nice-coils/coil_parasitics.py
2023-10-26 00:48:33 +02:00

595 lines
24 KiB
Python

#!/usr/bin/env python3
import math
from pathlib import Path
import multiprocessing
import re
import tempfile
import fnmatch
import shutil
import numpy as np
from pyelmer import elmer
import subprocess_tee
import click
from scipy import constants
def enumerate_mesh_bodies(msh_file):
with open(msh_file, 'r') as f:
for line in f:
if line.startswith('$PhysicalNames'):
break
else:
raise ValueError('No physcial bodies found in mesh file.')
_num_names = next(f)
for line in f:
if line.startswith('$EndPhysicalNames'):
break
dim, _, line = line.strip().partition(' ')
tag, _, name = line.partition(' ')
yield name.strip().strip('"'), (int(dim), int(tag))
# https://en.wikipedia.org/wiki/Metric_prefix
SI_PREFIX = 'QRYZEPTGMk mµnpfazyrq'
def format_si(value, unit='', fractional_digits=1):
mag = int(math.log10(abs(value))//3)
value /= 1000**mag
prefix = SI_PREFIX[SI_PREFIX.find(' ') - mag].strip()
value = f'{{:.{fractional_digits}f}}'.format(value)
return f'{value} {prefix}{unit}'
INPUT_EXT_MAP = {
'.grd': 1,
'.mesh*': 2,
'.ep': 3,
'.ansys': 4,
'.inp': 5,
'.fil': 6,
'.FDNEUT': 7,
'.unv': 8,
'.mphtxt': 9,
'.dat': 10,
'.node': 11,
'.ele': 11,
'.mesh': 12,
'.msh': 14,
'.ep.i': 15,
'.2dm': 16}
OUTPUT_EXT_MAP = {
'.grd': 1,
'.mesh*': 2,
'.ep': 3,
'.msh': 4,
'.vtu': 5}
def elmer_grid(infile, outfile=None, intype=None, outtype=None, cwd=None, stdout_log=None, stderr_log=None, **kwargs):
infile = Path(infile)
if outfile is not None:
outfile = Path(outfile)
if intype is None:
intype = str(INPUT_EXT_MAP[infile.suffix])
if outtype is None:
if outfile is not None and outfile.suffix:
outtype = str(OUTPUT_EXT_MAP[outfile.suffix])
else:
outtype = '2'
if outfile is not None:
kwargs['out'] = str(outfile)
args = ['ElmerGrid', intype, outtype, str(infile)]
for key, value in kwargs.items():
args.append(f'-{key}')
if isinstance(value, (tuple, list)):
args.extend(str(v) for v in value)
else:
args.append(str(value))
result = subprocess_tee.run(args, cwd=cwd, check=True)
if stdout_log:
Path(stdout_log).write_text(result.stdout or '')
if stderr_log:
Path(stderr_log).write_text(result.stderr or '')
def elmer_solver(cwd, stdout_log=None, stderr_log=None):
result = subprocess_tee.run(['ElmerSolver'], cwd=cwd, check=True)
if stdout_log:
Path(stdout_log).write_text(result.stdout or '')
if stderr_log:
Path(stderr_log).write_text(result.stderr or '')
return result
@click.group()
def cli():
pass
@cli.command()
@click.option('-d', '--sim-dir', type=click.Path(dir_okay=True, file_okay=False, path_type=Path))
@click.option('-o', '--output', type=click.Path(dir_okay=False, writable=True, path_type=Path), help='Capacitance matrix output file')
@click.argument('mesh_file', type=click.Path(dir_okay=False, path_type=Path))
def capacitance_matrix(mesh_file, sim_dir, output):
physical = dict(enumerate_mesh_bodies(mesh_file))
if sim_dir is not None:
sim_dir = Path(sim_dir)
sim_dir.mkdir(exist_ok=True)
sim = elmer.load_simulation('3D_steady', 'coil_parasitics_sim.yml')
mesh_dir = '.'
