{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<font size=\"6\"><b> TP mesure d'une constante d'équilibre </b></font>\n",
    "\n",
    "*PE. LEROY*\n",
    "\n",
    "> <u>Capacités exigibles du programme :</u>\n",
    "> \n",
    "> **Mesures électriques**\n",
    "> - Mettre en oeuvre des mesures électriques dans un environnement électrochimique.\n",
    "\n",
    "**Liste du matériel :**\n",
    "> en `encadré` uniquement la semaine $1$, en **gras** uniquement la semaine $2$) :\n",
    "- Solution saturée d'iodate de baryum $\\mathrm{Ba(IO_3)_2}$ préparée par mélange\n",
    "de $500$ mL de solution de nitrate de baryum $\\mathrm{Ba(NO_3)_2}$ à $1 \\times 10^{-2} \\ \\mathrm{mol.L^{-1}}$ et de $500$ mL de solution de iodate de potassium $\\mathrm{KIO_3}$ à $1 \\times 10^{-2} \\ \\mathrm{mol.L^{-1}}$ (agitation $10$ à $15$ min, puis repos pendant une demi-heure et filtration pendant la séance)\n",
    "- `Solution d'iodure de potassium` $\\mathrm{KI}$ à $1 \\times 10^{-1} \\ \\mathrm{mol.L^{-1}}$ ($50$ mL par groupe)\n",
    "- **Solution de sulfate de sodium** $\\mathrm{Na_2SO_4}$ à $2 \\times 10^{-2} \\ \\mathrm{mol.L^{-1}}$ ($100$ mL par groupe)\n",
    "- `Solution de thiosulfate de sodium` $\\mathrm{Na_2S_2O_3}$ à $1 \\times 10^{-2} \\ \\mathrm{mol.L^{-1}}$ ($100$ mL par groupe)\n",
    "- `Solution d'acide sulfurique` $\\mathrm{H_2SO_4}$ à $1 \\times 10^{-1} \\ \\mathrm{mol.L^{-1}}$ ($50$ mL par groupe)\n",
    "- `Iotect` (ou à défaut empois d'amidon)\n",
    "- Eau distillée\n",
    "- Burette graduée de $25$ mL\n",
    "- Éprouvette graduée de $100$ mL ($\\times 1$)\n",
    "- Béchers de $250$ mL ($\\times 2$) et $100$ mL ($\\times 3$)\n",
    "- Pipettes jaugées de `20` mL et **50** mL + propipette\n",
    "- Agitation magnétique\n",
    "- **Conductimètre (classique, à écran) + notice**\n",
    "\n",
    "On commence par importer les bibliothèques nécessaires :\n",
    "> La ligne suivante `%matplotlib notebook` est une commande magique qui sert à l'affichage des graphes dans le notebook."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib notebook"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Principe de la détermination du produit de solubilité $K_s$ de l'iodate de baryum $\\mathrm{Ba(IO_3)_2}$\n",
    "\n",
    "L'objectif de ces deux séances est de mesurer le produit de solubilité de l'iodate de baryum, c'est à dire que si un équilibre existe entre le solide et ses ions en solution, on peut écrire cet équilibre sous la forme :\n",
    "$$\n",
    "\\mathrm{Ba(IO_3)_2}(s) = \\mathrm{Ba^{2+}}(aq) + 2 \\ \\mathrm{IO_3^-}(aq)\n",
    "$$\n",
    "> Par exemple, dans une solution saturée, tout le solide n'arrive pas à se dissoudre : des grains sont toujours présents, en équilibre avec ses ions dissous dans la solution.\n",
    "\n",
    "La constante d'équilibre s'écrit :\n",
    "$$\n",
    "K^°(T)=\\dfrac{[\\mathrm{Ba^{2+}}]_{eq}[\\mathrm{IO_3^-}]_{eq}^2}{C^{°3}}=K_s\n",
    "$$\n",
    "et c'est par définition ce que l'on appelle le **produit de solubilité**, qui ne dépend comme toute constante d'équilibre que de la température.\n",
    "\n",
    "Pour déterminer $K_s$ nous allons :\n",
    "- déterminer $[\\mathrm{IO_3^-}]_{eq}$ par **titrage indirect** (par déplacement) dans la première séance ;\n",
    "- déterminer $[\\mathrm{Ba^{2+}}]_{eq}$ par **titrage conductimétrique** dans la seconde séance.\n",
    "> Doser une espèce chimique, c'est déterminer sa concentration. Titrer une espèce c'est la doser, mais à l'aide d'une réaction chimique.\n",
    ">\n",
    "> Un réaction de titrage doit être :\n",
    "> - totale ;\n",
    "> - rapide ;\n",
    "> - spécifique de l'espèce à titrer.\n",
    "\n",
    "Il faudra **filtrer** la solution saturée d'iodate de baryum $\\mathrm{Ba(IO_3)_2}$ (retirer le solide présent) pour récupérer une solution qui contient les espèces dissoutes en proportions correspondant à l'équilibre, mais sans que cet équilibre ne puisse opérer. Sans cela, toute disparition d'une espèce lors de son titrage engendrerait une reformation de cet espèces à partir du solide.\n",
