 2.7165e-04]]],\n", " dtype=torch.float64)\n" ] } ], "source": [ "# Define dispersion observable\n", "\n", "def observable_dispersion(kn, ks):\n", " orbit = torch.tensor(4*[0.0], dtype=dtype)\n", " etax, _, etay, _ = dispersion(ring, \n", " orbit,\n", " [kn, ks],\n", " ('kn', None, nkn, None),\n", " ('ks', None, nks, None))\n", " return torch.stack([etax, etay]).T\n", "\n", "kn = torch.tensor(6*[0.0], dtype=dtype)\n", "ks = torch.tensor(4*[0.0], dtype=dtype)\n", "\n", "print(observable_dispersion(kn, ks))\n", "print(torch.func.jacfwd(observable_dispersion, 0)(kn, ks))\n", "print(torch.func.jacfwd(observable_dispersion, 1)(kn, ks))" ] }, { "cell_type": "code", "execution_count": 15, "id": "773a9787-e2e1-49a1-926f-cbc3087fdaa1", "metadata": {}, "outputs": [], "source": [ "# Note, for ideal lattice both tune and twiss observable derivatives with respect to skew quadrupole knobs are zero\n", "# Only dispersion derivatives are not zero, which means that skew quadrupols are used to correct dispersion" ] }, { "cell_type": "code", "execution_count": 16, "id": "17716468-b902-4a6f-a3e1-62e30cac0c1e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "torch.Size([674])\n", "torch.Size([674, 10])\n" ] } ], "source": [ "# Construct full target observable vector and corresponding responce matrix\n", "\n", "def observable(knobs):\n", " kn, ks = torch.split(knobs, [6, 4])\n", " tunes = observable_tune(kn, ks)\n", " betas = observable_twiss(kn, ks)\n", " etas = observable_dispersion(kn, ks)\n", " return torch.cat([tunes, betas.flatten(), etas.flatten()])\n", "\n", "knobs = torch.tensor((6 + 4)*[0.0], dtype=dtype)\n", "print((target := observable(knobs)).shape)\n", "print((matrix := torch.func.jacfwd(observable)(knobs)).shape)" ] }, { "cell_type": "code", "execution_count": 17, "id": "29fa9a3b-6eaa-4c97-b452-c126171852ac", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(10)\n" ] } ], "source": [ "# To perform model free correction the response matrix should have full rank\n", "\n", "print(torch.linalg.matrix_rank(matrix))" ] }, { "cell_type": "code", "execution_count": 18, "id": "d3d0987e-92cd-4822-9bdc-f0dec4738244", "metadata": {}, "outputs": [], "source": [ "# Define ID model\n", "# Note, only the flattened triangular part of the A and B matrices is passed\n", "\n", "A = torch.tensor([[-0.03484222052711237, 1.0272120741819959E-7, -4.698931299341201E-9, 0.0015923185492594811],\n", " [1.0272120579834892E-7, -0.046082787920135176, 0.0017792061173117564, 3.3551298301095784E-8],\n", " [-4.6989312853101E-9, 0.0017792061173117072, 0.056853750760983084, -1.5929605363332683E-7],\n", " [0.0015923185492594336, 3.3551298348653296E-8, -1.5929605261642905E-7, 0.08311631737263032]], dtype=dtype)\n", "\n", "B = torch.tensor([[0.03649353186115209, 0.0015448347221877217, 0.00002719892025520868, -0.0033681183134964482],\n", " [0.0015448347221877217, 0.13683886657005795, -0.0033198692682377406, 0.00006140578258682469],\n", " [0.00002719892025520868, -0.0033198692682377406, -0.05260095308967722, 0.005019907688182885],\n", " [-0.0033681183134964482, 0.00006140578258682469, 0.005019907688182885, -0.2531573249456863]], dtype=dtype)\n", "\n", "ID = Matrix('ID', \n", " length=0.0, \n", " A=A[torch.triu(torch.ones_like(A, dtype=torch.bool))].tolist(), \n", " B=B[torch.triu(torch.ones_like(B, dtype=torch.bool))].tolist())" ] }, { "cell_type": "code", "execution_count": 19, "id": "d6451011-e967-4308-a85b-da9d9ec74b39", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'BPM': 168,\n", " 'Drift': 708,\n", " 'Dipole': 156,\n", " 'Quadrupole': 360,\n", " 'Matrix': 1,\n", " 'Marker': 11}" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Insert ID into the existing lattice\n", "# This will replace the target marker\n", "\n", "error = ring.clone()\n", "error.flatten()\n", "error.insert(ID, 'MLL_S01', position=0.0)\n", "error.splice()\n", "\n", "# Describe\n", "\n", "error.describe" ] }, { "cell_type": "code", "execution_count": 