From f53fc2af42e0f65fbd28dd26d40660f6d1b2f4a6 Mon Sep 17 00:00:00 2001
From: Sravan Pannala <57152030+sravanpannala@users.noreply.github.com>
Date: Fri, 22 Mar 2024 11:31:07 -0400
Subject: [PATCH] add temperature tuning and simulations
---
gmproj/cycling_aging/conc_dep_stress.ipynb | 350 ++------
.../plot_cycling_mech_sei_plating.ipynb | 44 +-
.../plot_saved_simulations.ipynb | 151 +++-
gmproj/cycling_aging/tune_mech_highT_V2.ipynb | 156 ++--
gmproj/cycling_aging/tune_mech_highT_V3.ipynb | 587 ++++++++++++++
gmproj/cycling_aging/tune_mech_mixed.ipynb | 45 +-
gmproj/misc/hppc_sim_peyman.ipynb | 310 +++++---
gmproj/temperature/acc_sim_aging.ipynb | 551 +++++++++++++
gmproj/temperature/plot_voltage_temp.ipynb | 250 +-----
gmproj/temperature/sim_temp_aging.ipynb | 748 ++++++++++++------
10 files changed, 2207 insertions(+), 985 deletions(-)
create mode 100644 gmproj/cycling_aging/tune_mech_highT_V3.ipynb
create mode 100644 gmproj/temperature/acc_sim_aging.ipynb
diff --git a/gmproj/cycling_aging/conc_dep_stress.ipynb b/gmproj/cycling_aging/conc_dep_stress.ipynb
index 57a49ebe7a..a241e96500 100644
--- a/gmproj/cycling_aging/conc_dep_stress.ipynb
+++ b/gmproj/cycling_aging/conc_dep_stress.ipynb
@@ -10,7 +10,7 @@
},
{
"cell_type": "code",
- "execution_count": 1,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -43,7 +43,7 @@
},
{
"cell_type": "code",
- "execution_count": 2,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -52,7 +52,7 @@
},
{
"cell_type": "code",
- "execution_count": 3,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -70,17 +70,9 @@
},
{
"cell_type": "code",
- "execution_count": 4,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "25\n"
- ]
- }
- ],
+ "outputs": [],
"source": [
"cell = 4\n",
"sno = 9\n",
@@ -91,7 +83,7 @@
},
{
"cell_type": "code",
- "execution_count": 5,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -120,7 +112,7 @@
},
{
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -167,7 +159,7 @@
},
{
"cell_type": "code",
- "execution_count": 7,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -181,7 +173,7 @@
},
{
"cell_type": "code",
- "execution_count": 8,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -220,23 +212,9 @@
},
{
"cell_type": "code",
- "execution_count": 9,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "name": "stderr",
- "output_type": "stream",
- "text": [
- "2023-09-25 08:23:45.534 - [NOTICE] callbacks.on_cycle_start(174): Cycle 1/1 (21.231 ms elapsed) --------------------\n",
- "2023-09-25 08:23:45.535 - [NOTICE] callbacks.on_step_start(182): Cycle 1/1, step 1/4: Charge at C/5 until 4.2V\n",
- "2023-09-25 08:23:45.848 - [NOTICE] callbacks.on_step_start(182): Cycle 1/1, step 2/4: Hold at 4.2V until C/50\n",
- "2023-09-25 08:23:46.007 - [NOTICE] callbacks.on_step_start(182): Cycle 1/1, step 3/4: Rest for 10 sec\n",
- "2023-09-25 08:23:46.048 - [NOTICE] callbacks.on_step_start(182): Cycle 1/1, step 4/4: Discharge at C/5 until 3V\n",
- "2023-09-25 08:23:46.785 - [NOTICE] callbacks.on_cycle_end(196): Capacity is now 4.851 Ah (originally 4.851 Ah, will stop at 2.426 Ah)\n",
- "2023-09-25 08:23:46.786 - [NOTICE] callbacks.on_experiment_end(222): Finish experiment simulation, took 1.273 s\n"
- ]
- }
- ],
+ "outputs": [],
"source": [
"sim_long = pybamm.Simulation(spm, experiment=experiment, parameter_values=parameter_values, \n",
" solver=pybamm.CasadiSolver(\"safe\"))\n",
@@ -246,23 +224,9 @@
},
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "name": "stderr",
- "output_type": "stream",
- "text": [
- "2023-09-25 08:23:48.562 - [NOTICE] callbacks.on_cycle_start(174): Cycle 1/1 (18.414 ms elapsed) --------------------\n",
- "2023-09-25 08:23:48.563 - [NOTICE] callbacks.on_step_start(182): Cycle 1/1, step 1/4: Charge at C/5 until 4.2V\n",
- "2023-09-25 08:23:48.728 - [NOTICE] callbacks.on_step_start(182): Cycle 1/1, step 2/4: Hold at 4.2V until C/50\n",
- "2023-09-25 08:23:48.878 - [NOTICE] callbacks.on_step_start(182): Cycle 1/1, step 3/4: Rest for 10 sec\n",
- "2023-09-25 08:23:48.934 - [NOTICE] callbacks.on_step_start(182): Cycle 1/1, step 4/4: Discharge at C/5 for 150 min\n",
- "2023-09-25 08:23:49.447 - [NOTICE] callbacks.on_cycle_end(196): Capacity is now 4.851 Ah (originally 4.851 Ah, will stop at 2.426 Ah)\n",
- "2023-09-25 08:23:49.448 - [NOTICE] callbacks.on_experiment_end(222): Finish experiment simulation, took 903.490 ms\n"
- ]
- }
- ],
+ "outputs": [],
"source": [
"# c_rate_c ='2C'\n",
"c_rate_c ='1.5C'\n",
@@ -328,7 +292,7 @@
},
{
"cell_type": "code",
- "execution_count": 11,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -340,7 +304,7 @@
},
{
"cell_type": "code",
- "execution_count": 12,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -398,7 +362,7 @@
},
{
"cell_type": "code",
- "execution_count": 13,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -413,7 +377,7 @@
},
{
"cell_type": "code",
- "execution_count": 14,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -422,67 +386,34 @@
},
{
"cell_type": "code",
- "execution_count": 15,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "0.14961"
- ]
- },
- "execution_count": 15,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
+ "outputs": [],
"source": [
"(13.0635/100-5.583/100)/(1-0.50)"
]
},
{
"cell_type": "code",
- "execution_count": 16,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "0.2005"
- ]
- },
- "execution_count": 16,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
+ "outputs": [],
"source": [
"(2.406/100)/(0.12)"
]
},
{
"cell_type": "code",
- "execution_count": 17,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "0.7461845386533665"