mesh_fn = 'mesh'
sim.header['Mesh DB'] = f'"{mesh_dir}" "{mesh_fn}"'
sim.constants.update({
'Permittivity of Vacuum': str(constants.epsilon_0),
'Gravity(4)': f'0 -1 0 {constants.g}',
'Boltzmann Constant': str(constants.Boltzmann),
'Unit Charge': str(constants.elementary_charge)})
air = elmer.load_material('air', sim, 'coil_parasitics_materials.yml')
fr4 = elmer.load_material('fr4', sim, 'coil_parasitics_materials.yml')
solver_electrostatic = elmer.load_solver('Electrostatics_Capacitance', sim, 'coil_parasitics_solvers.yml')
solver_electrostatic.data['Potential Difference'] = '1.0'
eqn = elmer.Equation(sim, 'main', [solver_electrostatic])
bdy_sub = elmer.Body(sim, 'substrate', [physical['substrate'][1]])
bdy_sub.material = fr4
bdy_sub.equation = eqn
bdy_ab = elmer.Body(sim, 'airbox', [physical['airbox'][1]])
bdy_ab.material = air
bdy_ab.equation = eqn
max_num = -1
# boundaries
for name, identity in physical.items():
if (m := re.fullmatch(r'trace([0-9]+)', name)):
num = int(m.group(1))
max_num = max(num, max_num)
bndry_m2 = elmer.Boundary(sim, name, [identity[1]])
bndry_m2.data['Capacitance Body'] = str(num)
if (tr := physical.get('trace')):
bndry_m2 = elmer.Boundary(sim, 'trace', [tr[1]])
bndry_m2.data['Capacitance Body'] = f'{max_num+1}'
boundary_airbox = elmer.Boundary(sim, 'FarField', [physical['airbox_surface'][1]])
boundary_airbox.data['Electric Infinity BC'] = 'True'
with tempfile.TemporaryDirectory() as tmpdir:
tmpdir = sim_dir if sim_dir else Path(tmpdir)
sim.write_startinfo(tmpdir)
sim.write_sif(tmpdir)
# Convert mesh from gmsh to elemer formats. Also scale it from 1 unit = 1 mm to 1 unit = 1 m (SI units)
elmer_grid(mesh_file.absolute(), 'mesh', cwd=tmpdir, scale=[1e-3, 1e-3, 1e-3],
stdout_log=(tmpdir / 'ElmerGrid_stdout.log'),
stderr_log=(tmpdir / 'ElmerGrid_stderr.log'))
elmer_solver(tmpdir,
stdout_log=(tmpdir / 'ElmerSolver_stdout.log'),
stderr_log=(tmpdir / 'ElmerSolver_stderr.log'))
capacitance_matrix = np.loadtxt(tmpdir / 'capacitance.txt')
np.savetxt(output, capacitance_matrix)
@cli.command()
@click.option('-d', '--sim-dir', type=click.Path(dir_okay=True, file_okay=False, path_type=Path))
@click.option('--solver-method')
@click.argument('mesh_file', type=click.Path(dir_okay=False, path_type=Path))
def inductance(mesh_file, sim_dir, solver_method):
physical = dict(enumerate_mesh_bodies(mesh_file))
if sim_dir is not None:
sim_dir = Path(sim_dir)
sim_dir.mkdir(exist_ok=True)
sim = elmer.load_simulation('3D_steady', 'coil_mag_sim.yml')
mesh_dir = '.'
