"
]
@@ -855,7 +809,7 @@
},
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": 11,
"metadata": {
"hideCode": true,
"hidePrompt": false
@@ -865,17 +819,15 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "largeur du moyeu côté disque : 23.30\n",
- "largeur du moyeu côté disque : 35.20\n",
- "longueur des rayons de queue côté cassette : 270 mm\n",
- "longueur des rayons de queue côté disque : 268 mm\n",
- "longueur des rayons de tête côté cassette : 270 mm\n",
- "longueur des rayons de tête côté disque : 268 mm\n"
+ "longueur des rayons de queue côté cassette : 272 mm\n",
+ "longueur des rayons de queue côté disque : 270 mm\n",
+ "longueur des rayons de tête côté cassette : 272 mm\n",
+ "longueur des rayons de tête côté disque : 270 mm\n"
]
},
{
"data": {
- "image/png": "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\n",
+ "image/png": "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\n",
"text/plain": [
"
"
]
@@ -887,27 +839,9 @@
}
],
"source": [
- "# 28 trous\n",
- "n_r=28\n",
- "\n",
- "K=100\n",
- "K_a=26.7\n",
- "K_b=14.8\n",
- "D1_a=58\n",
- "D1_b=45\n",
- "\n",
"n_ca=3\n",
"n_cb=3\n",
"\n",
- "d_ff=K-K_a-K_b\n",
- "ec_a=K/2-K_a\n",
- "print('largeur du moyeu côté disque : %.2f' %ec_a)\n",
- "ec_b=K/2-K_b\n",
- "print('largeur du moyeu côté disque : %.2f' %ec_b)\n",
- "d_tr=2.6\n",
- "\n",
- "radius=D_iR/2/1000\n",
- "\n",
"# Sur la jante\n",
"theta=np.arange(n_r)*2*np.pi/n_r\n",
"x =radius*np.cos(theta)\n",
@@ -1020,12 +954,13 @@
"hidePrompt": false
},
"source": [
- "# Roue arrière VTT 27.5 Agathe"
+ "# Roue arrière VTT 27.5 Agathe\n",
+ "D'après les [données contructeur](http://www.nguide.eu/sites/default/files/mysite/hubs/182/documents/D792SB-X12-11S.pdf)"
]
},
{
"cell_type": "code",
- "execution_count": 11,
+ "execution_count": 12,
"metadata": {
"hideCode": true
},
@@ -1034,8 +969,8 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "largeur du moyeu côté disque : 35.60\n",
- "largeur du moyeu côté disque : 17.60\n"
+ "largeur du moyeu côté disque : 34.00\n",
+ "largeur du moyeu côté disque : 17.50\n"
]
}
],
@@ -1044,8 +979,8 @@
"n_r=32\n",
"\n",
"K=142\n",
- "K_a=35.4\n",
- "K_b=53.4\n",
+ "K_a=18.8+16.6+3.2/2\n",
+ "K_b=K-(K_a+50+3/2)\n",
"D1_a=58\n",
"D1_b=49\n",
"\n",
@@ -1064,7 +999,7 @@
},
{
"cell_type": "code",
- "execution_count": 12,
+ "execution_count": 13,
"metadata": {
"hideCode": true,
"hidePrompt": false
@@ -1074,15 +1009,15 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "longueur des rayons de queue côté cassette : 256 mm\n",
- "longueur des rayons de queue côté disque : 255 mm\n",
- "longueur des rayons de tête côté cassette : 256 mm\n",
- "longueur des rayons de tête côté disque : 255 mm\n"
+ "longueur des rayons de queue côté cassette : 258 mm\n",