- ]
- },
- "execution_count": 17,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
+ "outputs": [],
"source": [
"0.14961/0.2005"
]
},
{
"cell_type": "code",
- "execution_count": 18,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -491,35 +422,9 @@
},
{
"cell_type": "code",
- "execution_count": 19,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "data": {
- "application/vnd.jupyter.widget-view+json": {
- "model_id": "1ca313e691304265922e0fd528a26eb9",
- "version_major": 2,
- "version_minor": 0
- },
- "image/png": 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\u001b[1;34m()\u001b[0m\n\u001b[1;32m----> 1\u001b[0m all_sumvars_dict \u001b[39m=\u001b[39m cycle_adaptive_simulation(spm, parameter_values, experiment,SOC_0, save_at_cycles\u001b[39m=\u001b[39;49m\u001b[39m1\u001b[39;49m)\n",
- "File \u001b[1;32mc:\\Users\\spannala\\PyBaMM\\gmproj\\batfuns.py:143\u001b[0m, in \u001b[0;36mcycle_adaptive_simulation\u001b[1;34m(model, parameter_values, experiment, SOC_0, save_at_cycles, drive_cycle)\u001b[0m\n\u001b[0;32m 124\u001b[0m esoh_sol \u001b[39m=\u001b[39m esoh_sim\u001b[39m.\u001b[39msolve(\n\u001b[0;32m 125\u001b[0m [\u001b[39m0\u001b[39m],\n\u001b[0;32m 126\u001b[0m inputs\u001b[39m=\u001b[39m{\u001b[39m\"\u001b[39m\u001b[39mV_min\u001b[39m\u001b[39m\"\u001b[39m: Vmin, \u001b[39m\"\u001b[39m\u001b[39mV_max\u001b[39m\u001b[39m\"\u001b[39m: Vmax, \u001b[39m\"\u001b[39m\u001b[39mC_n\u001b[39m\u001b[39m\"\u001b[39m: Cn, \u001b[39m\"\u001b[39m\u001b[39mC_p\u001b[39m\u001b[39m\"\u001b[39m: Cp, \u001b[39m\"\u001b[39m\u001b[39mn_Li\u001b[39m\u001b[39m\"\u001b[39m: n_Li_init},\n\u001b[0;32m 127\u001b[0m solver\u001b[39m=\u001b[39mpybamm\u001b[39m.\u001b[39mAlgebraicSolver(),\n\u001b[0;32m 128\u001b[0m )\n\u001b[0;32m 130\u001b[0m parameter_values\u001b[39m.\u001b[39mupdate(\n\u001b[0;32m 131\u001b[0m {\n\u001b[0;32m 132\u001b[0m \u001b[39m\"\u001b[39m\u001b[39mInitial concentration in negative electrode [mol.m-3]\u001b[39m\u001b[39m\"\u001b[39m: esoh_sol[\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 141\u001b[0m }\n\u001b[0;32m 142\u001b[0m )\n\u001b[1;32m--> 143\u001b[0m parameter_values\u001b[39m.\u001b[39;49mupdate(\n\u001b[0;32m 144\u001b[0m {\n\u001b[0;32m 145\u001b[0m \u001b[39m\"\u001b[39;49m\u001b[39mNegative electrode LAM min stress [Pa]\u001b[39;49m\u001b[39m\"\u001b[39;49m: \u001b[39m0\u001b[39;49m,\n\u001b[0;32m 146\u001b[0m \u001b[39m\"\u001b[39;49m\u001b[39mNegative electrode LAM max stress [Pa]\u001b[39;49m\u001b[39m\"\u001b[39;49m: \u001b[39m0\u001b[39;49m,\n\u001b[0;32m 147\u001b[0m \u001b[39m\"\u001b[39;49m\u001b[39mPositive electrode LAM min stress [Pa]\u001b[39;49m\u001b[39m\"\u001b[39;49m: \u001b[39m0\u001b[39;49m,\n\u001b[0;32m 148\u001b[0m \u001b[39m\"\u001b[39;49m\u001b[39mPositive electrode LAM max stress [Pa]\u001b[39;49m\u001b[39m\"\u001b[39;49m: \u001b[39m0\u001b[39;49m,\n\u001b[0;32m 149\u001b[0m },\n\u001b[0;32m 150\u001b[0m )\n\u001b[0;32m 152\u001b[0m sim_ode \u001b[39m=\u001b[39m pybamm\u001b[39m.\u001b[39mSimulation(\n\u001b[0;32m 153\u001b[0m model, experiment\u001b[39m=\u001b[39mexperiment_one_cycle, parameter_values\u001b[39m=\u001b[39mparameter_values,\n\u001b[0;32m 154\u001b[0m solver\u001b[39m=\u001b[39mpybamm\u001b[39m.\u001b[39mCasadiSolver(\u001b[39m\"\u001b[39m\u001b[39msafe\u001b[39m\u001b[39m\"\u001b[39m)\n\u001b[0;32m 155\u001b[0m )\n\u001b[0;32m 156\u001b[0m sol0 \u001b[39m=\u001b[39m sim_ode\u001b[39m.\u001b[39msolve(initial_soc\u001b[39m=\u001b[39mSOC_0)\n",
- "File \u001b[1;32mc:\\users\\spannala\\pybamm\\pybamm\\parameters\\parameter_values.py:288\u001b[0m, in \u001b[0;36mParameterValues.update\u001b[1;34m(self, values, check_conflict, check_already_exists, path)\u001b[0m\n\u001b[0;32m 286\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_dict_items[name]\n\u001b[0;32m 287\u001b[0m \u001b[39mexcept\u001b[39;00m \u001b[39mKeyError\u001b[39;00m \u001b[39mas\u001b[39;00m err:\n\u001b[1;32m--> 288\u001b[0m \u001b[39mraise\u001b[39;00m \u001b[39mKeyError\u001b[39;00m(\n\u001b[0;32m 289\u001b[0m \u001b[39m\"\u001b[39m\u001b[39mCannot update parameter \u001b[39m\u001b[39m'\u001b[39m\u001b[39m{}\u001b[39;00m\u001b[39m'\u001b[39m\u001b[39m as it does not \u001b[39m\u001b[39m\"\u001b[39m\u001b[39m.\u001b[39mformat(name)\n\u001b[0;32m 290\u001b[0m \u001b[39m+\u001b[39m \u001b[39m\"\u001b[39m\u001b[39mhave a default value. (\u001b[39m\u001b[39m{}\u001b[39;00m\u001b[39m). If you are \u001b[39m\u001b[39m\"\u001b[39m\u001b[39m.\u001b[39mformat(err\u001b[39m.\u001b[39margs[\u001b[39m0\u001b[39m])\n\u001b[0;32m 291\u001b[0m \u001b[39m+\u001b[39m \u001b[39m\"\u001b[39m\u001b[39msure you want to update this parameter, use \u001b[39m\u001b[39m\"\u001b[39m\n\u001b[0;32m 292\u001b[0m \u001b[39m+\u001b[39m \u001b[39m\"\u001b[39m\u001b[39mparam.update(\u001b[39m\u001b[39m{{\u001b[39m\u001b[39mname: value}}, check_already_exists=False)\u001b[39m\u001b[39m\"\u001b[39m\n\u001b[0;32m 293\u001b[0m )\n\u001b[0;32m 294\u001b[0m \u001b[39m# if no conflicts, update, loading functions and data if they are specified\u001b[39;00m\n\u001b[0;32m 295\u001b[0m \u001b[39m# Functions are flagged with the string \"[function]\"\u001b[39;00m\n\u001b[0;32m 296\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39misinstance\u001b[39m(value, \u001b[39mstr\u001b[39m):\n",
- "\u001b[1;31mKeyError\u001b[0m: \"Cannot update parameter 'Negative electrode LAM min stress [Pa]' as it does not have a default value. ('Negative electrode LAM min stress [Pa]' not found. Best matches are ['Negative electrode critical stress [Pa]', 'Negative electrode thickness [m]', 'Positive electrode critical stress [Pa]']). If you are sure you want to update this parameter, use param.update({{name: value}}, check_already_exists=False)\""