mesh_fn = 'mesh'
sim.header['Mesh DB'] = f'"{mesh_dir}" "{mesh_fn}"'
sim.constants.update({
'Permittivity of Vacuum': str(constants.epsilon_0),
'Gravity(4)': f'0 -1 0 {constants.g}',
'Boltzmann Constant': str(constants.Boltzmann),
'Unit Charge': str(constants.elementary_charge)})
air = elmer.load_material('air', sim, 'coil_mag_materials.yml')
fr4 = elmer.load_material('fr4', sim, 'coil_mag_materials.yml')
copper = elmer.load_material('copper', sim, 'coil_mag_materials.yml')
solver_current = elmer.load_solver('Static_Current_Conduction', sim, 'coil_mag_solvers.yml')
solver_magdyn = elmer.load_solver('Magneto_Dynamics', sim, 'coil_mag_solvers.yml')
if solver_method:
solver_magdyn.data['Linear System Iterative Method'] = solver_method
solver_magdyn_calc = elmer.load_solver('Magneto_Dynamics_Calculations', sim, 'coil_mag_solvers.yml')
copper_eqn = elmer.Equation(sim, 'copperEqn', [solver_current, solver_magdyn, solver_magdyn_calc])
air_eqn = elmer.Equation(sim, 'airEqn', [solver_magdyn, solver_magdyn_calc])
bdy_trace = elmer.Body(sim, 'trace', [physical['trace'][1]])
bdy_trace.material = copper
bdy_trace.equation = copper_eqn
bdy_sub = elmer.Body(sim, 'substrate', [physical['substrate'][1]])
bdy_sub.material = fr4
bdy_sub.equation = air_eqn
bdy_ab = elmer.Body(sim, 'airbox', [physical['airbox'][1]])
bdy_ab.material = air
bdy_ab.equation = air_eqn
bdy_if_top = elmer.Body(sim, 'interface_top', [physical['interface_top'][1]])
bdy_if_top.material = copper
bdy_if_top.equation = copper_eqn
bdy_if_bottom = elmer.Body(sim, 'interface_bottom', [physical['interface_bottom'][1]])
bdy_if_bottom.material = copper
bdy_if_bottom.equation = copper_eqn
potential_force = elmer.BodyForce(sim, 'electric_potential', {'Electric Potential': 'Equals "Potential"'})
bdy_trace.body_force = potential_force
# boundaries
boundary_airbox = elmer.Boundary(sim, 'FarField', [physical['airbox_surface'][1]])
boundary_airbox.data['Electric Infinity BC'] = 'True'
boundary_vplus = elmer.Boundary(sim, 'Vplus', [physical['interface_top'][1]])
boundary_vplus.data['Potential'] = 1.0
boundary_vplus.data['Save Scalars'] = True
boundary_vminus = elmer.Boundary(sim, 'Vminus', [physical['interface_bottom'][1]])
boundary_vminus.data['Potential'] = 0.0
with tempfile.TemporaryDirectory() as tmpdir:
tmpdir = sim_dir if sim_dir else Path(tmpdir)
sim.write_startinfo(tmpdir)
sim.write_sif(tmpdir)
# Convert mesh from gmsh to elemer formats. Also scale it from 1 unit = 1 mm to 1 unit = 1 m (SI units)
elmer_grid(mesh_file.absolute(), 'mesh', cwd=tmpdir, scale=[1e-3, 1e-3, 1e-3],
stdout_log=(tmpdir / 'ElmerGrid_stdout.log'),
stderr_log=(tmpdir / 'ElmerGrid_stderr.log'))
solver_stdout, solver_stderr = (tmpdir / 'ElmerSolver_stdout.log'), (tmpdir / 'ElmerSolver_stderr.log')
res = elmer_solver(tmpdir,
stdout_log=solver_stdout,
stderr_log=solver_stderr)
P, R, U_mag = None, None, None
solver_error = False
for l in res.stdout.splitlines():
if (m := re.fullmatch(r'StatCurrentSolve:\s*Total Heating Power\s*:\s*([0-9.+-Ee]+)\s*', l)):
P = float(m.group(1))
elif (m := re.fullmatch(r'StatCurrentSolve:\s*Effective Resistance\s*:\s*([0-9.+-Ee]+)\s*', l)):
R = float(m.group(1))
elif (m := re.fullmatch(r'MagnetoDynamicsCalcFields:\s*ElectroMagnetic Field Energy\s*:\s*([0-9.+-Ee]+)\s*', l)):
U_mag = float(m.group(1))
elif re.fullmatch(r'IterSolve: Linear iteration did not converge to tolerance', l):
solver_error = True
if solver_error:
raise click.ClickException(f'Error: One of the solvers did not converge. See log files for details:\n{solver_stdout.absolute()}\n{solver_stderr.absolute()}')
elif P is None or R is None or U_mag is None:
raise click.ClickException(f'Error during solver execution. Electrical parameters could not be calculated. See log files for details:\n{solver_stdout.absolute()}\n{solver_stderr.absolute()}')
V = math.sqrt(P*R)
I = math.sqrt(P/R)
L = 2*U_mag / (I**2)
assert math.isclose(V, 1.0, abs_tol=1e-3)
print(f'Total magnetic field energy: {format_si(U_mag, "J")}')
print(f'Reference coil current: {format_si(I, "Ω")}')
print(f'Coil resistance calculated by solver: {format_si(R, "Ω")}')
print(f'Inductance calucated from field: {format_si(L, "H")}')
@cli.command()
@click.option('-r', '--reference-field', type=float, required=True)
@click.option('-d', '--sim-dir', type=click.Path(dir_okay=True, file_okay=False, path_type=Path))
@click.argument('mesh_file', type=click.Path(dir_okay=False, path_type=Path))
def mutual_inductance(mesh_file, sim_dir, reference_field):
physical = dict(enumerate_mesh_bodies(mesh_file))
if sim_dir is not None:
sim_dir = Path(sim_dir)
sim_dir.mkdir(exist_ok=True)
sim = elmer.load_simulation('3D_steady', 'coil_mag_sim.yml')
mesh_dir = '.'