+ "longueur des rayons de queue côté disque : 256 mm\n",
+ "longueur des rayons de tête côté cassette : 258 mm\n",
+ "longueur des rayons de tête côté disque : 256 mm\n"
]
},
{
"data": {
- "image/png": "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\n",
+ "image/png": "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\n",
"text/plain": [
"
"
]
@@ -1212,7 +1147,13 @@
"\n",
"La roue arrière a été montée sans problème\n",
"\n",
- "Beaucoup de difficultées à monter les rayons de tête côté cassette, surtout avec les écrous de rayons double squar : changement pour des écrous de rayons classiques pour lesquels le filetage commence plus tôt"
+ "Beaucoup de difficultées à monter les rayons de tête côté cassette, surtout avec les écrous de rayons double squar : changement pour des écrous de rayons classiques pour lesquels le filetage commence plus tôt.\n",
+ "\n",
+ "Edit du 8/04/2020 : Le montage de la roue avant était trop difficiles, les mesures des moyeux ont été repris et les calculs refaits. On monte finalement :\n",
+ "\n",
+ "- Roue avant : Rayons de 261 mm des deux côtés avec écrous classiques secure lock\n",
+ "- Roue arrière : Rayons de 258 mm des deux côtés\n",
+ "\n"
]
}
],
diff --git a/module2/exo5/exo5_fr.ipynb b/module2/exo5/exo5_fr.ipynb
index 26ad6d94fa840f788a57621b06dc6af83a848391..db3769aceba3705cce7acb422426cd7926151858 100644
--- a/module2/exo5/exo5_fr.ipynb
+++ b/module2/exo5/exo5_fr.ipynb
@@ -2,14 +2,20 @@
"cells": [
{
"cell_type": "markdown",
- "metadata": {},
+ "metadata": {
+ "hideCode": false,
+ "hidePrompt": false
+ },
"source": [
"# Analyse du risque de défaillance des joints toriques de la navette Challenger"
]
},
{
"cell_type": "markdown",
- "metadata": {},
+ "metadata": {
+ "hideCode": false,
+ "hidePrompt": false
+ },
"source": [
"Le 27 Janvier 1986, veille du décollage de la navette *Challenger*, eu\n",
"lieu une télé-conférence de trois heures entre les ingénieurs de la\n",
@@ -32,7 +38,10 @@
},
{
"cell_type": "markdown",
- "metadata": {},
+ "metadata": {
+ "hideCode": false,
+ "hidePrompt": false
+ },
"source": [
"## Chargement des données\n",
"Nous commençons donc par charger ces données:"
@@ -41,7 +50,10 @@
{
"cell_type": "code",
"execution_count": 1,
- "metadata": {},
+ "metadata": {
+ "hideCode": false,
+ "hidePrompt": false
+ },
"outputs": [
{
"data": {
@@ -261,30 +273,30 @@
""
],
"text/plain": [
- " Date Count Temperature Pressure Malfunction\n",
- "0 4/12/81 6 66 50 0\n",
- "1 11/12/81 6 70 50 1\n",
- "2 3/22/82 6 69 50 0\n",
- "3 11/11/82 6 68 50 0\n",
- "4 4/04/83 6 67 50 0\n",
- "5 6/18/82 6 72 50 0\n",
- "6 8/30/83 6 73 100 0\n",
- "7 11/28/83 6 70 100 0\n",
- "8 2/03/84 6 57 200 1\n",
- "9 4/06/84 6 63 200 1\n",