- ]
- }
- ],
+ "outputs": [],
"source": [
"all_sumvars_dict = cycle_adaptive_simulation(spm, parameter_values, experiment,SOC_0, save_at_cycles=1)"
]
@@ -492,7 +469,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.9.7"
+ "version": "3.9.13"
},
"orig_nbformat": 4,
"vscode": {
diff --git a/gmproj/misc/hppc_sim_peyman.ipynb b/gmproj/misc/hppc_sim_peyman.ipynb
index 1e678d9b0a..7bd0085e4f 100644
--- a/gmproj/misc/hppc_sim_peyman.ipynb
+++ b/gmproj/misc/hppc_sim_peyman.ipynb
@@ -10,7 +10,7 @@
},
{
"cell_type": "code",
- "execution_count": 1,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -45,7 +45,7 @@
},
{
"cell_type": "code",
- "execution_count": 2,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -64,7 +64,7 @@
},
{
"cell_type": "code",
- "execution_count": 3,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -73,7 +73,7 @@
},
{
"cell_type": "code",
- "execution_count": 4,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -86,7 +86,7 @@
},
{
"cell_type": "code",
- "execution_count": 5,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -114,7 +114,7 @@
},
{
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -159,7 +159,7 @@
},
{
"cell_type": "code",
- "execution_count": 7,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -168,7 +168,7 @@
},
{
"cell_type": "code",
- "execution_count": 8,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -189,7 +189,7 @@
},
{
"cell_type": "code",
- "execution_count": 9,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -203,7 +203,7 @@
},
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -226,7 +226,7 @@
},
{
"cell_type": "code",
- "execution_count": 11,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -238,7 +238,90 @@
},
{
"cell_type": "code",
- "execution_count": 12,
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "Temp = 45\n",
+ "parameter_values.update(\n",
+ " {\n",
+ " \"Initial temperature [K]\": 273.15+Temp,\n",
+ " \"Ambient temperature [K]\": 273.15+Temp,\n",
+ " },\n",
+ " check_already_exists=False,\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "pybamm.set_logging_level(\"NOTICE\")\n",
+ "parameter_values[\"Current function [A]\"] = current_interpolant\n",
+ "# var_pts=var_pts,\n",
+ "sim = pybamm.Simulation(spm, \n",
+ " parameter_values=parameter_values, \n",
+ " solver=pybamm.CasadiSolver(\n",
+ " mode=\"safe\", \n",
+ " rtol=1e-6, \n",
+ " atol=1e-6,\n",
+ " dt_max=1,\n",
+ " )\n",
+ " )\n",
+ "# sim.solve(t_eval=data_time,initial_soc =1)\n",
+ "sim.solve(t_eval=t_sim,initial_soc =1)\n",
+ "solution1= sim.solution"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "t1 = solution1[\"Time [s]\"].entries\n",
+ "V1 = solution1[\"Terminal voltage [V]\"].entries\n",
+ "I1 = solution1[\"Current [A]\"].entries\n",
+ "Q1 = -solution1['Discharge capacity [A.h]'].entries"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "fig, ax1 = plt.subplots(1, 1, figsize=(8, 6), sharex=True)\n",
+ "# ax1.plot(data_time, data_voltage, 'k')\n",
+ "ax1.plot(t, V, 'g--')\n",
+ "ax1.plot(t1, V1, 'r--')\n",
+ "# ax1.plot(t1, V1, 'r-.')\n",
+ "ax1.set_ylabel(\"Voltage [V]\")\n",
+ "ax1.set_title(\"Cell 01 BOL HPPC\")\n",
+ "# ax1.set_ylim([2.7,4.2])\n",
+ "ax1.set_xlabel(\"Time [s]\")\n",
+ "# ax1.set_xlim([20370,20470])\n",
+ "ax1.legend(['Room','Hot'])\n",
+ "# ax1.legend(['data','sim','sim new'])\n",
+ "fig.tight_layout()\n",
+ "plt.show()\n",
+ "plt.savefig('cell_01_hppc_room_hot.png')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "dfgdfgdfgdfg"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -250,7 +333,7 @@
},
{
"cell_type": "code",
- "execution_count": 13,
+ "execution_count": 21,
"metadata": {},
"outputs": [],
"source": [
@@ -261,65 +344,35 @@
},
{
"cell_type": "code",
- "execution_count": 15,
+ "execution_count": 23,
"metadata": {},
"outputs": [],
"source": [
- "ii = 0\n",
- "t_d1 = data_time[idxd[ii]:idxd[ii+1]]-data_time[idxd[ii]]\n",
- "V_d1 = data_voltage[idxd[ii]:idxd[ii+1]]\n",
- "t_s1 = t[idx[ii]:idx[ii+1]]-t[idx[ii]]\n",
- "V_s1 = V[idx[ii]:idx[ii+1]]\n",
- "V_diff = data_voltage[idxd[ii]-10]-V[idx[ii]-10]\n",
- "V_sn1 = V_s1 + V_diff\n",
- "idxs1 = np.where( (abs(t_s1-1200)<1))[0][-1]\n",
- "idxd1 = np.where( (abs(t_d1-1200)<1))[0][-1]\n",
- "t_s = t_s1[:idxs1]\n",
- "V_s = V_s1[:idxs1]\n",
- "V_sn = V_sn1[:idxs1]\n",
- "t_d = t_d1[:idxd1]\n",
- "V_d = V_d1[:idxd1]\n",
- "int_V = interpolate.CubicSpline(t_s,V_sn,extrapolate=True)\n",
- "rmse_V = pybamm.rmse(V_d,int_V(t_d))"
+ "Is = np.insert(I1,0,0)\n",
+ "idxi = np.where((np.diff(-Is)<-0.1) & (abs(I)>4.9))[0]\n",
+ "idx1 = np.insert(idxi,idxi.size,len(I1)-1)"
]
},
{
"cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": []
- },
- {
- "cell_type": "code",
- "execution_count": 16,
+ "execution_count": 24,
"metadata": {},
"outputs": [
- {
- "data": {
- "text/plain": [
- "[]"
- ]
- },
- "execution_count": 16,
- "metadata": {},
- "output_type": "execute_result"
- },
{
"data": {
"application/vnd.jupyter.widget-view+json": {
- "model_id": "9e6c4b2e988c44e3827d6bb4fa6c03b6",
+ "model_id": "9f237628c06647e89a0b060be359d6ac",
"version_major": 2,
"version_minor": 0
},
- "image/png": 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",
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"text/html": [
"\n",
" \n",
" \n",
" Figure\n",
" \n",
- "  \n",
+ "  \n",
" \n",
- " \n",
- " Figure\n",
- " \n",
- "  \n",
- " \u001b[1;34m()\u001b[0m\n\u001b[1;32m----> 1\u001b[0m ertr\n",