20, "id": "ade8705a-23ab-468e-b6f3-6c1061919afb", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_id, nuy_id = tune(error, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 21, "id": "41a0bb53-fd70-4401-8760-17675dfbf539", "metadata": {}, "outputs": [], "source": [ "# Compute dispersion\n", "\n", "orbit = torch.tensor(4*[0.0], dtype=dtype)\n", "etaqx_id, etapx_id, etaqy_id, etapy_id = dispersion(error, orbit, [], limit=1)" ] }, { "cell_type": "code", "execution_count": 22, "id": "6db75217-7c60-402d-b09d-cca7e8463b07", "metadata": {}, "outputs": [], "source": [ "# Compute twiss parameters\n", "\n", "ax_id, bx_id, ay_id, by_id = twiss(error, [], matched=True, advance=True, full=False).T" ] }, { "cell_type": "code", "execution_count": 23, "id": "acf9f7ec-df0d-4368-9217-e32aeeef8d83", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_id, muy_id = advance(error, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 24, "id": "43c063a1-cbb6-435f-9342-ca2207f24f77", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_id = coupling(error, [])" ] }, { "cell_type": "code", "execution_count": 25, "id": "91759d7f-45f5-4d2c-b2a5-3cf76fab5861", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0260, dtype=torch.float64)\n", "tensor(-0.0114, dtype=torch.float64)\n" ] } ], "source": [ "# Tune shifts\n", "\n", "print((nux - nux_id))\n", "print((nuy - nuy_id))" ] }, { "cell_type": "code", "execution_count": 26, "id": "61c73b1c-7d3d-42e8-bdc4-bd1279fb129a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0., dtype=torch.float64)\n", "tensor(0.0004, dtype=torch.float64)\n" ] } ], "source": [ "# Coupling (minimal tune distance)\n", "\n", "print(c)\n", "print(c_id)" ] }, { "cell_type": "code", "execution_count": 27, "id": "1c018ea5-09ef-4620-9fff-7ec512332ba6", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Dispersion\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqx - etaqx_id).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqy - etaqy_id).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 28, "id": "98833b54-c79f-4bac-bdf5-b0565106db19", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(11.5994, dtype=torch.float64)\n", "tensor(1.7916, dtype=torch.float64)\n" ] } ], "source": [ "# Beta-beating\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((bx - bx_id)/bx).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((by - by_id)/by).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(100*(((bx - bx_id)/bx)**2).mean().sqrt())\n", "print(100*(((by - by_id)/by)**2).mean().sqrt())" ] }, { "cell_type": "code", "execution_count": 29, "id": "9eb82d3a-9321-4137-9daf-50343c56b8ec", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(8.7941, dtype=torch.float64)\n", "tensor(1.7778, dtype=torch.float64)\n" ] } ], "source": [ "# Phase advance\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((mux - mux_id)/mux).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((muy - muy_id)/muy).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(100*(((mux - mux_id)/mux)**2).mean().sqrt())\n", "print(100*(((muy - muy_id)/muy)**2).mean().sqrt())" ] }, { "cell_type": "code", "execution_count": 30, "id": "3444f2f6-0e66-48bd-a0d5-5934d6d60a22", "metadata": {}, "outputs": [], "source": [ "# Define parametric observable vector (emulate tune measurement)\n", "\n", "\n", "def observable_tune(kn, ks):\n", " nux, nuy = tune(error, \n", " [kn, ks],\n", " ('kn', None, nkn, None),\n", " ('ks', None, nks, None),\n", " matched=True)\n", " return torch.stack([nux, nuy])\n", "\n", "\n", "def observable_twiss(kn, ks):\n", " _, bx, _, by = twiss(error, \n", " [kn, ks],\n", " ('kn', None, nkn, None),\n", " ('ks', None, nks, None),\n", " matched=True, \n", " advance=True,\n", " full=False, \n", " convert=True).T\n", " return torch.stack([bx, by]).T\n", "\n", "\n", "def observable_dispersion(kn, ks):\n", " orbit = torch.tensor(4*[0.0], dtype=dtype)\n", " etax, _, etay, _ = dispersion(error, \n", " orbit,\n", " [kn, ks],\n", " ('kn', None, nkn, None),\n", " ('ks', None, nks, None))\n", " return torch.stack([etax, etay]).T\n", "\n", "\n", "def observable(knobs):\n", " kn, ks = torch.split(knobs, [6, 4])\n", " tunes = observable_tune(kn, ks)\n", " betas = observable_twiss(kn, ks)\n", " etas = observable_dispersion(kn, ks)\n", " return torch.cat([tunes, betas.flatten(), etas.flatten()])" ] }, { "cell_type": "code", "execution_count": 31, "id": "761e5b37-1626-45ca-99c8-319f5e7fd518", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(64.2608, dtype=torch.float64)\n" ] } ], "source": [ "# Check the residual vector norm\n", "\n", "knobs = torch.tensor((6 + 4)*[0.0], dtype=dtype)\n", "\n", "print(((observable(knobs) - target)**2).sum())" ] }, { "cell_type": "code", "execution_count": 32, "id": "0ab2880a-53d5-4b63-9bb3-e3766abd7a65", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(64.2608, dtype=torch.float64)\n", "tensor(3.6714, dtype=torch.float64)\n", "tensor(0.3128, dtype=torch.float64)\n", "tensor(0.0689, dtype=torch.float64)\n", "tensor(0.0535, dtype=torch.float64)\n", "tensor(0.0525, dtype=torch.float64)\n", "tensor(0.0525, dtype=torch.float64)\n", "tensor(0.0525, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Optimization loop (model free)\n", "\n", "# Responce matrix (jacobian)\n", "\n", "M = matrix.clone()\n", "\n", "# Weighting covariance (sensitivity) matrix\n", "\n", "epsilon = 1.0E-9\n", "C = M @ M.T\n", "C = C + epsilon*torch.eye(len(C), dtype=dtype)\n", "\n", "# Cholesky decomposition\n", "\n", "L = torch.linalg.cholesky(C) \n", "\n", "# Whiten response\n", "\n", "M = torch.linalg.solve_triangular(L, M, upper=False)\n", "\n", "# Additional weights\n", "# Can be used to extra weight selected observables, e.g. tunes\n", "\n", "weights = torch.ones(len(M), dtype=dtype)\n", "weights = weights.sqrt()\n", "\n", "# Whiten response with additional weights\n", "\n", "M = M*weights.unsqueeze(1)\n", "\n", "# Iterative correction\n", "\n", "lr = 0.75\n", "\n", "# Initial value\n", "\n", "knobs = torch.tensor((6 + 4)*[0.0], dtype=dtype)\n", "\n", "# Correction loop\n", "\n", "for _ in range(8):\n", " value = observable(knobs)\n", " residual = target - value\n", " residual = torch.linalg.solve_triangular(L, residual.unsqueeze(-1), upper=False).squeeze(-1)\n", " residual = residual*weights\n", " delta = torch.linalg.lstsq(M, residual, driver=\"gels\").solution\n", " knobs += lr*delta\n", " print(((value - target)**2).sum())\n", "print()" ] }, { "cell_type": "code", "execution_count": 33, "id": "4a838685-3f2f-4cf2-b351-848f7a72873d", "metadata": {}, "outputs": [], "source": [ "# Apply final corrections\n", "\n", "kn, ks = torch.split(knobs, [6, 4])\n", "\n", "result = error.clone()\n", "\n", "result.flatten()\n", "\n", "for name, knob in zip(nkn, kn):\n", " result[name].kn = (result[name].kn + knob).item()\n", " \n", "for name, knob in zip(nks, ks):\n", " result[name].ks = (result[name].ks + knob).item()\n", " \n", "result.splice()" ] }, { "cell_type": "code", "execution_count": 34, "id": "de22840b-ada2-433e-af2d-032f38ddbb19", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_result, nuy_result = tune(result, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 35, "id": "6b06bc3a-793a-4a8b-9f06-4e2ed7903416", "metadata": {}, "outputs": [], "source": [ "# Compute dispersion\n", "\n", "orbit = torch.tensor(4*[0.0], dtype=dtype)\n", "etaqx_result, etapx_result, etaqy_result, etapy_result = dispersion(result, orbit, [], limit=1)" ] }, { "cell_type": "code", "execution_count": 36, "id": "626b8751-5bc7-480e-93bb-72fb27c37f81", "metadata": {}, "outputs": [], "source": [ "# Compute twiss parameters\n", "\n", "ax_result, bx_result, ay_result, by_result = twiss(result, [], matched=True, advance=True, full=False).T" ] }, { "cell_type": "code", "execution_count": 