examples/CC-CV.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Start by loading the PETLION package"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "using PETLION"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Loading the parameters for an LCO cell"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " 54.121913 seconds (135.01 M allocations: 7.243 GiB, 3.62% gc time, 94.09% compilation time)\n"
     ]
    }
   ],
   "source": [
    "@time p = petlion(LCO;\n",
    "    N_p = 10, # discretizations in the cathode\n",
    "    N_s = 10, # discretizations in the separator\n",
    "    N_n = 10, # discretizations in the anode\n",
    "    N_r_p = 10, # discretizations in the solid cathode particles\n",
    "    N_r_n = 10, # discretizations in the solid anode particles\n",
    "    temperature = false, # temperature enabled or disabled\n",
    "    jacobian = :AD, # :AD (automatic-differenation) for convenience or :symbolic for speed\n",
    "    );"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's try charging the cell at 2C until t = 1,800 seconds, the voltage reaches 4.1 V, or any bounds in `p.bounds` are satisfied"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "PETLION simulation\n",
       "  --------\n",
       "  Run:     I\n",
       "  Time:    1388.68 s\n",
       "  Current: 2C\n",
       "  Voltage: 4.1 V\n",
       "  Power:   239.6861 W\n",
       "  SOC:     0.7715\n",
       "  Exit:    Above maximum voltage limit"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sol = simulate(p,1800,I=2,SOC=0,V_max=4.1,outputs=:all)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We hit the voltage cap, so let's run a CV hold until `SOC = 1` or `I = C/20`.\n",
    "\n",
    "`simulate!` continues the previous simulation, where the `!` operator indicates it is modifying `sol`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "PETLION simulation\n",
       "  --------\n",
       "  Runs:    I → V\n",
       "  Time:    2440.61 s\n",
       "  Current: 0.1955C\n",
       "  Voltage: 4.1 V\n",
       "  Power:   23.432 W\n",
       "  SOC:     1.0001\n",
       "  Exit:    Above maximum SOC limit"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "simulate!(sol,p,V=:hold,I_min=1/20)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's load the plotting package and show the results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
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       "</svg>\n"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "using Plots\n",
    "plot(sol,:V)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
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