    "> C'est un exemple de déplacement d'équilibre.\n",
    "\n",
    "\n",
    "## Dosage des ions iodate $\\mathrm{IO_3^-}$\n",
    "Nous allons effectuer un titrage indirect par déplacement, voici les étapes :\n",
    "- ajout en excès d'ions iodures $\\mathrm{I^-}$ en milieu acide ;\n",
    "\n",
    "**Montrer (au brouillon) que l'équation de la réaction entre les ions iodate et iodure est la suivante (couples redox mis en jeu $\\mathrm{IO_3^{-}/I_2}$ et $\\mathrm{I_2/I^{-}}$) :**\n",
    "$$\n",
    "\\mathrm{IO_3^-}(aq) + 5 \\mathrm{I^-}(aq) + 6 \\ \\mathrm{H^+}(aq) = 3 \\ \\mathrm{I_2}(aq) + 3 \\ \\mathrm{H_2O}(\\ell)\n",
    "$$\n",
    "- tirage du diiode $\\mathrm{I_2}$ formé par les ions thiosulfate $\\mathrm{S_2O_3^{2-}}$.\n",
    "\n",
    "**Montrer (au brouillon) que l'équation de la réaction entre le diiode et les ions thiosulfate est la suivante (couples redox mis en jeu $\\mathrm{I_2/I^{-}}$ et $\\mathrm{S_4O_6^{2-}/S_2O_3^{2-}}$) :**\n",
    "$$\n",
    "\\mathrm{I_2}(aq) + 2 \\ \\mathrm{S_2O_3^{2-}}(aq) = 2 \\ \\mathrm{I^-}(aq) + \\mathrm{S_4O_6^{2-}}(aq)\n",
    "$$\n",
    "La **couleur brune** qui se forme lors du premier mélange est due au diiode $\\mathrm{I_2}(aq)$. C'est la disparition de cette couleur qui est utilisée pour repérer l'équivalence lors du titrage de la seconde étape.\n",
    "> Elle est plus orange que brune.\n",
    "\n",
    "**Montrer (au brouillon) que ces deux réactions peuvent $etre considérées totales.**\n",
    "> On donne $E^{°}(\\mathrm{IO_3^{-}/I_2})=1,195$ V ; $E^{°}(\\mathrm{I_2/I^{-}})=0,62$ V ;\n",
    "$E^{°}(\\mathrm{S_4O_6^{2-}/S_2O_3^{2-}})=0,08$ V.\n",
    "\n",
    "Le protocole est le suivant :\n",
    "- mélanger dans un bécher $20$ mL de solution saturée d'iodate de baryum filtrée, $20$ mL de solution d'iodure de potassium et $20$ mL de solution d'acide sulfurique ;\n",
    "- titrer le mélange obtenu à l'aide de la solution de thiosulfate de sodium.\n",
    "> L'équivalence étant difficile à repérer, on utilise une pointe de spatule de thiodène (flacon nommé << Iodex >>) lorsque l'on s'approche de l'équivalence. Il se forme un complexe de coloration bleue très foncée.\n",
    "\n",
    "**Mettre en oeuvre le protocole et déterminer le volume à l'équivalence $V_{eq}$ :**\n",
    "> Bien identifier ce qui doit être prélévé très précisément (pipette jaugée) et moins précisément (éprouvette graduée)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "Veq=\n",
    "print(Veq)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Montrer (au brouillon) que la concentration $[\\mathrm{IO_3^-}]_{eq}$ est donnée par :**\n",
    "$$\n",
    "[\\mathrm{IO_3^-}]_{eq}=\\dfrac{1}{6} C_{\\mathrm{S_2O_3^{2-}}} \\dfrac{V_{eq}}{V_{prel}}\n",
    "$$\n",
    "avec $V_{prel}$ le volution de solution filtrée prélevée initialement ($20$ mL, à justifier).\n",
    "\n",
    "**Déterminer $[\\mathrm{IO_3^-}]_{eq}$.**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "CIO3eq=\n",
    "print(CIO3eq)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "L'incertitude sur cette concentration est à évaluer. Comme son expression ne comprend que des multiplications, on peut utiliser la formule de composition des incertitudes vue dans ce cas.\n",
    "\n",
    "Voici l'extrait concernant cette règle de calcul vue en première année, pour rappel elles sont toutes indiquées dans [ce notebook](../incertitudes/incertitudes_de_mesure.ipynb).\n",
    "\n",
    "Supposons que l’on calcule $x=a x_1^\\alpha x_2^\\beta$. L’incertitude-type **relative** de $x$ est alors donnée par :\n",
    "$$\n",
    "\\dfrac{u(x)}{x}=\\sqrt{\\left(\\alpha \\dfrac{u(x_1)}{x_1}\\right)^2+\\left(\\beta \\dfrac{u(x_2)}{x_2}\\right)^2}\n",
    "$$\n",