mesh_fn = 'mesh'
sim.header['Mesh DB'] = f'"{mesh_dir}" "{mesh_fn}"'
sim.constants.update({
'Permittivity of Vacuum': str(constants.epsilon_0),
'Gravity(4)': f'0 -1 0 {constants.g}',
'Boltzmann Constant': str(constants.Boltzmann),
'Unit Charge': str(constants.elementary_charge)})
air = elmer.load_material('air', sim, 'coil_mag_materials.yml')
fr4 = elmer.load_material('fr4', sim, 'coil_mag_materials.yml')
copper = elmer.load_material('copper', sim, 'coil_mag_materials.yml')
solver_current = elmer.load_solver('Static_Current_Conduction', sim, 'coil_mag_solvers.yml')
solver_magdyn = elmer.load_solver('Magneto_Dynamics', sim, 'coil_mag_solvers.yml')
solver_magdyn_calc = elmer.load_solver('Magneto_Dynamics_Calculations', sim, 'coil_mag_solvers.yml')
copper_eqn = elmer.Equation(sim, 'copperEqn', [solver_current, solver_magdyn, solver_magdyn_calc])
air_eqn = elmer.Equation(sim, 'airEqn', [solver_magdyn, solver_magdyn_calc])
bdy_trace1 = elmer.Body(sim, 'trace1', [physical['trace1'][1]])
bdy_trace1.material = copper
bdy_trace1.equation = copper_eqn
bdy_trace2 = elmer.Body(sim, 'trace2', [physical['trace2'][1]])
bdy_trace2.material = copper
bdy_trace2.equation = copper_eqn
bdy_sub1 = elmer.Body(sim, 'substrate1', [physical['substrate1'][1]])
bdy_sub1.material = fr4
bdy_sub1.equation = air_eqn
bdy_sub2 = elmer.Body(sim, 'substrate2', [physical['substrate2'][1]])
bdy_sub2.material = fr4
bdy_sub2.equation = air_eqn
bdy_ab = elmer.Body(sim, 'airbox', [physical['airbox'][1]])
bdy_ab.material = air
bdy_ab.equation = air_eqn
bdy_if_top1 = elmer.Body(sim, 'interface_top1', [physical['interface_top1'][1]])
bdy_if_top1.material = copper
bdy_if_top1.equation = copper_eqn
bdy_if_bottom1 = elmer.Body(sim, 'interface_bottom1', [physical['interface_bottom1'][1]])
bdy_if_bottom1.material = copper
bdy_if_bottom1.equation = copper_eqn
bdy_if_top2 = elmer.Body(sim, 'interface_top2', [physical['interface_top2'][1]])
bdy_if_top2.material = copper
bdy_if_top2.equation = copper_eqn
bdy_if_bottom2 = elmer.Body(sim, 'interface_bottom2', [physical['interface_bottom2'][1]])
bdy_if_bottom2.material = copper
bdy_if_bottom2.equation = copper_eqn
potential_force = elmer.BodyForce(sim, 'electric_potential', {'Electric Potential': 'Equals "Potential"'})
bdy_trace1.body_force = potential_force
bdy_trace2.body_force = potential_force
# boundaries
boundary_airbox = elmer.Boundary(sim, 'FarField', [physical['airbox_surface'][1]])
boundary_airbox.data['Electric Infinity BC'] = 'True'
boundary_vplus1 = elmer.Boundary(sim, 'Vplus1', [physical['interface_top1'][1]])
boundary_vplus1.data['Potential'] = 1.0
boundary_vplus1.data['Save Scalars'] = True