- "\u001b[1;31mNameError\u001b[0m: name 'ertr' is not defined"
- ]
- }
- ],
+ "outputs": [],
"source": [
"ertr"
]
@@ -625,7 +687,7 @@
},
{
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -635,7 +697,7 @@
},
{
"cell_type": "code",
- "execution_count": 7,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -646,7 +708,7 @@
},
{
"cell_type": "code",
- "execution_count": 8,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -655,7 +717,7 @@
},
{
"cell_type": "code",
- "execution_count": 9,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -669,7 +731,7 @@
},
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -679,7 +741,7 @@
},
{
"cell_type": "code",
- "execution_count": 11,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -707,7 +769,7 @@
},
{
"cell_type": "code",
- "execution_count": 12,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -734,7 +796,7 @@
},
{
"cell_type": "code",
- "execution_count": 13,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -757,21 +819,9 @@
},
{
"cell_type": "code",
- "execution_count": 14,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "ename": "NameError",
- "evalue": "name 'data_time' is not defined",
- "output_type": "error",
- "traceback": [
- "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
- "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)",
- "\u001b[1;32mc:\\Users\\spannala\\PyBaMM\\gmproj\\misc\\hppc_sim_peyman.ipynb Cell 42\u001b[0m in \u001b[0;36m\u001b[1;34m()\u001b[0m\n\u001b[0;32m 1\u001b[0m experiment \u001b[39m=\u001b[39m pybamm\u001b[39m.\u001b[39mExperiment(\n\u001b[0;32m 2\u001b[0m [\n\u001b[0;32m 3\u001b[0m \u001b[39m\"\u001b[39m\u001b[39mCharge at \u001b[39m\u001b[39m\"\u001b[39m\u001b[39m+\u001b[39m\u001b[39m\"\u001b[39m\u001b[39mC/10\u001b[39m\u001b[39m\"\u001b[39m\u001b[39m+\u001b[39m\u001b[39m\"\u001b[39m\u001b[39m until 4.2V\u001b[39m\u001b[39m\"\u001b[39m, \n\u001b[0;32m 4\u001b[0m \n\u001b[0;32m 5\u001b[0m ],\n\u001b[0;32m 6\u001b[0m )\n\u001b[0;32m 7\u001b[0m sim \u001b[39m=\u001b[39m pybamm\u001b[39m.\u001b[39mSimulation(spm,experiment\u001b[39m=\u001b[39mexperiment ,parameter_values\u001b[39m=\u001b[39mparameter_values, solver\u001b[39m=\u001b[39mpybamm\u001b[39m.\u001b[39mCasadiSolver(mode\u001b[39m=\u001b[39m\u001b[39m\"\u001b[39m\u001b[39msafe\u001b[39m\u001b[39m\"\u001b[39m))\n\u001b[1;32m----> 8\u001b[0m sim\u001b[39m.\u001b[39msolve(t_eval\u001b[39m=\u001b[39mdata_time,initial_soc \u001b[39m=\u001b[39m\u001b[39m0\u001b[39m)\n\u001b[0;32m 9\u001b[0m solution1 \u001b[39m=\u001b[39m sim\u001b[39m.\u001b[39msolution\n",
- "\u001b[1;31mNameError\u001b[0m: name 'data_time' is not defined"
- ]
- }
- ],
+ "outputs": [],
"source": [
"experiment = pybamm.Experiment(\n",
" [\n",
@@ -1265,7 +1315,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.9.7"
+ "version": "3.9.13"
},
"orig_nbformat": 4,
"vscode": {
diff --git a/gmproj/temperature/acc_sim_aging.ipynb b/gmproj/temperature/acc_sim_aging.ipynb
new file mode 100644
index 0000000000..0452c6516a
--- /dev/null
+++ b/gmproj/temperature/acc_sim_aging.ipynb
@@ -0,0 +1,551 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import pybamm\n",
+ "import matplotlib.pyplot as plt\n",
+ "import numpy as np\n",
+ "import pandas as pd\n",
+ "import math\n",
+ "import dfols\n",
+ "import signal\n",
+ "from scipy.integrate import solve_ivp\n",
+ "from scipy.fft import fft, fftfreq, fftshift\n",
+ "from scipy.signal import savgol_filter\n",
+ "from scipy.signal import find_peaks\n",
+ "from scipy import interpolate, integrate\n",
+ "from stopit import threading_timeoutable as timeoutable\n",
+ "import os, sys\n",
+ "sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(\"__file__\"))))\n",
+ "from batfuns import *\n",
+ "plt.rcParams = set_rc_params(plt.rcParams)\n",
+ "import winsound\n",
+ "from pybamm import exp, constants, Parameter\n",
+ "import pickle\n",
+ "eSOH_DIR = \"../data/esoh_R/\"\n",
+ "oCV_DIR = \"../data/ocv/\"\n",
+ "cyc_DIR = \"../data/cycling/\"\n",
+ "fig_DIR = \"../figures/figures_paper/\"\n",
+ "res_DIR = \"../data/results_paper/\"\n",
+ "resistance_DIR = \"../data/resistance/\"\n",
+ "%matplotlib widget"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "parameter_values = get_parameter_values()\n",
+ "\n",
+ "spm = pybamm.lithium_ion.SPM(\n",
+ " {\n",
+ " \"SEI\": \"ec reaction limited\",\n",
+ " \"loss of active material\": \"stress-driven\",\n",
+ " \"lithium plating\": \"irreversible\",\n",
+ " \"stress-induced diffusion\": \"false\",\n",
+ " }\n",
+ ")\n",
+ "# spm.print_parameter_info()\n",
+ "param=spm.param"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def plot_cap(all_sumvars_dict1,esoh_data):\n",
+ " esoh_vars = [\"x_100\", \"y_0\", \"C_n\", \"C_p\", \"Capacity [A.h]\", \"Loss of lithium inventory [%]\"]\n",
+ " fig, ax = plt.subplots(1,1,figsize=(5,4))\n",
+ " name = \"Capacity [A.h]\"\n",
+ " ax.plot(esoh_data[\"N\"],esoh_data[name]/esoh_data[name][0]*100,\"kx\")\n",
+ " ax.plot(all_sumvars_dict1[\"Cycle number\"],all_sumvars_dict1[name]/all_sumvars_dict1[name][0]*100,\"b--\")\n",
+ " ax.set_xlabel(\"Cycle number\")\n",
+ " ax.set_ylabel(\"Capacity Retention [%]\")\n",
+ " # fig.legend([ \"Data\", leg1, leg2, leg3], \n",
+ " # loc=\"lower center\",bbox_to_anchor=[0.5,-0.1], ncol=2, fontsize=11)\n",
+ " fig.tight_layout()\n",
+ " return fig"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "cells = [3,6,9,12,15,18]\n",
+ "# cells = [6,9]\n",
+ "sno = 12\n",
+ "sim_des = f'cond{sno}'\n",
+ "# sim_des = sim_des+'_cv'\n",
+ "for cell in cells:\n",
+ " # sim_des = sim_des+'_cv'\n",
