From 3f81c04b09be9cee888a4ba89191bc6a491bbf64 Mon Sep 17 00:00:00 2001
From: Johannes Mueller <johannes.mueller4@de.bosch.com>
Date: Tue, 22 Feb 2022 16:20:47 +0100
Subject: [PATCH] Fix woehler_curve.ipynb

Signed-off-by: Johannes Mueller <johannes.mueller4@de.bosch.com>
---
 demos/woehler_curve.ipynb | 34 ++++++++++++----------------------
 1 file changed, 12 insertions(+), 22 deletions(-)

diff --git a/demos/woehler_curve.ipynb b/demos/woehler_curve.ipynb
index 67b715f7..84eec21c 100644
--- a/demos/woehler_curve.ipynb
+++ b/demos/woehler_curve.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "79bdf1fa",
+   "id": "d73db40c",
    "metadata": {},
    "source": [
     "# The `WoehlerCurve` data structure\n",
@@ -25,7 +25,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "d31d3915",
+   "id": "60db361e",
    "metadata": {},
    "source": [
     "## The very basic Wöhler curve data\n",
@@ -78,7 +78,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "37dbe42e",
+   "id": "5b0263d7",
    "metadata": {},
    "source": [
     "## Optional parameters\n",
@@ -91,7 +91,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "1d9e7300",
+   "id": "3f85d904",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -105,19 +105,9 @@
     "plt.plot(cycles, woehler_curve_data.woehler.basquin_load(cycles))\n"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "f44a0aea",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "wc_data.fatigue.damage(load_collective)"
-   ]
-  },
   {
    "cell_type": "markdown",
-   "id": "d5ba9e58",
+   "id": "34d11ef6",
    "metadata": {},
    "source": [
     "### The failure probability and the scatter values `TN` and `TS`.\n",
@@ -128,7 +118,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "a9eecfeb",
+   "id": "84f6b0d7",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -137,7 +127,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "fa2c8d5b",
+   "id": "a6fcc81b",
    "metadata": {},
    "source": [
     "You can provide values for the scattering of the Wöhler curve:"
@@ -146,7 +136,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "74728085",
+   "id": "6d62e2db",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -161,7 +151,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "b5744154",
+   "id": "f11ef7e2",
    "metadata": {},
    "source": [
     "Now you can then transform this Wöhlercurve to another failure probability:"
@@ -170,7 +160,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "017518ca",
+   "id": "a08842e8",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -179,7 +169,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "f581065e",
+   "id": "2af98518",
    "metadata": {},
    "source": [
     "As convenience you can provide the failure probability as a optional parameter to the `basquin_load()` and `basquin_cycles()` methods."
@@ -188,7 +178,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "24d7b8cd",
+   "id": "575933b1",
    "metadata": {},
    "outputs": [],
    "source": [