- "10 8/30/84 6 70 200 1\n",
- "11 10/05/84 6 78 200 0\n",
- "12 11/08/84 6 67 200 0\n",
- "13 1/24/85 6 53 200 2\n",
- "14 4/12/85 6 67 200 0\n",
- "15 4/29/85 6 75 200 0\n",
- "16 6/17/85 6 70 200 0\n",
- "17 7/29/85 6 81 200 0\n",
- "18 8/27/85 6 76 200 0\n",
- "19 10/03/85 6 79 200 0\n",
- "20 10/30/85 6 75 200 2\n",
- "21 11/26/85 6 76 200 0\n",
- "22 1/12/86 6 58 200 1"
+ " Date Count Temperature Pressure Malfunction\n",
+ "0 4/12/81 6 66 50 0\n",
+ "1 11/12/81 6 70 50 1\n",
+ "2 3/22/82 6 69 50 0\n",
+ "3 11/11/82 6 68 50 0\n",
+ "4 4/04/83 6 67 50 0\n",
+ "5 6/18/82 6 72 50 0\n",
+ "6 8/30/83 6 73 100 0\n",
+ "7 11/28/83 6 70 100 0\n",
+ "8 2/03/84 6 57 200 1\n",
+ "9 4/06/84 6 63 200 1\n",
+ "10 8/30/84 6 70 200 1\n",
+ "11 10/05/84 6 78 200 0\n",
+ "12 11/08/84 6 67 200 0\n",
+ "13 1/24/85 6 53 200 2\n",
+ "14 4/12/85 6 67 200 0\n",
+ "15 4/29/85 6 75 200 0\n",
+ "16 6/17/85 6 70 200 0\n",
+ "17 7/29/85 6 81 200 0\n",
+ "18 8/27/85 6 76 200 0\n",
+ "19 10/03/85 6 79 200 0\n",
+ "20 10/30/85 6 75 200 2\n",
+ "21 11/26/85 6 76 200 0\n",
+ "22 1/12/86 6 58 200 1"
]
},
"execution_count": 1,
@@ -301,7 +313,10 @@
},
{
"cell_type": "markdown",
- "metadata": {},
+ "metadata": {
+ "hideCode": false,
+ "hidePrompt": false
+ },
"source": [
"Le jeu de données nous indique la date de l'essai, le nombre de joints\n",
"toriques mesurés (il y en a 6 sur le lançeur principal), la\n",
@@ -311,19 +326,27 @@
},
{
"cell_type": "markdown",
- "metadata": {},
+ "metadata": {
+ "hideCode": false,
+ "hidePrompt": false
+ },
"source": [
"## Inspection graphique des données\n",
"Les vols où aucun incident n'est relevé n'apportant aucun information\n",
"sur l'influence de la température ou de la pression sur les\n",
"dysfonctionnements, nous nous concentrons sur les expériences où au\n",
- "moins un joint a été défectueux.\n"
+ "moins un joint a été défectueux.\n",
+ "\n",
+ "**/!\\ c'est FAUX**, il faut prendre en compte toutes les expériences, même s'il n'y a pas eu de dysfonctionnement."
]
},
{
"cell_type": "code",
"execution_count": 2,
- "metadata": {},
+ "metadata": {
+ "hideCode": false,
+ "hidePrompt": false
+ },
"outputs": [
{
"data": {
@@ -355,6 +378,14 @@
" \n",
" \n",
"
"
]
@@ -631,65 +823,528 @@
]
},
{
- "cell_type": "markdown",
+ "cell_type": "code",
+ "execution_count": 6,
"metadata": {
"hideCode": false,
- "hidePrompt": false,
- "scrolled": true
+ "hidePrompt": false
},
- "source": [
- "Comme on pouvait s'attendre au vu des données initiales, la\n",
- "température n'a pas d'impact notable sur la probabilité d'échec des\n",
- "joints toriques. Elle sera d'environ 0.2, comme dans les essais\n",
- "précédents où nous il y a eu défaillance d'au moins un joint. Revenons\n",