boundary_vminus1 = elmer.Boundary(sim, 'Vminus1', [physical['interface_bottom1'][1]])
boundary_vminus1.data['Potential'] = 0.0
boundary_vplus2 = elmer.Boundary(sim, 'Vplus2', [physical['interface_top2'][1]])
boundary_vplus2.data['Potential'] = 1.0
boundary_vplus2.data['Save Scalars'] = True
boundary_vminus2 = elmer.Boundary(sim, 'Vminus2', [physical['interface_bottom2'][1]])
boundary_vminus2.data['Potential'] = 0.0
with tempfile.TemporaryDirectory() as tmpdir:
tmpdir = sim_dir if sim_dir else Path(tmpdir)
sim.write_startinfo(tmpdir)
sim.write_sif(tmpdir)
# Convert mesh from gmsh to elemer formats. Also scale it from 1 unit = 1 mm to 1 unit = 1 m (SI units)
elmer_grid(mesh_file.absolute(), 'mesh', cwd=tmpdir, scale=[1e-3, 1e-3, 1e-3],
stdout_log=(tmpdir / 'ElmerGrid_stdout.log'),
stderr_log=(tmpdir / 'ElmerGrid_stderr.log'))
solver_stdout, solver_stderr = (tmpdir / 'ElmerSolver_stdout.log'), (tmpdir / 'ElmerSolver_stderr.log')
res = elmer_solver(tmpdir,
stdout_log=solver_stdout,
stderr_log=solver_stderr)
P, R, U_mag = None, None, None
solver_error = False
for l in res.stdout.splitlines():
if (m := re.fullmatch(r'StatCurrentSolve:\s*Total Heating Power\s*:\s*([0-9.+-Ee]+)\s*', l)):
P = float(m.group(1))
elif (m := re.fullmatch(r'StatCurrentSolve:\s*Effective Resistance\s*:\s*([0-9.+-Ee]+)\s*', l)):
R = float(m.group(1))
elif (m := re.fullmatch(r'MagnetoDynamicsCalcFields:\s*ElectroMagnetic Field Energy\s*:\s*([0-9.+-Ee]+)\s*', l)):
U_mag = float(m.group(1))
elif re.fullmatch(r'IterSolve: Linear iteration did not converge to tolerance', l):
solver_error = True
if solver_error:
raise click.ClickException(f'Error: One of the solvers did not converge. See log files for details:\n{solver_stdout.absolute()}\n{solver_stderr.absolute()}')
elif P is None or R is None or U_mag is None:
raise click.ClickException(f'Error during solver execution. Electrical parameters could not be calculated. See log files for details:\n{solver_stdout.absolute()}\n{solver_stderr.absolute()}')
V = math.sqrt(P*R)
I = math.sqrt(P/R)
Lm = (U_mag - 2*reference_field) / ((I/2)**2)
assert math.isclose(V, 1.0, abs_tol=1e-3)
print(f'Mutual inductance calucated from field: {format_si(Lm, "H")}')
@cli.command()
@click.option('-d', '--sim-dir', type=click.Path(dir_okay=True, file_okay=False, path_type=Path))
@click.argument('mesh_file', type=click.Path(dir_okay=False, path_type=Path))
def self_capacitance(mesh_file, sim_dir):
physical = dict(enumerate_mesh_bodies(mesh_file))
if sim_dir is not None:
sim_dir = Path(sim_dir)
sim_dir.mkdir(exist_ok=True)
sim = elmer.load_simulation('3D_steady', 'self_capacitance_sim.yml')
mesh_dir = '.'