    "\n",
    "Il nous faut les incertitudes types sur $C_{\\mathrm{S_2O_3^{2-}}}$, $V_{eq}$ et $V_{prel}$.\n",
    "\n",
    "Pour $V_{prel}$, le prélèvement a été effectué à l'aide d'une pipette jaugée de $20$ mL, dont on estime classiquement l'incertude type à $0,03$ mL :"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "uVprel=0.03e-3 # L"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Pour $C_{\\mathrm{S_2O_3^{2-}}}$, on va l'estimer à :"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "uCS2O3=1e-3 # mol/L\n",
    "print(uCS2O3)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Pour $V_{eq}$, si l'on prend l'incertitude type sur l'indication de la burette graduée, on passe à côté d'une autre incertitude, celle du repérage de l'équivalence dite **incertitude de pointé**. Le repérage n'est pas aisé, et est difficile à la goute près.\n",
    "> On pourrait faire des statistiques sur les volumes à l'équivaence obtenus par les différents groupes, mais il faudrait que chaque groupe ait manipulé de le même façon, peu probable en Chimie en PSI :)\n",
    "\n",
    "**Estimer le nombre de gouttes qui correspondent à l'incertitude sur votre repérage de l'équivalence. En faisant à nouveau tomber ce nombre de gouttes, mesurer le volume correspondant à l'incertitude sur le volume à l'équivalence.**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "uVeq=\n",
    "print(uVeq)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Déterminer l'expression (au brouillon) de l'incertitude sur $[\\mathrm{IO_3^-}]_{eq}$ à l'aide de la formule de composition des incertitudes vue plus haut puis la calculer.**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "uCIO3eq=\n",
    "# Pour rappel \n",
    "print(CIO3eq)\n",
    "print(uCIO3eq)"
   ]
  },
  {
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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Dosage des ions baryum $\\mathrm{Ba^{2+}}$\n",
    "Les ions baryum $\\mathrm{Ba^{2+}}$ seront titrés par conductimétrie. On utilise la réaction suivante, totale :\n",
    "$$\n",
    "\\mathrm{Ba^{2+}}(aq) + \\mathrm{SO_4^{2-}}(aq) = \\mathrm{BaSO_4}(s)\n",
    "$$\n",
    "> Elle n'est pas tout à fait instantanée, il faudra attendre quelques secondes de stabilisation à chaque mesure.\n",
    "\n",
    "C'est un réaction de précipitation, vous pourrez voir la coloration laiteuse qui apparait dès le début du titrage.\n",
    "\n",
    "L'équivalence se repère par un changement brusque de la conductivité de la solution, en effet :\n",
    "- avant l'équivalence la réaction ci-dessus s'effectue. Il y a globalement en solution disparition d'ions $\\mathrm{Ba^{2+}}$ et introduction d'ion $\\mathrm{Na^{+}}$ (apportés par la solution de sulfate de sodium qui apporte les ions sulfate $mathrm{SO_4^{2-}}$).\n",
    "> Le précipité formé ne participe pas à la conduction en solution.\n",
    "\n",
    "Les conductivité molaires à $25°C$ (en $\\mathrm{S.cm^2.mol^{-1}}$) des ions sont :\n",
    "\n",
    "![t.png](attachment:t.png)\n",
    "\n",
    "La conductivité de la solution est donnée par **la loi de Kohlrausch** :\n",
    "$$\n",
    "\\sigma=\\sum_i \\lambda_i \\cdot [X_i] \\simeq \\sum_i \\lambda_i^° \\cdot [X_i]\n",
    "$$\n",
    "> $\\sigma$ est notée $\\gamma$ en Physique, c'est la même...\n",
    "\n",
    "Chaque ion $mathrm{SO_4^{2-}}$ introduit est accompagné de $2$ ions $\\mathrm{Na^{+}}$ (formule de la solution titrante), si bien que l'on doit comparer :"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "print(127,2*50,1)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Globalement on devrait constater une **baisse** (légère) de la conductivité de la solution.\n",
    "\n",
    "- après l'équivalence on ajoute simplement des ions $\\mathrm{Na^{+}}$ et $mathrm{SO_4^{2-}}$, la conductivité devrait **fortement augmenter**.\n",
    "\n",
    "Le protocole est le suivant :\n",