+ " cell_no,dfe,dfe_0,dfo_0,N,N_0 = load_data(cell,eSOH_DIR,oCV_DIR)\n",
+ " print(cell_no)\n",
+ " Ns = np.insert(N[1:]-1,0,0)\n",
+ " eps_n_data,eps_p_data,c_rate_c,c_rate_d,dis_set,Temp,SOC_0 = init_exp(cell_no,dfe_0,spm,parameter_values)\n",
+ " pybamm.set_logging_level(\"WARNING\")\n",
+ " # pybamm.set_logging_level(\"NOTICE\")\n",
+ " experiment = pybamm.Experiment(\n",
+ " [\n",
+ " (\"Discharge at \"+c_rate_d+dis_set,\n",
+ " \"Rest for 10 sec\",\n",
+ " \"Charge at \"+c_rate_c+\" until 4.2V\", \n",
+ " \"Hold at 4.2V until C/100\")\n",
+ " ] *(dfe_0.N.iloc[-1]),\n",
+ " termination=\"50% capacity\",\n",
+ " # cccv_handling=\"ode\",\n",
+ " )\n",
+ " par_val = {}\n",
+ " # Room temp\n",
+ " par_val[0] = [4.0312e-08,1.8157e-07,1.0776,2.3586e-09,-4.9170e-09,-1.4406e-09,4.60788219e-16,4.56607447e-19]\n",
+ " # First Tuning\n",
+ " par_val[1] = [5.6076e-08,6.7429e-07,1.02,1.4576e-08,-1.7447e-07,-2.5257e-08,4.60788219e-16,4.56607447e-19]\n",
+ " # Contraint 1/2 and 2\n",
+ " par_val[2] = [8.0624e-08,3.6314e-07,1.02,4.7172e-09,-9.8340e-09,-2.8812e-09,4.60788219e-16,4.56607447e-19]\n",
+ " # Constraint 1/5 and 5\n",
+ " par_val[3] = [9.8220e-08,9.0785e-07,1.02,1.1793e-08,-2.4585e-08,-7.2030e-09,4.60788219e-16,4.56607447e-19]\n",
+ " # Constraint 1/5 and 5 with no constraints on beta2'\n",
+ " par_val[4] = [6.2621e-08,6.8771e-07,1.02,1.1793e-08,-1.7385e-07,-2.4901e-08,4.60788219e-16,4.56607447e-19]\n",
+ " # Constraint 1/2 and 2 with no constraints on beta2'\n",
+ " par_val[5] = [8.0624e-08,3.6314e-07,1.002,4.7172e-09,-2.4217e-07,-2.5212e-08,4.60788219e-16,4.56607447e-19]\n",
+ " # kpl=0, retune ksei\n",
+ " par_val[6] = [1.2796e-07,7.2624e-07,1.02,0,-1.7764e-07,-1.4406e-11,4.9166e-17,4.56607447e-19]\n",
+ " # kpl=0, retune ksei\n",
+ " par_val[7] = [1.1375e-07,6.4051e-07,1.0,0,-1.5557e-07,-2.2287e-08,2.2675e-15,4.56607447e-19]\n",
+ " # kpl=0, retune ksei, different cost function, better initial guess \n",
+ " par_val[8] = [9.1084e-08,5.9270e-07,1.00,0,-1.6967e-07,-3.0447e-08,1.5803e-15,4.56607447e-19]\n",
+ " # kpl=0, retune ksei, cells 6 9 12\n",
+ " par_val[9] = [2.8391e-07,2.0958e-06,1.9123,0,-8.6507e-07,-9.9184e-08,2.8281e-15,4.56607447e-19]\n",
+ " # kpl=0, retune ksei, cells 3 9 12\n",
+ " par_val[10] = [1.3292e-07,9.2142e-07,1.0,0,-1.2058e-07,-2.1779e-08,1.9308e-15,4.56607447e-19]\n",
+ " # 2 step method with ksei\n",
+ " par_val[11] = [1.1759e-07,8.9155e-07,1.0,7.5992e-09,-1.2611e-07,-2.3971e-08,1.4840e-15,4.56607447e-19]\n",
+ " # 2 step method with dsei\n",
+ " par_val[12] = [2.6251e-07,1.1182e-06,1.0,3.3182e-08,-9.6639e-08,-6.8194e-09,4.60788219e-16,3.6445036597199e-18]\n",
+ " parameter_values = get_parameter_values()\n",
+ " parameter_values.update(\n",
+ " {\n",
+ " \"Negative electrode active material volume fraction\": eps_n_data,\n",
+ " \"Positive electrode active material volume fraction\": eps_p_data,\n",
+ " \"Initial temperature [K]\": 273.15+Temp,\n",
+ " \"Ambient temperature [K]\": 273.15+Temp,\n",
+ " \"Positive electrode LAM constant proportional term [s-1]\": par_val[sno][0],\n",
+ " \"Negative electrode LAM constant proportional term [s-1]\": par_val[sno][1],\n",
+ " \"Positive electrode LAM constant proportional term 2 [s-1]\": par_val[sno][5],\n",
+ " \"Negative electrode LAM constant proportional term 2 [s-1]\": par_val[sno][4],\n",
+ " \"Positive electrode LAM constant exponential term\": par_val[sno][2],\n",
+ " \"Negative electrode LAM constant exponential term\": par_val[sno][2],\n",
+ " \"SEI kinetic rate constant [m.s-1]\": par_val[sno][6], #1.08494281e-16 , \n",
+ " \"EC diffusivity [m2.s-1]\": par_val[sno][7],#8.30909086e-19,\n",
+ " \"SEI growth activation energy [J.mol-1]\": 1.87422275e+04,#1.58777981e+04,\n",
+ " \"Lithium plating kinetic rate constant [m.s-1]\": par_val[sno][3],\n",
+ " \"Li plating resistivity [Ohm.m]\": 30000,\n",
+ " \"Initial inner SEI thickness [m]\": 0e-09,\n",
+ " \"Initial outer SEI thickness [m]\": 5e-09,\n",
+ " \"SEI resistivity [Ohm.m]\": 30000.0,\n",
+ " \"Negative electrode partial molar volume [m3.mol-1]\": 7e-06,\n",
+ " \"Negative electrode LAM min stress [Pa]\": 0,\n",
+ " \"Negative electrode LAM max stress [Pa]\": 0,\n",
+ " \"Positive electrode LAM min stress [Pa]\": 0,\n",
+ " \"Positive electrode LAM max stress [Pa]\": 0,\n",
+ " \"Negative electrode diffusion coefficient [m2.s-1]\": 8e-14,\n",
+ " \"Positive electrode diffusion coefficient [m2.s-1]\": 8e-15,\n",
+ " # \"Negative electrode critical stress [Pa]\": 20e+06,\n",
+ " # \"Positive electrode critical stress [Pa]\": 40e+06,\n",
+ " },\n",
+ " check_already_exists=False,\n",
+ " )\n",
+ " if cell == 15 or cell == 18:\n",
+ " parameter_values.update(\n",
+ " {\n",
+ " \"Negative electrode partial molar volume [m3.mol-1]\":\t0.747*7e-06,\n",
+ " },\n",
+ " check_already_exists=False,\n",
+ " )\n",
+ " all_sumvars_dict = cycle_adaptive_simulation_V2(spm, parameter_values, experiment,SOC_0, save_at_cycles=1)\n",
+ " with open(res_DIR+'fast_sim_'+sim_des+\"_cell_\"+cell_no+'_sum_var.pickle', 'wb') as handle:\n",
+ " pickle.dump(all_sumvars_dict, handle, protocol=pickle.HIGHEST_PROTOCOL)\n",
+ " plot_cap(all_sumvars_dict,dfe_0)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "asdasd"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "for i in [1,4,0,5,2,3,6,7]:\n",
+ " print(par_val[12][i]/par_val[0][i])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "cell = 4\n",
+ "cell_no,dfe,dfe_0,dfo_0,N,N_0 = load_data(cell,eSOH_DIR,oCV_DIR)\n",
+ "print(cell_no)\n",
+ "sno = 0\n",
+ "sim_des = f'cond{sno}'\n",
+ "Ns = np.insert(N[1:]-1,0,0)\n",