- "à l'ensemble des données initiales pour estimer la probabilité de\n",
- "défaillance d'un joint:\n"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 6,
- "metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- "0.06521739130434782\n"
+ "2 0.817774\n",
+ "Name: Frequency, dtype: float64\n"
]
}
],
"source": [
- "data = pd.read_csv(\"shuttle.csv\")\n",
- "print(np.sum(data.Malfunction)/np.sum(data.Count))"
+ "f=data_pred.Frequency[data_pred.Temperature==31]\n",
+ "print(f)"
]
},
{
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Cette probabilité est donc d'environ $p=0.065$, sachant qu'il existe\n",
- "un joint primaire un joint secondaire sur chacune des trois parties du\n",
- "lançeur, la probabilité de défaillance des deux joints d'un lançeur\n",
- "est de $p^2 \\approx 0.00425$. La probabilité de défaillance d'un des\n",
- "lançeur est donc de $1-(1-p^2)^3 \\approx 1.2%$. Ça serait vraiment\n",
- "pas de chance... Tout est sous contrôle, le décollage peut donc avoir\n",
- "lieu demain comme prévu.\n",
- "\n",
- "Seulement, le lendemain, la navette Challenger explosera et emportera\n",
- "avec elle ses sept membres d'équipages. L'opinion publique est\n",
- "fortement touchée et lors de l'enquête qui suivra, la fiabilité des\n",
- "joints toriques sera directement mise en cause. Au delà des problèmes\n",
- "de communication interne à la NASA qui sont pour beaucoup dans ce\n",
- "fiasco, l'analyse précédente comporte (au moins) un petit\n",
- "problème... Saurez-vous le trouver ? Vous êtes libre de modifier cette\n",
- "analyse et de regarder ce jeu de données sous tous les angles afin\n",
- "d'expliquer ce qui ne va pas."
+ "cell_type": "code",
+ "execution_count": 7,
+ "metadata": {
+ "hideCode": false,
+ "hidePrompt": false
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "
\n",
+ "\n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
\n",
+ "
Date
\n",
+ "
Count
\n",
+ "
Temperature
\n",
+ "
Pressure
\n",
+ "
Malfunction
\n",
+ "
Frequency
\n",
+ "
Success
\n",
+ "
Intercept
\n",
+ "
\n",
+ " \n",
+ " \n",
+ "
\n",
+ "
0
\n",
+ "
4/12/81
\n",
+ "
6
\n",
+ "
66
\n",
+ "
50
\n",
+ "
0
\n",
+ "
0.000000
\n",
+ "
6
\n",
+ "
1
\n",
+ "
\n",
+ "
\n",
+ "
1
\n",
+ "
11/12/81
\n",
+ "
6
\n",
+ "
70
\n",
+ "
50
\n",
+ "
1
\n",
+ "
0.166667
\n",
+ "
5
\n",
+ "
1
\n",
+ "
\n",
+ "
\n",
+ "
2
\n",
+ "
3/22/82
\n",
+ "
6
\n",
+ "
69
\n",
+ "
50
\n",
+ "
0
\n",
+ "
0.000000
\n",
+ "
6
\n",
+ "
1
\n",
+ "
\n",
+ "
\n",
+ "
3
\n",
+ "
11/11/82
\n",
+ "
6
\n",
+ "
68
\n",
+ "
50
\n",
+ "
0
\n",
+ "
0.000000
\n",
+ "
6
\n",
+ "
1
\n",
+ "
\n",
+ "
\n",
+ "
4
\n",
+ "
4/04/83
\n",
+ "
6
\n",
+ "
67
\n",
+ "
50
\n",
+ "
0
\n",
+ "
0.000000
\n",
+ "
6
\n",
+ "
1
\n",
+ "
\n",
+ "
\n",
+ "
5
\n",
+ "