mesh_fn = 'mesh'
sim.header['Mesh DB'] = f'"{mesh_dir}" "{mesh_fn}"'
sim.constants.update({
'Permittivity of Vacuum': str(constants.epsilon_0),
'Gravity(4)': f'0 -1 0 {constants.g}',
'Boltzmann Constant': str(constants.Boltzmann),
'Unit Charge': str(constants.elementary_charge)})
air = elmer.load_material('air', sim, 'coil_mag_materials.yml')
fr4 = elmer.load_material('fr4', sim, 'coil_mag_materials.yml')
copper = elmer.load_material('copper', sim, 'coil_mag_materials.yml')
solver_current = elmer.load_solver('StaticCurrent', sim, 'self_capacitance_solvers.yml')
solver_estat = elmer.load_solver('Electrostatics', sim, 'self_capacitance_solvers.yml')
copper_eqn = elmer.Equation(sim, 'copperEqn', [solver_current, solver_estat])
air_eqn = elmer.Equation(sim, 'airEqn', [solver_estat])
bdy_trace = elmer.Body(sim, 'trace', [physical['trace'][1]])
bdy_trace.material = copper
bdy_trace.equation = copper_eqn
bdy_sub = elmer.Body(sim, 'substrate', [physical['substrate'][1]])
bdy_sub.material = fr4
bdy_sub.equation = air_eqn
bdy_ab = elmer.Body(sim, 'airbox', [physical['airbox'][1]])
bdy_ab.material = air
bdy_ab.equation = air_eqn
bdy_if_top = elmer.Body(sim, 'interface_top', [physical['interface_top'][1]])
bdy_if_top.material = copper
bdy_if_top.equation = copper_eqn
bdy_if_bottom = elmer.Body(sim, 'interface_bottom', [physical['interface_bottom'][1]])
bdy_if_bottom.material = copper
bdy_if_bottom.equation = copper_eqn
potential_force = elmer.BodyForce(sim, 'electric_potential', {'Potential': 'Equals "PotentialStat"'})
bdy_trace.body_force = potential_force
# boundaries
boundary_airbox = elmer.Boundary(sim, 'FarField', [physical['airbox_surface'][1]])
boundary_airbox.data['Electric Infinity BC'] = 'True'
boundary_vplus = elmer.Boundary(sim, 'Vplus', [physical['interface_top'][1]])
boundary_vplus.data['PotentialStat'] = 'Real 1.0'
boundary_vplus.data['Save Scalars'] = True
boundary_vminus = elmer.Boundary(sim, 'Vminus', [physical['interface_bottom'][1]])
boundary_vminus.data['PotentialStat'] = 'Real 0.0'
with tempfile.TemporaryDirectory() as tmpdir:
tmpdir = sim_dir if sim_dir else Path(tmpdir)
sim.write_startinfo(tmpdir)
sim.write_sif(tmpdir)
# Convert mesh from gmsh to elemer formats. Also scale it from 1 unit = 1 mm to 1 unit = 1 m (SI units)
elmer_grid(mesh_file.absolute(), 'mesh', cwd=tmpdir, scale=[1e-3, 1e-3, 1e-3],
stdout_log=(tmpdir / 'ElmerGrid_stdout.log'),
stderr_log=(tmpdir / 'ElmerGrid_stderr.log'))
solver_stdout, solver_stderr = (tmpdir / 'ElmerSolver_stdout.log'), (tmpdir / 'ElmerSolver_stderr.log')
res = elmer_solver(tmpdir,
stdout_log=solver_stdout,
stderr_log=solver_stderr)
C, U_elec = None, None
solver_error = False
for l in res.stdout.splitlines():
if (m := re.fullmatch(r'StatElecSolve:\s*Tot. Electric Energy\s*:\s*([0-9.+-Ee]+)\s*', l)):
U_elec = float(m.group(1))
elif (m := re.fullmatch(r'StatElecSolve:\s*Capacitance\s*:\s*([0-9.+-Ee]+)\s*', l)):
C = float(m.group(1))
elif re.fullmatch(r'IterSolve: Linear iteration did not converge to tolerance', l):
solver_error = True
if solver_error:
raise click.ClickException(f'Error: One of the solvers did not converge. See log files for details:\n{solver_stdout.absolute()}\n{solver_stderr.absolute()}')