+ "eps_n_data,eps_p_data,c_rate_c,c_rate_d,dis_set,Temp,SOC_0 = init_exp(cell_no,dfe,spm,parameter_values)\n",
+ "pybamm.set_logging_level(\"WARNING\")\n",
+ "# pybamm.set_logging_level(\"NOTICE\")\n",
+ "experiment = pybamm.Experiment(\n",
+ " [\n",
+ " (\"Discharge at \"+c_rate_d+dis_set,\n",
+ " \"Rest for 10 sec\",\n",
+ " \"Charge at \"+c_rate_c+\" until 4.2V\", \n",
+ " \"Hold at 4.2V until C/100\")\n",
+ " ] *dfe.N.iloc[-1],\n",
+ " # ] *40,\n",
+ " termination=\"50% capacity\",\n",
+ "# cccv_handling=\"ode\",\n",
+ ")\n",
+ "print(c_rate_c)\n",
+ "print(c_rate_d)\n",
+ "par_val = {}\n",
+ "# Room temp\n",
+ "par_val[0] = [4.0312e-08,1.8157e-07,1.0776,2.3586e-09,-4.9170e-09,-1.4406e-09]\n",
+ "# First Tuning\n",
+ "par_val[1] = [5.6076e-08,6.7429e-07,1.02,1.4576e-08,-1.7447e-07,-2.5257e-08]\n",
+ "# Contraint 1/2 and 2\n",
+ "par_val[2] = [8.0624e-08,3.6314e-07,1.02,4.7172e-09,-9.8340e-09,-2.8812e-09]\n",
+ "# Constraint 1/5 and 5\n",
+ "par_val[3] = [9.8220e-08,9.0785e-07,1.02,1.1793e-08,-2.4585e-08,-7.2030e-09]\n",
+ "# Constraint 1/5 and 5 with no constraints on beta2'\n",
+ "par_val[4] = [6.2621e-08,6.8771e-07,1.02,1.1793e-08,-1.7385e-07,-2.4901e-08]\n",
+ "# Constraint 1/2 and 2 with no constraints on beta2'\n",
+ "par_val[5] = [8.0624e-08,3.6314e-07,1.002,4.7172e-09,-2.4217e-07,-2.5212e-08]\n",
+ "parameter_values = get_parameter_values()\n",
+ "Temp = 25\n",
+ "parameter_values.update(\n",
+ " {\n",
+ " \"Negative electrode active material volume fraction\": eps_n_data,\n",
+ " \"Positive electrode active material volume fraction\": eps_p_data,\n",
+ " \"Initial temperature [K]\": 273.15+Temp,\n",
+ " \"Ambient temperature [K]\": 273.15+Temp,\n",
+ " \"Positive electrode LAM constant proportional term [s-1]\": par_val[sno][0],\n",
+ " \"Negative electrode LAM constant proportional term [s-1]\": par_val[sno][1],\n",
+ " \"Positive electrode LAM constant proportional term 2 [s-1]\": par_val[sno][5],\n",
+ " \"Negative electrode LAM constant proportional term 2 [s-1]\": par_val[sno][4],\n",
+ " \"Positive electrode LAM constant exponential term\": par_val[sno][2],\n",
+ " \"Negative electrode LAM constant exponential term\": par_val[sno][2],\n",
+ " \"SEI kinetic rate constant [m.s-1]\": 4.60788219e-16, #1.08494281e-16 , \n",
+ " \"EC diffusivity [m2.s-1]\": 4.56607447e-19,#8.30909086e-19,\n",
+ " \"SEI growth activation energy [J.mol-1]\": 1.87422275e+04,#1.58777981e+04,\n",
+ " \"Lithium plating kinetic rate constant [m.s-1]\": par_val[sno][3],\n",
+ " \"Initial inner SEI thickness [m]\": 0e-09,\n",
+ " \"Initial outer SEI thickness [m]\": 5e-09,\n",
+ " \"SEI resistivity [Ohm.m]\": 30000.0,\n",
+ " \"Negative electrode partial molar volume [m3.mol-1]\": 7e-06,\n",
+ " \"Negative electrode LAM min stress [Pa]\": 0,\n",
+ " \"Negative electrode LAM max stress [Pa]\": 0,\n",
+ " \"Positive electrode LAM min stress [Pa]\": 0,\n",
+ " \"Positive electrode LAM max stress [Pa]\": 0,\n",
+ " \"Negative electrode diffusion coefficient [m2.s-1]\": 8e-14,\n",
+ " \"Positive electrode diffusion coefficient [m2.s-1]\": 8e-15,\n",
+ " # \"Negative electrode critical stress [Pa]\": 20e+06,\n",
+ " # \"Positive electrode critical stress [Pa]\": 40e+06,\n",
+ " },\n",
+ " check_already_exists=False,\n",
+ ")\n",
+ "if cell == 15 or cell == 18:\n",
+ " parameter_values.update(\n",
+ " {\n",
+ " \"Negative electrode partial molar volume [m3.mol-1]\":\t0.747*7e-06,\n",
+ " },\n",
+ " check_already_exists=False,\n",
+ " )"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "experiment = pybamm.Experiment(\n",
+ " [\n",
+ " (\"Charge at \"+c_rate_c+\" until 4.2V\", \n",
+ " \"Hold at 4.2V until C/100\",\n",
+ " \"Discharge at \"+c_rate_d+dis_set,)\n",
+ " ],\n",
+ " # ] *40,\n",
+ " termination=\"50% capacity\",\n",
+ "# cccv_handling=\"ode\",\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "sim_long = pybamm.Simulation(spm, experiment=experiment, parameter_values=parameter_values, \n",
+ " solver=pybamm.CasadiSolver(\"safe\"))\n",
+ "sol1 = sim_long.solve(initial_soc=0.01)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "Temp = 45\n",
+ "parameter_values.update(\n",
+ " {\n",
+ " \"Initial temperature [K]\": 273.15+Temp,\n",
+ " \"Ambient temperature [K]\": 273.15+Temp,\n",
+ " },\n",
+ " check_already_exists=False,\n",
+ ")\n",
+ "sim_long = pybamm.Simulation(spm, experiment=experiment, parameter_values=parameter_values, \n",
+ " solver=pybamm.CasadiSolver(\"safe\"))\n",
+ "sol2 = sim_long.solve(initial_soc=0.01)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "t1 = sol1[\"Time [s]\"].entries\n",
+ "I1 = sol1[\"Current [A]\"].entries\n",
+ "Q1 = -sol1['Discharge capacity [A.h]'].entries\n",
+ "Vt1 = sol1[\"Terminal voltage [V]\"].entries"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "t2 = sol2[\"Time [s]\"].entries\n",
+ "I2 = sol2[\"Current [A]\"].entries\n",
+ "Q2 = -sol2['Discharge capacity [A.h]'].entries\n",
+ "Vt2 = sol2[\"Terminal voltage [V]\"].entries"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "fig, ax = plt.subplots(1,1)\n",
+ "ax.plot(t1,Vt1,'g')\n",
+ "ax.plot(t2,Vt2,'r')\n",
+ "ax.legend([\"Room\",\"Hot\"])\n",
+ "ax.set_ylabel(r\"$V_t [V]$\")\n",
+ "ax.set_xlabel(\"Time [s]\")\n",
+ "ax.set_title(\"1.5C Room vs Hot BOL Voltage\")\n",
+ "fig.tight_layout()\n",
+ "plt.savefig(fig_DIR +'hot_room_BOL_volt_comp_'+cell_no+'.png')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "asdasdas"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "cell = 4\n",
+ "sno = 0\n",
+ "fig, ax = plt.subplots(1,1,figsize=(6,4))\n",
+ "sim_des = f'cond{sno}'\n",
