From 55d820c75c18f7ea4ea0c399ca43a0550e83c86f Mon Sep 17 00:00:00 2001
From: Sravan Pannala <57152030+sravanpannala@users.noreply.github.com>
Date: Tue, 26 Sep 2023 11:09:03 -0400
Subject: [PATCH] add Sean's electrolyte ke and De
---
degradation_model/run_cycles.ipynb | 144 +++++++-----------
.../electrolyte_conductivity_Siegel.py | 16 +-
.../electrolyte_diffusivity_Siegel.py | 16 +-
3 files changed, 74 insertions(+), 102 deletions(-)
diff --git a/degradation_model/run_cycles.ipynb b/degradation_model/run_cycles.ipynb
index b0765f9574..6558dd4e67 100644
--- a/degradation_model/run_cycles.ipynb
+++ b/degradation_model/run_cycles.ipynb
@@ -9,7 +9,7 @@
},
{
"cell_type": "code",
- "execution_count": 2,
+ "execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
@@ -26,14 +26,14 @@
},
{
"cell_type": "code",
- "execution_count": 4,
+ "execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
- "CasADi - 2023-09-19 14:48:00 WARNING(\"The options 't0', 'tf', 'grid' and 'output_t0' have been deprecated.\n",
+ "CasADi - 2023-09-26 09:47:46 WARNING(\"The options 't0', 'tf', 'grid' and 'output_t0' have been deprecated.\n",
"The same functionality is provided by providing additional input arguments to the 'integrator' function, in particular:\n",
" * Call integrator(..., t0, tf, options) for a single output time, or\n",
" * Call integrator(..., t0, grid, options) for multiple grid points.\n",
@@ -74,24 +74,24 @@
},
{
"cell_type": "code",
- "execution_count": 20,
+ "execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
- "model_id": "0d9f3a52d22444eaa1b14eeeaed42a68",
+ "model_id": "45bf09b927ff43a59c6631dc373ad4de",
"version_major": 2,
"version_minor": 0
},
- "image/png": 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",
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",
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- "
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+ "
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],
@@ -120,7 +120,7 @@
},
{
"cell_type": "code",
- "execution_count": 18,
+ "execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
@@ -151,24 +151,24 @@
},
{
"cell_type": "code",
- "execution_count": 21,
+ "execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
- "model_id": "1fdc5f79bd6f485e8c8bdcea07b6105f",
+ "model_id": "3d1da917144a49aa894fc5762150629f",
"version_major": 2,
"version_minor": 0
},
- "image/png": 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",
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",
"text/html": [
"\n",
" \n",
"
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" Figure\n",
"
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- "
\n",
+ "
\n",
"
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" "
],
@@ -204,7 +204,7 @@
},
{
"cell_type": "code",
- "execution_count": 5,
+ "execution_count": 72,
"metadata": {},
"outputs": [],
"source": [
@@ -212,104 +212,62 @@
"\n",
"\n",
"def electrolyte_conductivity_Siegel2022(c_e, T):\n",
- " \"\"\"\n",
- " Conductivity of LiPF6 in EC:DMC as a function of ion concentration. The original\n",
- " data is from [1]. The fit is from Dualfoil [2].\n",
+ " C = c_e/1000.0\n",
+ " k_Kmax = 3.58e-7\n",
+ " k_Cmax = 4.84e-6\n",
+ " k_a = 0.4793\n",
+ " k_P2 = -0.3299\n",
+ " k_P1 = 2.22e-14\n",
+ " k_Ea = 13490\n",
+ " k_Rg = 8.314\n",
+ " k_T0 = 162.5\n",
"\n",
- " References\n",
- " ----------\n",