6/18/82
\n",
+ "
6
\n",
+ "
72
\n",
+ "
50
\n",
+ "
0
\n",
+ "
0.000000
\n",
+ "
6
\n",
+ "
1
\n",
+ "
\n",
+ "
\n",
+ "
6
\n",
+ "
8/30/83
\n",
+ "
6
\n",
+ "
73
\n",
+ "
100
\n",
+ "
0
\n",
+ "
0.000000
\n",
+ "
6
\n",
+ "
1
\n",
+ "
\n",
+ "
\n",
+ "
7
\n",
+ "
11/28/83
\n",
+ "
6
\n",
+ "
70
\n",
+ "
100
\n",
+ "
0
\n",
+ "
0.000000
\n",
+ "
6
\n",
+ "
1
\n",
+ "
\n",
+ "
\n",
+ "
8
\n",
+ "
2/03/84
\n",
+ "
6
\n",
+ "
57
\n",
+ "
200
\n",
+ "
1
\n",
+ "
0.166667
\n",
+ "
5
\n",
+ "
1
\n",
+ "
\n",
+ "
\n",
+ "
9
\n",
+ "
4/06/84
\n",
+ "
6
\n",
+ "
63
\n",
+ "
200
\n",
+ "
1
\n",
+ "
0.166667
\n",
+ "
5
\n",
+ "
1
\n",
+ "
\n",
+ "
\n",
+ "
10
\n",
+ "
8/30/84
\n",
+ "
6
\n",
+ "
70
\n",
+ "
200
\n",
+ "
1
\n",
+ "
0.166667
\n",
+ "
5
\n",
+ "
1
\n",
+ "
\n",
+ "
\n",
+ "
11
\n",
+ "
10/05/84
\n",
+ "
6
\n",
+ "
78
\n",
+ "
200
\n",
+ "
0
\n",
+ "
0.000000
\n",
+ "
6
\n",
+ "
1
\n",
+ "
\n",
+ "
\n",
+ "
12
\n",
+ "
11/08/84
\n",
+ "
6
\n",
+ "
67
\n",
+ "
200
\n",
+ "
0
\n",
+ "
0.000000
\n",
+ "
6
\n",
+ "
1
\n",
+ "
\n",
+ "
\n",
+ "
13
\n",
+ "
1/24/85
\n",
+ "
6
\n",
+ "
53
\n",
+ "
200
\n",
+ "
2
\n",
+ "
0.333333
\n",
+ "
4
\n",
+ "
1
\n",
+ "
\n",
+ "
\n",
+ "
14
\n",
+ "
4/12/85
\n",
+ "
6
\n",
+ "
67
\n",
+ "
200
\n",
+ "
0
\n",
+ "
0.000000
\n",
+ "
6
\n",
+ "
1
\n",
+ "
\n",
+ "
\n",
+ "
15
\n",
+ "
4/29/85
\n",
+ "
6
\n",
+ "
75
\n",
+ "
200
\n",
+ "
0
\n",
+ "
0.000000
\n",
+ "
6
\n",
+ "
1
\n",
+ "
\n",
+ "
\n",
+ "
16
\n",
+ "
6/17/85
\n",
+ "
6
\n",
+ "
70
\n",
+ "
200
\n",
+ "
0
\n",
+ "
0.000000
\n",
+ "
6
\n",
+ "
1
\n",
+ "
\n",
+ "
\n",
+ "
17
\n",
+ "
7/29/85
\n",
+ "
6
\n",
+ "
81
\n",
+ "
200
\n",
+ "
0
\n",
+ "
0.000000
\n",
+ "
6
\n",
+ "
1
\n",
+ "
\n",
+ "
\n",
+ "
18
\n",
+ "
8/27/85
\n",
+ "
6
\n",
+ "
76
\n",
+ "
200
\n",
+ "
0
\n",
+ "
0.000000
\n",
+ "
6
\n",
+ "
1
\n",
+ "
\n",
+ "
\n",
+ "
19
\n",
+ "
10/03/85
\n",
+ "
6
\n",
+ "
79
\n",
+ "
200
\n",
+ "
0
\n",
+ "
0.000000
\n",
+ "
6
\n",
+ "
1
\n",
+ "
\n",
+ "
\n",
+ "
20
\n",
+ "
10/30/85
\n",
+ "
6
\n",
+ "
75
\n",
+ "
200
\n",
+ "
2
\n",
+ "
0.333333
\n",
+ "
4
\n",
+ "
1
\n",
+ "
\n",
+ "
\n",
+ "
21
\n",
+ "
11/26/85
\n",
+ "
6
\n",
+ "
76
\n",
+ "
200
\n",
+ "
0
\n",
+ "
0.000000
\n",
+ "
6
\n",
+ "
1
\n",
+ "
\n",
+ "
\n",
+ "
22
\n",
+ "
1/12/86
\n",
+ "
6
\n",
+ "
58
\n",
+ "
200
\n",
+ "
1
\n",
+ "
0.166667
\n",
+ "
5
\n",
+ "
1
\n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " Date Count Temperature Pressure Malfunction Frequency Success \\\n",
+ "0 4/12/81 6 66 50 0 0.000000 6 \n",
+ "1 11/12/81 6 70 50 1 0.166667 5 \n",
+ "2 3/22/82 6 69 50 0 0.000000 6 \n",
+ "3 11/11/82 6 68 50 0 0.000000 6 \n",
+ "4 4/04/83 6 67 50 0 0.000000 6 \n",
+ "5 6/18/82 6 72 50 0 0.000000 6 \n",