+ "with open(res_DIR+'fast_sim_'+sim_des+\"_cell_\"+cell_no+'_sum_var_room.pickle', 'rb') as handle:\n",
+ " df = pickle.load(handle)\n",
+ "ax.plot(dfe[\"Ah_th\"],1e9*df[\"X-averaged SEI thickness [m]\"][Ns],'g')\n",
+ "sim_des = f'cond{sno}'\n",
+ "with open(res_DIR+'fast_sim_'+sim_des+\"_cell_\"+cell_no+'_sum_var_hot.pickle', 'rb') as handle:\n",
+ " df = pickle.load(handle)\n",
+ "ax.plot(dfe[\"Ah_th\"],1e9*df[\"X-averaged SEI thickness [m]\"][Ns],'r')\n",
+ "ax.set_xlabel('Ah Throughput')\n",
+ "ax.set_ylabel(r\"Thickness [nm]\")\n",
+ "ax.set_title(r'SEI Thickness')\n",
+ "# ax.set_ylim([60,102])\n",
+ "# ax.set_xlim([-5,3500])\n",
+ "fig.legend(['Room','Hot'], \n",
+ " loc=\"lower center\",bbox_to_anchor=[0.5,-0.10], ncol=4, fontsize=11)\n",
+ "plt.savefig(fig_DIR +'sei_hot_room_4.png')\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "cell = 1\n",
+ "sno = 0\n",
+ "fig, ax = plt.subplots(1,1,figsize=(6,4))\n",
+ "sim_des = f'cond{sno}'\n",
+ "with open(res_DIR+'fast_sim_'+sim_des+\"_cell_\"+cell_no+'_sum_var_room.pickle', 'rb') as handle:\n",
+ " df = pickle.load(handle)\n",
+ "ax.plot(df[\"Cycle number\"],df[\"Loss of lithium to SEI [mol]\"],'g')\n",
+ "sim_des = f'cond{sno}'\n",
+ "with open(res_DIR+'fast_sim_'+sim_des+\"_cell_\"+cell_no+'_sum_var_hot.pickle', 'rb') as handle:\n",
+ " df = pickle.load(handle)\n",
+ "ax.plot(df[\"Cycle number\"],df[\"Loss of lithium to SEI [mol]\"],'r')\n",
+ "ax.set_xlabel('Cycle Number')\n",
+ "ax.set_ylabel(r\"LLI [mol]\")\n",
+ "ax.set_title(r'LLI due to SEI')\n",
+ "# ax.set_ylim([60,102])\n",
+ "# ax.set_xlim([-5,3500])\n",
+ "fig.legend(['Room','Hot'], \n",
+ " loc=\"lower center\",bbox_to_anchor=[0.5,-0.10], ncol=4, fontsize=11)\n",
+ "plt.savefig(fig_DIR +'lli_sei_hot_room_1.png')\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "cell = 1\n",
+ "sno = 0\n",
+ "sim_des = f'cond{sno}'\n",
+ "# fig, ax = plt.subplots(1,3,figsize=(10,4),sharex=True)\n",
+ "fig, ax = plt.subplots(1,3,figsize=(10,4),sharex=True)\n",
+ "with open(res_DIR+'fast_sim_'+sim_des+\"_cell_\"+cell_no+'_sum_var_room.pickle', 'rb') as handle:\n",
+ " df1 = pickle.load(handle)\n",
+ "with open(res_DIR+'fast_sim_'+sim_des+\"_cell_\"+cell_no+'_sum_var_hot.pickle', 'rb') as handle:\n",
+ " df2 = pickle.load(handle)\n",
+ "ax1 = ax.flat[0]\n",
+ "ax1.plot(df1[\"Cycle number\"],(df1[\"C_n\"][0]-df1[\"C_n\"])/df1[\"C_n\"][0]*100,color='green',linewidth=3)\n",
+ "ax1.plot(df2[\"Cycle number\"],(df2[\"C_n\"][0]-df2[\"C_n\"])/df2[\"C_n\"][0]*100,color='red',linewidth=3)\n",
+ "ax2 = ax.flat[1]\n",
+ "ax2.plot(df1[\"Cycle number\"],(df1[\"C_p\"][0]-df1[\"C_p\"])/df1[\"C_n\"][0]*100,color='green',linewidth=3)\n",
+ "ax2.plot(df2[\"Cycle number\"],(df2[\"C_p\"][0]-df2[\"C_p\"])/df2[\"C_n\"][0]*100,color='red',linewidth=3)\n",
+ "ax3 = ax.flat[2]\n",
+ "ax3.plot(df1[\"Cycle number\"],df1[\"Loss of lithium inventory [%]\"],color='green',linewidth=3)\n",
+ "ax3.plot(df2[\"Cycle number\"],df2[\"Loss of lithium inventory [%]\"],color='red',linewidth=3)\n",
+ "ax3.set_xlabel('Cycle Number')\n",
+ "ax1.set_ylabel(r\"Loss [%]\")\n",
+ "ax2.set_ylabel(r\"Loss [%]\")\n",
+ "ax3.set_ylabel(r\"Loss [%]\")\n",
+ "ax1.set_title(r'$LAM_{NE}$')\n",
+ "ax2.set_title(r'$LAM_{PE}$')\n",
+ "ax3.set_title(r'$LLI$')\n",
+ "# ax.set_ylim([60,102])\n",
+ "# ax1.set_xlim([-5,3500])\n",
+ "# ax.legend(['C/5','1.5C','2C','Mixed Crate','C/5 50% DOD','Mixed 50% DOD','Drive Cycle'])\n",
+ "fig.legend(['Room','Hot'], \n",
+ " loc=\"lower center\",bbox_to_anchor=[0.5,-0.05], ncol=2, fontsize=11)\n",
+ "fig.tight_layout()\n",
+ "plt.savefig(fig_DIR +'cycling_aging_room_hot_deg_mode_1.png')\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "keys = df.keys()\n",
+ "keys = list(keys)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n",
+ "ax1 = ax.flat[0]\n",
+ "if cell == 7:\n",
+ " ax1.plot(dfe[\"Ah_th\"],(df[\"C_n\"][0]-df[\"C_n\"][Ns])/df[\"C_n\"][0]*100,color=colors[i],linewidth=3)\n",
+ "else:\n",
+ " ax1.plot(dfe[\"Ah_th\"],(df[\"C_n\"][0]-df[\"C_n\"][Ns])/df[\"C_n\"][0]*100,'--',color=colors[i],linewidth=3)\n",
+ "ax2 = ax.flat[1]\n",
+ "if cell == 7:\n",
+ " ax2.plot(dfe[\"Ah_th\"],(df[\"C_p\"][0]-df[\"C_p\"][Ns])/df[\"C_n\"][0]*100,color=colors[i],linewidth=3)\n",
+ "else:\n",
+ " ax2.plot(dfe[\"Ah_th\"],(df[\"C_p\"][0]-df[\"C_p\"][Ns])/df[\"C_n\"][0]*100,'--',color=colors[i],linewidth=3)\n",
+ "ax3 = ax.flat[2]\n",
+ "if cell == 7:\n",
+ " ax3.plot(dfe[\"Ah_th\"],df[\"Loss of lithium inventory [%]\"][Ns],color=colors[i],linewidth=3)\n",
+ "else:\n",
+ " ax3.plot(dfe[\"Ah_th\"],df[\"Loss of lithium inventory [%]\"][Ns],'--',color=colors[i],linewidth=3)\n",
+ "\n",
+ "# ax1.set_xlabel('Ah Throughput')\n",
+ "# ax2.set_xlabel('Ah Throughput')\n",
+ "ax3.set_xlabel('Ah Throughput')\n",
+ "ax1.set_ylabel(r\"Loss [%]\")\n",
+ "ax2.set_ylabel(r\"Loss [%]\")\n",
+ "ax3.set_ylabel(r\"Loss [%]\")\n",
+ "ax1.set_title(r'$LAM_{NE}$')\n",
+ "ax2.set_title(r'$LAM_{PE}$')\n",
+ "ax3.set_title(r'$LLI$')\n",
+ "# ax.set_ylim([60,102])\n",
+ "ax1.set_xlim([-5,3500])\n",
+ "# ax.legend(['C/5','1.5C','2C','Mixed Crate','C/5 50% DOD','Mixed 50% DOD','Drive Cycle'])\n",
+ "fig.legend(['C/5','1.5C','2C','Ch:C/5, Dh:1.5C'], \n",
+ " loc=\"lower center\",bbox_to_anchor=[0.5,-0.05], ncol=2, fontsize=11)\n",
+ "fig.tight_layout()\n",
+ "plt.savefig(fig_DIR +'cycling_aging_room_deg_mode_1.png')\n",
+ "plt.show()"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "windows-dev",
+ "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": "3.9.13"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/gmproj/temperature/plot_voltage_temp.ipynb b/gmproj/temperature/plot_voltage_temp.ipynb