- " .. [1] C Capiglia et al. 7Li and 19F diffusion coefficients and thermal\n",
- " properties of non-aqueous electrolyte solutions for rechargeable lithium batteries.\n",
- " Journal of power sources 81 (1999): 859-862.\n",
- " .. [2] http://www.cchem.berkeley.edu/jsngrp/fortran.html\n",
- " Parameters\n",
- " ----------\n",
- " c_e: :class:`pybamm.Symbol`\n",
- " Dimensional electrolyte concentration\n",
- " T: :class:`pybamm.Symbol`\n",
- " Dimensional temperature\n",
+ " Ke = 100*k_Kmax*((C/k_Cmax)**k_a)*exp(k_P2*((C-k_Cmax)**2)-k_P1*((C-k_Cmax)/k_Cmax))*exp((-k_Ea/k_Rg)*(1/T-1/k_T0))\n",
"\n",
+ " return Ke\n",
"\n",
- " Returns\n",
- " -------\n",
- " :class:`pybamm.Symbol`\n",
- " Electrolyte conductivity\n",
- " \"\"\"\n",
"\n",
- " sigma_e = 1.3\n",
- " E_k_e = 34700\n",
- " arrhenius = exp(E_k_e / constants.R * (1 / 298.15 - 1 / T))\n",
+ "def electrolyte_diffusivity_Siegel(c_e, T):\n",
+ " C = c_e/1000.0\n",
+ " D00 = -487.2\n",
+ " D01 = -28530000\n",
+ " Tg0 = 58320\n",
+ " Tg1 = 50.31\n",
+ " D10 = -52.79\n",
+ " D11 = -3061000\n",
+ " \n",
+ " De = (1e-14)*10**((D00+D01/(T-((Tg0+C*Tg1))))+(D10+D11/(T-((Tg0+C*Tg1))))*C)\n",
"\n",
- " return sigma_e * arrhenius\n"
+ " return De\n"
]
},
{
"cell_type": "code",
- "execution_count": 9,
+ "execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- "Exchange-current density for plating [A.m-2]\t0.001\n",
- "Negative electrode exchange-current density [A.m-2]\t\n",
- "Negative electrode reference exchange-current density [A.m-2(m3.mol)1.5]\t1.061e-06\n",
- "Positive electrode exchange-current density [A.m-2]\t\n",
- "Positive electrode reference exchange-current density [A.m-2(m3.mol)1.5]\t4.824e-06\n",
- "SEI reaction exchange current density [A.m-2]\t1.5e-07\n"
+ "EC initial concentration in electrolyte [mol.m-3]\t4541.0\n",
+ "Electrolyte conductivity [S.m-1]\t\n",
+ "Electrolyte diffusivity [m2.s-1]\t\n",
+ "Initial concentration in electrolyte [mol.m-3]\t1000.0\n",
+ "Negative electrode Bruggeman coefficient (electrolyte)\t1.5\n",
+ "Positive electrode Bruggeman coefficient (electrolyte)\t1.5\n",
+ "Separator Bruggeman coefficient (electrolyte)\t1.5\n",
+ "Typical electrolyte concentration [mol.m-3]\t1000.0\n"
]
}
],
"source": [
- "parameter_values.search(\"exchange\")"
+ "parameter_values.search(\"electrolyte\")"
]
},
{
"cell_type": "code",
- "execution_count": 8,
- "metadata": {},
- "outputs": [],
- "source": [
- "def graphite_electrolyte_exchange_current_density_Siegel(c_e, c_s_surf, c_s_max, T):\n",
- " \"\"\"\n",
- " Exchange-current density for Butler-Volmer reactions between graphite and LiPF6 in\n",
- " EC:DMC.\n",
- " Check the unit of Reaction rate constant k0 is from Peyman MPM.\n",
- "\n",
- " References\n",
- " ----------\n",
- " .. [2] http://www.cchem.berkeley.edu/jsngrp/fortran.html\n",
- "\n",
- " Parameters\n",
- " ----------\n",
- " c_e : :class:`pybamm.Symbol`\n",
- " Electrolyte concentration [mol.m-3]\n",
- " c_s_surf : :class:`pybamm.Symbol`\n",
- " Particle concentration [mol.m-3]\n",
- " c_s_max : :class:`pybamm.Symbol`\n",
- " Maximum particle concentration [mol.m-3]\n",
- " T : :class:`pybamm.Symbol`\n",
- " Temperature [K]\n",
- "\n",
- " Returns\n",
- " -------\n",
- " :class:`pybamm.Symbol`\n",
- " Exchange-current density [A.m-2]\n",
- " \"\"\"\n",
- " m_ref = 4*1.061 * 10 ** (-6) # unit has been converted\n",
- " # units are (A/m2)(mol/m3)**1.5 - includes ref concentrations\n",