elif C is None or U_elec is None:
raise click.ClickException(f'Error during solver execution. Electrical parameters could not be calculated. See log files for details:\n{solver_stdout.absolute()}\n{solver_stderr.absolute()}')
print(f'Total electric field energy: {format_si(U_elec, "J")}')
print(f'Total parasitic capacitance: {format_si(C, "F")}')
@cli.command()
@click.option('-d', '--sim-dir', type=click.Path(dir_okay=True, file_okay=False, path_type=Path))
@click.option('--capacitance-matrix-file', type=click.Path(dir_okay=False, exists=True))
@click.option('--total-inductance', type=float, required=True, help='Total inductance in Henry')
@click.option('--total-resistance', type=float, required=True, help='Total resistance in Ohm')
@click.option('--plot-out', type=click.Path(dir_okay=False, writable=True), help='Optional SVG plot output file')
def resonance(sim_dir, capacitance_matrix_file, total_inductance, total_resistance, plot_out):
import PySpice.Unit
from PySpice.Spice.Library import SpiceLibrary
from PySpice.Spice.Netlist import Circuit
from PySpice.Plot.BodeDiagram import bode_diagram
import scipy.signal
from matplotlib import pyplot as plt
capacitance_matrix = np.loadtxt(capacitance_matrix_file)
num_elements = capacitance_matrix.shape[0]
circ = Circuit('LC ladder parasitic sim')
inputs = 'Vplus', circ.gnd
coil_in = 'coil_in'
Rtest = circ.R('Rtest', inputs[0], coil_in, 50@PySpice.Unit.u_Ohm)
intermediate_nodes = [f'intermediate{i}' for i in range(num_elements-1)]
inductor_nodes = [(a, b) for a, b in zip([coil_in, *intermediate_nodes], [*intermediate_nodes, inputs[1]])]
inductor_midpoints = [f'midpoint{i}' for i in range(num_elements)]
circ.SinusoidalVoltageSource('input', inputs[0], inputs[1], amplitude=1@PySpice.Unit.u_V)
for i, ((a, b), m) in enumerate(zip(inductor_nodes, inductor_midpoints)):
L = total_inductance / num_elements / 2
R = total_resistance / num_elements / 2
circ.L(f'L{i}A', a, f'R{i}A1', L@PySpice.Unit.u_H)
circ.R(f'R{i}A', f'R{i}A1', m, R@PySpice.Unit.u_Ohm)
circ.R(f'R{i}B', m, f'R{i}B1', R@PySpice.Unit.u_Ohm)
circ.L(f'L{i}B', f'R{i}B1', b, L@PySpice.Unit.u_H)
for i in range(num_elements):
for j in range(i):
circ.C(f'C{i}_{j}', inductor_midpoints[i], inductor_midpoints[j], capacitance_matrix[i, j]@PySpice.Unit.u_F)
sim = circ.simulator(temperature=25, nominal_temperature=25)
ana = sim.ac(start_frequency=10@PySpice.Unit.u_kHz, stop_frequency=1000@PySpice.Unit.u_MHz, number_of_points=1000, variation='dec')
figure, axs = plt.subplots(2, figsize=(20, 10), sharex=True)
freq = ana.frequency
gain = 20*np.log10(np.absolute(ana.coil_in))
peaks, peak_props = scipy.signal.find_peaks(-gain, height=20)
for peak in peaks[:3]:
print(f'Resonance at {float(freq[peak])/1e6:.3f} MHz')
if plot_out:
plt.title("Bode Diagram of a Low-Pass RC Filter")
bode_diagram(axes=axs,
frequency=freq,
gain=gain,
phase=np.angle(ana.coil_in, deg=False),
linestyle='-',
)
for peak in peaks[:3]:
for ax in axs:
ax.axvline(float(freq[peak]), color='red', alpha=0.5)
plt.tight_layout()
plt.savefig(plot_out)
if __name__ == '__main__':
cli()