index 23355ad477..27b4bea880 100644
--- a/gmproj/temperature/plot_voltage_temp.ipynb
+++ b/gmproj/temperature/plot_voltage_temp.ipynb
@@ -2,7 +2,7 @@
"cells": [
{
"cell_type": "code",
- "execution_count": 1,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -37,7 +37,7 @@
},
{
"cell_type": "code",
- "execution_count": 2,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -57,17 +57,9 @@
},
{
"cell_type": "code",
- "execution_count": 3,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "05\n"
- ]
- }
- ],
+ "outputs": [],
"source": [
"cell = 5\n",
"sno = 7\n",
@@ -146,7 +138,7 @@
},
{
"cell_type": "code",
- "execution_count": 4,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -193,7 +185,7 @@
},
{
"cell_type": "code",
- "execution_count": 5,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -220,7 +212,7 @@
},
{
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -320,42 +312,9 @@
},
{
"cell_type": "code",
- "execution_count": 11,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "0\n"
- ]
- },
- {
- "data": {
- "application/vnd.jupyter.widget-view+json": {
- "model_id": "582602bb5dc945cbba5f189344bfcfe4",
- "version_major": 2,
- "version_minor": 0
- },
- "image/png": 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",
- "text/html": [
- "\n",
- " \n",
- " \n",
- " Figure\n",
- " \n",
- "  \n",
- " \u001b[1;34m()\u001b[0m\n\u001b[1;32m----> 1\u001b[0m sdfsdf\n",
- "\u001b[1;31mNameError\u001b[0m: name 'sdfsdf' is not defined"
- ]
- }
- ],
+ "outputs": [],
"source": [
"sdfsdf"
]
@@ -483,7 +430,7 @@
},
{
"cell_type": "code",
- "execution_count": 48,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -535,7 +482,7 @@
},
{
"cell_type": "code",
- "execution_count": 49,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -591,7 +538,7 @@
},
{
"cell_type": "code",
- "execution_count": 50,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -650,55 +597,16 @@
},
{
"cell_type": "code",
- "execution_count": 51,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "x=[2. 2. 2. 2.], norm=0.25820285851761704\n",
- "x=[1.89199507 2.0034616 1.83241704 2.01545654], norm=0.2641847094384182\n",
- "x=[2.16218425 1.9947461 1.89137766 1.95675819], norm=0.2595630784171754\n",
- "x=[2.03233798 2.15746093 1.99336943 2.11881222], norm=0.25439434813146444\n",
- "x=[2.03139205 1.87684779 1.99144579 2.1541911 ], norm=0.2589192501206736\n",
- "x=[2.10484733 2.25039768 2.14925002 2.16131396], norm=0.24690948382766367\n",
- "x=[2.39437283 2.6309793 2.76544215 2.33918998], norm=0.21522610684967797\n",
- "x=[3.54080404 4.28974161 5.10574551 3.17416499], norm=0.18643003177277012\n",
- "x=[4.30979452 3.51124201 7.91689729 2.10644888], norm=0.3554243881212988\n",
- "x=[3.90010648 4.10330794 5.02038237 3.34412585], norm=0.18722082327782907\n",
- "x=[3.45128568 5.38815297 4.48759282 4.15567718], norm=0.18575704591287606\n",
- "x=[3.19997797 5.14533164 4.61378457 4.48397349], norm=0.18798245054579177\n",
- "x=[3.21225847 5.1352543 3.78810869 3.98354291], norm=0.16971158726430383\n",
- "x=[3.00405257 4.98187801 3.07957386 3.7168888 ], norm=0.154000395410749\n",
- "x=[1.64681746 3.99473663 1. 1.95653733], norm=0.23909238745858064\n",
- "x=[3.76655406 4.71511842 2.57651363 4.24452063], norm=0.15482249229553152\n",
- "x=[3.06505077 4.79965017 3.14848618 3.60231043], norm=0.15580147070212036\n",
- "x=[2.66054056 5.07786687 2.38508379 3.54233454], norm=0.1698145234510263\n",
- "x=[3.24213492 5.21978973 3.09091437 3.50105043], norm=0.15195966674370354\n",
- "x=[3.29546754 5.31112318 3.23322993 3.59357131], norm=0.15347850995792994\n",
- "x=[3.22366182 5.27113177 3.01338273 3.46924504], norm=0.1513468913500155\n",
- "x=[3.23785315 5.26479839 2.96423711 3.38355255], norm=0.15147558671757472\n",
- "x=[3.25450104 5.26330477 2.98926434 3.48939409], norm=0.1512589192771972\n",
- "x=[3.22687923 5.25639157 2.95960386 3.50698667], norm=0.1513790942498175\n",
- "x=[3.26085946 5.28439033 2.98713742 3.49262609], norm=0.15105744575323127\n",
- "x=[3.2698004 5.30446948 2.98648683 3.4966837 ], norm=0.15099027255191155\n",
- "x=[3.27262166 5.30712301 2.97355058 3.47886089], norm=0.15085081551386403\n",
- "x=[3.28129551 5.30728002 2.97143587 3.47435892], norm=0.15084867390368356\n",
- "x=[3.27949484 5.31034735 2.96211135 3.47499323], norm=0.15081664196296551\n",
- "x=[3.27585612 5.31668278 2.96095657 3.46826355], norm=0.15076640685089265\n",
- "x=[3.27121478 5.31510981 2.9565429 3.46074669], norm=0.15079261064809235\n",
- "9 minutes, 53 seconds\n"
- ]
- }
- ],
+ "outputs": [],
"source": [
"soln_dfols = train_model()"
]
},
{
"cell_type": "code",
- "execution_count": 52,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -707,20 +615,9 @@
},
{
"cell_type": "code",
- "execution_count": 54,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "array([3.27585612, 5.31668278, 2.96095657, 3.46826355])"
- ]
- },
- "execution_count": 54,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
+ "outputs": [],
"source": [
"# x = np.array([2.69,2.97,3,3])\n",
"# x = np.array([1.5,1.5,1.5,1.5])\n",
@@ -731,7 +628,7 @@
},
{
"cell_type": "code",
- "execution_count": 55,
+ "execution_count": null,
"metadata": {},
"outputs": [],
"source": [
@@ -758,110 +655,9 @@
},
{
"cell_type": "code",
- "execution_count": 56,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "data": {
- "application/vnd.jupyter.widget-view+json": {
- "model_id": "9040ae01694c4980aefdb80878e0dffa",
- "version_major": 2,
- "version_minor": 0
- },
- "image/png": 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