37, "id": "cf1845a7-a248-4ee0-94b7-56926c9b387a", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_result, muy_result = advance(result, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 38, "id": "f57f09aa-4fcc-4e02-a252-61a65bfc967b", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_result = coupling(result, [])" ] }, { "cell_type": "code", "execution_count": 39, "id": "3b9260be-8631-4faa-b4b5-a21a31d585fd", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0260, dtype=torch.float64)\n", "tensor(0.0114, dtype=torch.float64)\n", "\n", "tensor(0.0031, dtype=torch.float64)\n", "tensor(0.0106, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Tune shifts\n", "\n", "print((nux - nux_id).abs())\n", "print((nuy - nuy_id).abs())\n", "print()\n", "\n", "print((nux - nux_result).abs())\n", "print((nuy - nuy_result).abs())\n", "print()" ] }, { "cell_type": "code", "execution_count": 40, "id": "b9011c4a-346c-42ce-b67c-944b53a530f6", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0., dtype=torch.float64)\n", "tensor(0.0004, dtype=torch.float64)\n", "tensor(0.0009, dtype=torch.float64)\n" ] } ], "source": [ "# Coupling (minimal tune distance)\n", "\n", "print(c)\n", "print(c_id)\n", "print(c_result)" ] }, { "cell_type": "code", "execution_count": 41, "id": "9e61bfea-38cb-4cc7-a8d1-0e104aae7774", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Dispersion\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqx - etaqx_id).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqy - etaqy_id).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqx - etaqx_result).cpu().numpy(), fmt='-', marker='o', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqy - etaqy_result).cpu().numpy(), fmt='-', marker='o', color='red', alpha=0.75)\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 42, "id": "245d0952-1cf9-482e-ae02-5d6b388809fd", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(11.5994, dtype=torch.float64)\n", "tensor(1.7916, dtype=torch.float64)\n", "\n", "tensor(0.0562, dtype=torch.float64)\n", "tensor(0.3210, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Beta-beating\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((bx - bx_id)/bx).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((by - by_id)/by).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((bx - bx_result)/bx).cpu().numpy(), fmt='-', marker='o', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((by - by_result)/by).cpu().numpy(), fmt='-', marker='o', color='red', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(100*(((bx - bx_id)/bx)**2).mean().sqrt())\n", "print(100*(((by - by_id)/by)**2).mean().sqrt())\n", "print()\n", "\n", "print(100*(((bx - bx_result)/bx)**2).mean().sqrt())\n", "print(100*(((by - by_result)/by)**2).mean().sqrt())\n", "print()" ] }, { "cell_type": "code", "execution_count": 43, "id": "3ef92ffe-10c4-4771-ba11-d325981dd84f", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(8.7941, dtype=torch.float64)\n", "tensor(1.7778, dtype=torch.float64)\n", "\n", "tensor(0.3144, dtype=torch.float64)\n", "tensor(0.3240, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Phase advance\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((mux - mux_id)/mux).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((muy - muy_id)/muy).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((mux - mux_result)/mux).cpu().numpy(), fmt='-', marker='o', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((muy - muy_result)/muy).cpu().numpy(), fmt='-', marker='o', color='red', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(100*(((mux - mux_id)/mux)**2).mean().sqrt())\n", "print(100*(((muy - muy_id)/muy)**2).mean().sqrt())\n", "print()\n", "\n", "print(100*(((mux - mux_result)/mux)**2).mean().sqrt())\n", "print(100*(((muy - muy_result)/muy)**2).mean().sqrt())\n", "print()" ] }, { "cell_type": "code", "execution_count": 44, "id": "55f2d2ee-0368-41c6-acfa-874a1c2b5d32", "metadata": {}, "outputs": [], "source": [ "# From the above results, tunes are not corrected \n", "# This can be solved by adding extra weights or by using global tune knobs (prefered)" ] }, { "cell_type": "code", "execution_count": 45, "id": "3471b66d-28e7-497b-a34b-5837f55d2805", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(64.2608, dtype=torch.float64)\n", "tensor(28.4599, dtype=torch.float64)\n", "tensor(23.3812, dtype=torch.float64)\n", "tensor(22.3323, dtype=torch.float64)\n", "tensor(22.1887, dtype=torch.float64)\n", "tensor(22.1935, dtype=torch.float64)\n", "tensor(22.2070, dtype=torch.float64)\n", "tensor(22.2140, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Optimization loop (model free) with tune weights\n", "\n", "# Responce matrix (jacobian)\n", "\n", "M = matrix.clone()\n", "\n", "# Weighting covariance (sensitivity) matrix\n", "\n", "epsilon = 1.0E-9\n", "C = M @ M.T\n", "C = C + epsilon*torch.eye(len(C), dtype=dtype)\n", "\n", "# Cholesky decomposition\n", "\n", "L = torch.linalg.cholesky(C) \n", "\n", "# Whiten response\n", "\n", "M = torch.linalg.solve_triangular(L, M, upper=False)\n", "\n", "# Additional weights\n", "# Can be used to extra weight selected observables, e.g. tunes\n", "\n", "weights = torch.ones(len(M), dtype=dtype)\n", "weights = weights.sqrt()\n", "\n", "# Tune weights (hand picked)\n", "\n", "w_nux = 5.0\n", "w_nuy = 8.0\n", "\n", "weights[0] = w_nux\n", "weights[1] = w_nuy\n", "\n", "# Whiten response with additional weights\n", "\n", "M = M*weights.unsqueeze(1)\n", "\n", "# Iterative correction\n", "\n", "lr = 0.75\n", "\n", "# Initial value\n", "\n", "knobs = torch.tensor((6 + 4)*[0.0], dtype=dtype)\n", "\n", "# Correction loop\n", "\n", "for _ in range(8):\n", " value = observable(knobs)\n", " residual = target - value\n", " residual = torch.linalg.solve_triangular(L, residual.unsqueeze(-1), upper=False).squeeze(-1)\n", " residual = residual*weights\n", " delta = torch.linalg.lstsq(M, residual, driver=\"gels\").solution\n", " knobs += lr*delta\n", " print(((value - target)**2).sum())\n", "print()" ] }, { "cell_type": "code", "execution_count": 46, "id": "6e01efce-f878-4fac-877b-ee207f755225", "metadata": {}, "outputs": [], "source": [ "# Apply final corrections\n", "\n", "kn, ks = torch.split(knobs, [6, 4])\n", "\n", "result = error.clone()\n", "\n", "result.flatten()\n", "\n", "for name, knob in zip(nkn, kn):\n", " result[name].kn = (result[name].kn + knob).item()\n", " \n", "for name, knob in zip(nks, ks):\n", " result[name].ks = (result[name].ks + knob).item()\n", " \n", "result.splice()" ] }, { "cell_type": "code", "execution_count": 47, "id": "c18d22d0-9782-4a6a-b4af-20f1cc7ebf74", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_result, nuy_result = tune(result, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 48, "id": "67a1d6b0-845b-47cc-a7d2-81bb6c7b517a", "metadata": {}, "outputs": [], "source": [ "# Compute dispersion\n", "\n", "orbit = torch.tensor(4*[0.0], dtype=dtype)\n", "etaqx_result, etapx_result, etaqy_result, etapy_result = dispersion(result, orbit, [], limit=1)" ] }, { "cell_type": "code", "execution_count": 49, "id": "99aacb19-67e1-490f-815a-2bc3039ca2d1", "metadata": {}, "outputs": [], "source": [ "# Compute twiss parameters\n", "\n", "ax_result, bx_result, ay_result, by_result = twiss(result, [], matched=True, advance=True, full=False).T" ] }, { "cell_type": "code", "execution_count": 50, "id": "357d9968-6971-4eba-b027-07f6cc0bfcde", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_result, muy_result = advance(result, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 51, "id": "41ed581f-8921-4e69-931e-cc9f7bae1bd0", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_result = coupling(result, [])" ] }, { "cell_type": "code", "execution_count": 52, "id": "1db57f68-b850-4d7c-ae91-2ebfb4c8a3f2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0260, dtype=torch.float64)\n", "tensor(0.0114, dtype=torch.float64)\n", "\n", "tensor(0.0001, dtype=torch.float64)\n", "tensor(0.0001, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Tune