    "- prélever précisément $50$ mL de la solution de iodate de baryum filtrée à titrer ;\n",
    "- ajouter $100$ mL d'eau distillée ;\n",
    "- placer la solution de sulfate de sodium $\\mathrm{Na_2SO_4}$ dans la burette graduée ;\n",
    "- mettre en place le conductimètre (ne pas l'étalonner) ;\n",
    "- mesurer la conductivité de la solution en fonction du volume versé.\n",
    "> La réaction n'est pas tout à fait instantanée, il faudra attendre quelques secondes de stabilisation à chaque mesure.\n",
    "\n",
    "**Mettre en oeuvre le protocole et tracer la courbe $\\sigma=f(V)$ :**\n",
    "> Prendre plus de points **loin** de l'équivalence pour tracer les asymptotes."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "V=[] # mL\n",
    "sigma=[] # ?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.figure()\n",
    "\n",
    "# Pour régler les paramètres de la représentation graphique (optionnel)\n",
    "parameters = {\"axes.labelsize\": 13, \"xtick.labelsize\": 13, \"ytick.labelsize\":13, \"legend.fontsize\":13 }\n",
    "plt.rcParams.update(parameters)\n",
    "\n",
    "plt.plot(V,sigma,'ro')\n",
    "\n",
    "plt.xlabel('$V$ (mL)')\n",
    "plt.ylabel('$\\sigma$ (?)')\n",
    "plt.title('Titrage conductimétrique')\n",
    "\n",
    "# Pour sauvegarder l'image de la courbe (optionnel)\n",
    "plt.savefig('courbe.png')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Le volume à l'équivalence se détermine par le tracé des asymptotes. On pourrait utiliser un outil d'ajustement comme la fonction `curve_fit()` mais souvent le résultat est meilleur << à la main >>.\n",
    "\n",
    "**Compléter dans le programme suivant les valeurs de $a_1$, $b_1$, $a_2$ et $b_2$ pour tracer par tatonnement les asymptotes de la courbe :**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.figure()\n",
    "\n",
    "# Pour régler les paramètres de la représentation graphique (optionnel)\n",
    "parameters = {\"axes.labelsize\": 13, \"xtick.labelsize\": 13, \"ytick.labelsize\":13, \"legend.fontsize\":13 }\n",
    "plt.rcParams.update(parameters)\n",
    "\n",
    "# Abscisses des asymptotes\n",
    "N=200\n",
    "Va=np.array([k*V/(N-1) for k in range(N)])\n",
    "\n",
    "# Première asymptote (à compléter)\n",
    "# a1=...\n",
    "# b1=...\n",
    "plt.plot(Va,a1*Va+b1,'b-')\n",
    "\n",
    "# Seconde asymptote (à compléter)\n",
    "# a2=...\n",
    "# b2=...\n",
    "plt.plot(Va,a2*Va+b2,'b-')\n",
    "\n",
    "# Tracé des points expérimentaux\n",
    "plt.plot(V,sigma,'ro')\n",
    "\n",
    "plt.xlabel('$V$ (mL)')\n",
    "plt.ylabel('$\\sigma$ (?)')\n",
    "plt.title('Titrage conductimétrique')\n",
    "\n",
    "# Pour sauvegarder l'image de la courbe (optionnel)\n",
    "plt.savefig('courbe.png')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Déterminer graphiquement (au pointeur) le volume à l'équivalence :**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "Veq=\n",
    "print(Veq)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Montrer (au brouillon) que la concentration $[\\mathrm{Ba^{2+}}]_{eq}$ est donnée par :**\n",
    "$$\n",
    "[Ba^{2+}]_{eq}=C_{\\mathrm{SO_4^{2-}}} \\dfrac{V_{eq}}{V_{prel}}\n",
    "$$\n",
    "avec $V_{prel}$ le volution de solution filtrée prélevée initialement ($50$ mL, à justifier).\n",
    "\n",
    "**Déterminer $[Ba^{2+}]_{eq}$.**"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "CBaeq=\n",
    "print(CBaeq)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "L'incertitude sur cette concentration est à évaluer. Comme son expression ne comprend que des multiplications, on peut utiliser la formule de composition des incertitudes vue dans ce cas.\n",
    "\n",
    "Voici l'extrait concernant cette règle de calcul vue en première année, pour rappel elles sont toutes indiquées dans [ce notebook](../incertitudes/incertitudes_de_mesure.ipynb).\n",
    "\n",