+ "6 8/30/83 6 73 100 0 0.000000 6 \n",
+ "7 11/28/83 6 70 100 0 0.000000 6 \n",
+ "8 2/03/84 6 57 200 1 0.166667 5 \n",
+ "9 4/06/84 6 63 200 1 0.166667 5 \n",
+ "10 8/30/84 6 70 200 1 0.166667 5 \n",
+ "11 10/05/84 6 78 200 0 0.000000 6 \n",
+ "12 11/08/84 6 67 200 0 0.000000 6 \n",
+ "13 1/24/85 6 53 200 2 0.333333 4 \n",
+ "14 4/12/85 6 67 200 0 0.000000 6 \n",
+ "15 4/29/85 6 75 200 0 0.000000 6 \n",
+ "16 6/17/85 6 70 200 0 0.000000 6 \n",
+ "17 7/29/85 6 81 200 0 0.000000 6 \n",
+ "18 8/27/85 6 76 200 0 0.000000 6 \n",
+ "19 10/03/85 6 79 200 0 0.000000 6 \n",
+ "20 10/30/85 6 75 200 2 0.333333 4 \n",
+ "21 11/26/85 6 76 200 0 0.000000 6 \n",
+ "22 1/12/86 6 58 200 1 0.166667 5 \n",
+ "\n",
+ " Intercept \n",
+ "0 1 \n",
+ "1 1 \n",
+ "2 1 \n",
+ "3 1 \n",
+ "4 1 \n",
+ "5 1 \n",
+ "6 1 \n",
+ "7 1 \n",
+ "8 1 \n",
+ "9 1 \n",
+ "10 1 \n",
+ "11 1 \n",
+ "12 1 \n",
+ "13 1 \n",
+ "14 1 \n",
+ "15 1 \n",
+ "16 1 \n",
+ "17 1 \n",
+ "18 1 \n",
+ "19 1 \n",
+ "20 1 \n",
+ "21 1 \n",
+ "22 1 "
+ ]
+ },
+ "execution_count": 7,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "data"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "hideCode": false,
+ "hidePrompt": false,
+ "scrolled": true
+ },
+ "source": [
+ "Comme on pouvait s'attendre au vu des données initiales, la\n",
+ "température n'a pas d'impact notable sur la probabilité d'échec des\n",
+ "joints toriques. Elle sera d'environ 0.2, comme dans les essais\n",
+ "précédents où nous il y a eu défaillance d'au moins un joint. Revenons\n",
+ "à l'ensemble des données initiales pour estimer la probabilité de\n",
+ "défaillance d'un joint:\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {
+ "hideCode": false,
+ "hidePrompt": false,
+ "scrolled": true
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "0.21428571428571427\n"
+ ]
+ }
+ ],
+ "source": [
+ "data = pd.read_csv(\"shuttle.csv\")\n",
+ "data = data[data.Malfunction>0] #On avait oublié de reprendre les même données ! pas bien\n",
+ "p=np.sum(data.Malfunction)/np.sum(data.Count)\n",
+ "print(np.sum(data.Malfunction)/np.sum(data.Count))"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Or, si on prend le raisonnement de cette analyse avec les données tronquées utilisées à la base, on a :"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "La probabilité qu'un joint soit défaillant est p = 0.214\n",
+ "La probabilité que deux joints soient défaillants est p^2 = 0.04592\n",
+ "La probabilité de défaillance d'un des lançeur est = 0.13153, soit de 13.2 %\n"
+ ]
+ }
+ ],
+ "source": [
+ "print('La probabilité qu\\'un joint soit défaillant est p = %.3f' %p)\n",
+ "p2=p**2\n",
+ "print('La probabilité que deux joints soient défaillants est p^2 = %.5f' %p2)\n",