shifts\n", "\n", "print((nux - nux_id).abs())\n", "print((nuy - nuy_id).abs())\n", "print()\n", "\n", "print((nux - nux_result).abs())\n", "print((nuy - nuy_result).abs())\n", "print()" ] }, { "cell_type": "code", "execution_count": 53, "id": "4f58a6b8-d56b-46d5-b11d-5d64a21727fb", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0., dtype=torch.float64)\n", "tensor(0.0004, dtype=torch.float64)\n", "tensor(0.0009, dtype=torch.float64)\n" ] } ], "source": [ "# Coupling (minimal tune distance)\n", "\n", "print(c)\n", "print(c_id)\n", "print(c_result)" ] }, { "cell_type": "code", "execution_count": 54, "id": "07454991-d42f-49a2-a4e0-4a4dd4076e57", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Dispersion\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqx - etaqx_id).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqy - etaqy_id).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqx - etaqx_result).cpu().numpy(), fmt='-', marker='o', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqy - etaqy_result).cpu().numpy(), fmt='-', marker='o', color='red', alpha=0.75)\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 55, "id": "a410458d-2bae-471e-990f-e7f4648049dd", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(11.5994, dtype=torch.float64)\n", "tensor(1.7916, dtype=torch.float64)\n", "\n", "tensor(1.2593, dtype=torch.float64)\n", "tensor(4.2956, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Beta-beating\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((bx - bx_id)/bx).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((by - by_id)/by).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((bx - bx_result)/bx).cpu().numpy(), fmt='-', marker='o', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((by - by_result)/by).cpu().numpy(), fmt='-', marker='o', color='red', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(100*(((bx - bx_id)/bx)**2).mean().sqrt())\n", "print(100*(((by - by_id)/by)**2).mean().sqrt())\n", "print()\n", "\n", "print(100*(((bx - bx_result)/bx)**2).mean().sqrt())\n", "print(100*(((by - by_result)/by)**2).mean().sqrt())\n", "print()" ] }, { "cell_type": "code", "execution_count": 56, "id": "3fbb5c3b-f4c4-42fb-841e-e8353041d8ba", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(8.7941, dtype=torch.float64)\n", "tensor(1.7778, dtype=torch.float64)\n", "\n", "tensor(1.0051, dtype=torch.float64)\n", "tensor(4.1787, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Phase advance\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((mux - mux_id)/mux).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((muy - muy_id)/muy).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((mux - mux_result)/mux).cpu().numpy(), fmt='-', marker='o', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((muy - muy_result)/muy).cpu().numpy(), fmt='-', marker='o', color='red', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(100*(((mux - mux_id)/mux)**2).mean().sqrt())\n", "print(100*(((muy - muy_id)/muy)**2).mean().sqrt())\n", "print()\n", "\n", "print(100*(((mux - mux_result)/mux)**2).mean().sqrt())\n", "print(100*(((muy - muy_result)/muy)**2).mean().sqrt())\n", "print()" ] } ], "metadata": { "colab": { "collapsed_sections": [ "myt0_gMIOq7b", "5d97819c" ], "name": "03_frequency.ipynb", "provenance": [] }, "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.14.0" }, "latex_envs": { "LaTeX_envs_menu_present": true, "autoclose": false, "autocomplete": true, "bibliofile": "biblio.bib", "cite_by": "apalike", "current_citInitial": 1, "eqLabelWithNumbers": true, "eqNumInitial": 1, "hotkeys": { "equation": "Ctrl-E", "itemize": "Ctrl-I" }, "labels_anchors": false, "latex_user_defs": false, "report_style_numbering": false, "user_envs_cfg": false } }, "nbformat": 4, "nbformat_minor": 5 }