    "Supposons que l’on calcule $x=a x_1^\\alpha x_2^\\beta$. L’incertitude-type **relative** de $x$ est alors donnée par :\n",
    "$$\n",
    "\\dfrac{u(x)}{x}=\\sqrt{\\left(\\alpha \\dfrac{u(x_1)}{x_1}\\right)^2+\\left(\\beta \\dfrac{u(x_2)}{x_2}\\right)^2}\n",
    "$$\n",
    "\n",
    "Il nous faut les incertitudes types sur $C_{\\mathrm{SO_4^{2-}}}$, $V_{eq}$ et $V_{prel}$.\n",
    "\n",
    "Pour $V_{prel}$, le prélèvement a été effectué à l'aide d'une pipette jaugée de $50$ mL, dont on estime classiquement l'incertude type à $0,05$ mL :"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "uVprel=0.05e-3 # L"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Pour $C_{\\mathrm{SO_4^{2-}}}$, on va l'estimer à :"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "uCSO4=1e-3 # mol/L\n",
    "print(uCSO4)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Pour $V_{eq}$, le repérage de l'équivalence relève clairement d'une **incertitude de pointé**.\n",
    "> On pourrait faire des statistiques sur les volumes à l'équivaence obtenus par les différents groupes, mais il faudrait que chaque groupe ait manipulé de le même façon, peu probable en Chimie en PSI :)\n",
    "\n",
    "**Estimer graphiquement l'incertitude de pointé sur votre repérage de l'équivalence.**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "uVeq=\n",
    "print(uVeq)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Déterminer l'expression (au brouillon) de l'incertitude sur $[\\mathrm{Ba^{2+}}]_{eq}$ à l'aide de la formule de composition des incertitudes vue plus haut puis la calculer.**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "uCBaeq=\n",
    "# Pour rappel \n",
    "print(CBaeq)\n",
    "print(uCBaeq)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Il ne nous reste plus qu'à calculer $K_s$ et à estimer son incertitude :\n",
    "$$\n",
    "K_s=\\dfrac{[\\mathrm{Ba^{2+}}]_{eq}[\\mathrm{IO_3^-}]_{eq}^2}{C^{°3}}\n",
    "$$\n",
    "\n",
    "**Calculer $K_s$ :**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "Ks=CBaeq*CIO3eq**2/1**3\n",
    "print(Ks)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Son incertitude type se détermine par la formule rappelée plus haut, à partir des incertitudes types sur chaque concentration :\n",
    "\n",
    "Supposons que l’on calcule $x=a x_1^\\alpha x_2^\\beta$. L’incertitude-type **relative** de $x$ est alors donnée par :\n",
    "$$\n",
    "\\dfrac{u(x)}{x}=\\sqrt{\\left(\\alpha \\dfrac{u(x_1)}{x_1}\\right)^2+\\left(\\beta \\dfrac{u(x_2)}{x_2}\\right)^2}\n",
    "$$\n",
    "\n",
    "**Déterminer l'incertitude type sur $K_s$.**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "uKs=\n",
    "print(uKs)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "La valeur admise dans les table est de $K_s=10^{-8,2}$. On considère que l'incertitude type sur cette valeur est négligeable (on la prendra donc nulle).\n",
    "\n",
    "**Calculer l'écart normalisé entre ces valeurs et conclure.**\n",
    "> Petit rappel juste après..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "EN=\n",
    "print(EN)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Pour comparer 2 mesures, on utilise **l'écart normalisé** ou **z-score** :\n",
    "$$\n",
    "E_N=\\dfrac{\\left|m_2-m_1\\right|}{\\sqrt{u(m_1)^2+u(m_2)^2}}\n",
    "$$\n",
    "\n",
    "Par convention, on qualifie deux résultats de **compatibles** si leur écart normalisé vérifie la propriété :\n",
    "$$\n",
    "\\boxed{E_N \\lesssim 2}\n",
    "$$\n",
    "> Ce seuil à 2 est d’origine historique. On le retrouve dans de nombreux champs scientifiques, comme la médecine, la pharmacie, la biologie, la psychologie, l’économie, l’écologie, etc. Ce seuil peut différer selon le domaine : par exemple pour démontrer l’existence d’une nouvelle particule en physique subatomique, il faut atteindre un seuil de 5."
   ]
  }
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