- " E_r = 37480\n",
- " arrhenius = exp(E_r / constants.R * (1 / 298.15 - 1 / T))\n",
- "\n",
- " return (\n",
- " m_ref * arrhenius * c_e**0.5 * c_s_surf**0.5 * (c_s_max - c_s_surf) ** 0.5\n",
- " )\n"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 7,
+ "execution_count": 73,
"metadata": {},
"outputs": [],
"source": [
@@ -324,7 +282,7 @@
" \"Maximum concentration in negative electrode [mol.m-3]\": 28746,\n",
" \"Negative electrode diffusion coefficient [m2.s-1]\": 5.0E-15,\n",
" \"Electrolyte conductivity [S.m-1]\": electrolyte_conductivity_Siegel2022,\n",
- " \"Negative electrode exchange-current density [A.m-2]\":graphite_electrolyte_exchange_current_density_Siegel,\n",
+ " \"Electrolyte diffusivity [m2.s-1]\":electrolyte_diffusivity_Siegel,\n",
" },\n",
" check_already_exists=False,\n",
")\n",
@@ -353,24 +311,24 @@
},
{
"cell_type": "code",
- "execution_count": 23,
+ "execution_count": 74,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
- "model_id": "a397c3118743489c96017a30e74201ce",
+ "model_id": "22c079b797304b8fae49b69d6481539f",
"version_major": 2,
"version_minor": 0
},
- "image/png": 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",
+ "image/png": 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",
"text/html": [
"\n",
" \n",
"
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" Figure\n",
"
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- "
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+ "
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" "
],
diff --git a/pybamm/input/parameters/lithium_ion/electrolytes/LiPF6_Siegel2022/electrolyte_conductivity_Siegel.py b/pybamm/input/parameters/lithium_ion/electrolytes/LiPF6_Siegel2022/electrolyte_conductivity_Siegel.py
index 5de5fa9eaf..f165e39ae8 100644
--- a/pybamm/input/parameters/lithium_ion/electrolytes/LiPF6_Siegel2022/electrolyte_conductivity_Siegel.py
+++ b/pybamm/input/parameters/lithium_ion/electrolytes/LiPF6_Siegel2022/electrolyte_conductivity_Siegel.py
@@ -26,8 +26,16 @@ def electrolyte_conductivity_Siegel(c_e, T):
Electrolyte conductivity
"""
- sigma_e = 1.3
- E_k_e = 34700
- arrhenius = exp(E_k_e / constants.R * (1 / 298.15 - 1 / T))
+ C = c_e/1000.0
+ k_Kmax = 3.58e-7
+ k_Cmax = 4.84e-6
+ k_a = 0.4793
+ k_P2 = -0.3299
+ k_P1 = 2.22e-14
+ k_Ea = 13490
+ k_Rg = 8.314
+ k_T0 = 162.5
- return sigma_e * arrhenius
+ Ke = 100*k_Kmax*((C/k_Cmax)**k_a)*exp(k_P2*((C-k_Cmax)**2)-k_P1*((C-k_Cmax)/k_Cmax))*exp((-k_Ea/k_Rg)*(1/T-1/k_T0))
+
+ return Ke
\ No newline at end of file
diff --git a/pybamm/input/parameters/lithium_ion/electrolytes/LiPF6_Siegel2022/electrolyte_diffusivity_Siegel.py b/pybamm/input/parameters/lithium_ion/electrolytes/LiPF6_Siegel2022/electrolyte_diffusivity_Siegel.py
index 9467593dba..d0ac3c29fb 100644
--- a/pybamm/input/parameters/lithium_ion/electrolytes/LiPF6_Siegel2022/electrolyte_diffusivity_Siegel.py
+++ b/pybamm/input/parameters/lithium_ion/electrolytes/LiPF6_Siegel2022/electrolyte_diffusivity_Siegel.py
@@ -27,8 +27,14 @@ def electrolyte_diffusivity_Siegel(c_e, T):
Electrolyte diffusivity
"""
- D_c_e = 5.35 * 10 ** (-10)
- E_D_e = 37040
- arrhenius = exp(E_D_e / constants.R * (1 / 298.15 - 1 / T))
-
- return D_c_e * arrhenius
+ C = c_e/1000.0
+ D00 = -487.2
+ D01 = -28530000
+ Tg0 = 58320
+ Tg1 = 50.31
+ D10 = -52.79
+ D11 = -3061000
+
+ De = (1e-14)*10**((D00+D01/(T-((Tg0+C*Tg1))))+(D10+D11/(T-((Tg0+C*Tg1))))*C)
+
+ return De