+ "p_lanceur = 1-(1-p**2)**3\n",
+ "print('La probabilité de défaillance d\\'un des lançeur est = %.5f, soit de %.1f %%' %(p_lanceur,p_lanceur*100) )"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "hideCode": false,
+ "hidePrompt": false
+ },
+ "source": [
+ "Cette probabilité est donc d'environ $p=0.065$, sachant qu'il existe\n",
+ "un joint primaire un joint secondaire sur chacune des trois parties du\n",
+ "lançeur, la probabilité de défaillance des deux joints d'un lançeur\n",
+ "est de $p^2 \\approx 0.00425$. La probabilité de défaillance d'un des\n",
+ "lançeur est donc de $1-(1-p^2)^3 \\approx 1.2%$. Ça serait vraiment\n",
+ "pas de chance... Tout est sous contrôle, le décollage peut donc avoir\n",
+ "lieu demain comme prévu.\n",
+ "\n",
+ "Seulement, le lendemain, la navette Challenger explosera et emportera\n",
+ "avec elle ses sept membres d'équipages. L'opinion publique est\n",
+ "fortement touchée et lors de l'enquête qui suivra, la fiabilité des\n",
+ "joints toriques sera directement mise en cause. Au delà des problèmes\n",
+ "de communication interne à la NASA qui sont pour beaucoup dans ce\n",
+ "fiasco, l'analyse précédente comporte (au moins) un petit\n",
+ "problème... Saurez-vous le trouver ? Vous êtes libre de modifier cette\n",
+ "analyse et de regarder ce jeu de données sous tous les angles afin\n",
+ "d'expliquer ce qui ne va pas."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "hideCode": false,
+ "hidePrompt": false
+ },
+ "source": [
+ "Si on prend la prédiction du modèle :"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "metadata": {
+ "scrolled": true
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "La probabilité qu'un joint soit défaillant est p = 0.818\n",
+ "La probabilité que deux joints soient défaillants est p^2 = 0.66875\n",
+ "La probabilité de défaillance d'un des lançeur est = 0.96365, soit de 96.4 %\n"
+ ]
+ }
+ ],
+ "source": [
+ "p=f\n",
+ "print('La probabilité qu\\'un joint soit défaillant est p = %.3f' %p)\n",
+ "p2=p**2\n",
+ "print('La probabilité que deux joints soient défaillants est p^2 = %.5f' %p2)\n",
+ "p_lanceur = 1-(1-p**2)**3\n",
+ "print('La probabilité de défaillance d\\'un des lançeur est = %.5f, soit de %.1f %%' %(p_lanceur,p_lanceur*100) )"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "On voit beaucoup mieux comment ça pouvait être une catatrophe ! Cependant, l'incertitude n'est pas du tout prise en compte encore une fois dans ce calcul."
]
}
],
"metadata": {
"celltoolbar": "Hide code",
+ "hide_code_all_hidden": false,
"kernelspec": {
"display_name": "Python 3",
"language": "python",
@@ -705,7 +1360,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.7.3"
+ "version": "3.6.4"
}
},
"nbformat": 4,