OpenPNM / data /tests /unit /phase /MixtureTest.py
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import numpy as np
import pytest
import openpnm as op
class MixtureTest:
def setup_class(self):
ws = op.Workspace()
ws.clear()
def test_init_binary_gas(self):
net = op.network.Demo()
N2 = op.phase.Species(network=net, species='N2', name='pure_N2')
O2 = op.phase.Species(network=net, species='O2', name='pure_O2')
air = op.phase.BinaryGas(network=net, components=[N2, O2], name='air')
def test_liquid_mixture_two_comps(self):
net = op.network.Demo()
A = op.phase.StandardLiquid(network=net, species='ethanol')
B = op.phase.StandardLiquid(network=net, species='H2O')
vodka = op.phase.LiquidMixture(network=net, components=[A, B])
vodka.x(A.name, 0.4)
vodka.x(B.name, 0.6)
assert len(vodka.components) == 2
def test_standard_liquid_mixture(self):
net = op.network.Demo()
A = op.phase.StandardLiquid(network=net, species='ethanol')
B = op.phase.StandardLiquid(network=net, species='H2O')
vodka = op.phase.StandardLiquidMixture(network=net, components=[A, B])
vodka.x(A.name, 0.4)
vodka.x(B.name, 0.6)
# Ensure models are NOT run during init (no point without mol fracs)
m = vodka.models.keys()
for item in m:
assert item.split('@')[0] not in vodka.keys()
# Make sure models run without complaining
vodka.regenerate_models()
# Make sure all models were actually run
m = vodka.models.keys()
for item in m:
assert item.split('@')[0] in vodka.keys()
vodka.add_model(propname='pore.diffusivity',
model=op.models.phase.diffusivity.liquid_mixture_tc)
def test_standard_gas_mixture(self):
net = op.network.Demo()
A = op.phase.StandardGas(network=net, species='O2')
B = op.phase.StandardGas(network=net, species='N2')
air = op.phase.StandardGasMixture(network=net, components=[A, B])
air.y(A.name, 0.21)
air.y(B.name, 0.79)
# Ensure models are NOT run during init (no point without mol fracs)
m = air.models.keys()
for item in m:
assert item.split('@')[0] not in air.keys()
# Make sure models run without complaining
air.regenerate_models()
# Make sure all models were actually run
m = air.models.keys()
for item in m:
assert item.split('@')[0] in air.keys()
air.add_model(propname='pore.diffusivity',
model=op.models.phase.diffusivity.gas_mixture_ce)
def test_add_and_remove_component_method(self):
net = op.network.Demo()
o2 = op.phase.Species(network=net, species='O2', name='pure_O2')
n2 = op.phase.Species(network=net, species='N2', name='pure_N2')
air = op.phase.GasMixture(network=net, components=[n2, o2])
air.remove_comp(n2)
assert len(air.components) == 1
air.remove_comp(o2)
assert len(air.components) == 0
def test_check_health(self):
net = op.network.Demo()
o2 = op.phase.Species(network=net, species='O2', name='pure_O2')
n2 = op.phase.Species(network=net, species='N2', name='pure_N2')
air = op.phase.GasMixture(network=net, components=[n2, o2])
air['pore.mole_fraction.pure_N2'] = 0.79
air['pore.mole_fraction.pure_O2'] = 0.21
h = air.check_mixture_health()
assert h.health is True
air['pore.mole_fraction.pure_O2'] = 0.25
h = air.check_mixture_health()
assert h.health is False
def test_getitem(self):
net = op.network.Demo()
o2 = op.phase.Species(network=net, species='O2', name='pure_O2')
n2 = op.phase.Species(network=net, species='N2', name='pure_N2')
air = op.phase.GasMixture(network=net, components=[n2, o2])
d = air['pore.mole_fraction']
set_a = set(['pure_N2', 'pure_O2'])
assert set_a.difference(set(d.keys())) == set()
def test_getitem_with_species(self):
net = op.network.Demo()
o2 = op.phase.StandardGas(network=net, species='O2', name='pure_O2')
n2 = op.phase.StandardGas(network=net, species='N2', name='pure_N2')
air = op.phase.GasMixture(network=net, components=[n2, o2])
mu1 = air['pore.viscosity.pure_N2']
mu2 = air['pore.viscosity.pure_O2']
assert not np.all(mu1 == mu2)
def test_get_comp(self):
net = op.network.Demo()
o2 = op.phase.StandardGas(network=net, species='O2', name='pure_O2')
n2 = op.phase.StandardGas(network=net, species='N2', name='pure_N2')
air = op.phase.GasMixture(network=net, components=[n2, o2])
del o2['pore.viscosity']
_ = air['pore.viscosity.pure_N2']
with pytest.raises(KeyError):
_ = air['pore.viscosity.pure_O2']
def test_get_mix_vals(self):
net = op.network.Demo()
o2 = op.phase.StandardGas(network=net, species='O2', name='pure_O2')
n2 = op.phase.StandardGas(network=net, species='N2', name='pure_N2')
air = op.phase.GasMixture(network=net, components=[n2, o2])
mu1 = air.get_mix_vals('pore.viscosity')
# Mole fraction weighting won't work without mole fractions
assert np.all(np.isnan(mu1))
air.y(o2.name, 0.5)
air.y(n2.name, 0.5)
mu2 = air.get_mix_vals('pore.viscosity')
assert np.all(np.isreal(mu2))
# Assert each method works and returns something different
mu3 = air.get_mix_vals('pore.viscosity', mode='logarithmic')
mu4 = air.get_mix_vals('pore.viscosity', mode='power', power=2)
assert not np.all(mu2 == mu3)
assert not np.all(mu3 == mu4)
assert not np.all(mu2 == mu4)
def test_regenerate_components(self):
net = op.network.Demo()
o2 = op.phase.StandardGas(network=net, species='O2', name='pure_O2')
n2 = op.phase.StandardGas(network=net, species='N2', name='pure_N2')
air = op.phase.StandardGasMixture(network=net, components=[n2, o2])
air.y(o2.name, y=0.2)
air.y(n2.name, y=0.8)
air.regenerate_models()
mu1 = air['pore.viscosity'].mean()
o2['pore.temperature'] = 333.3
air.regenerate_models()
mu2 = air['pore.viscosity'].mean()
assert mu2 > mu1
o2['pore.temperature'] = 298.0
o2.regenerate_models()
mu3 = air['pore.viscosity'].mean()
assert mu2 == mu3
air.regenerate_models()
mu4 = air['pore.viscosity'].mean()
assert mu4 == mu1
if __name__ == '__main__':
t = MixtureTest()
self = t
t.setup_class()
for item in t.__dir__():
if item.startswith('test'):
print(f"Running test: {item}")
t.__getattribute__(item)()