From 6a66358fa8dc19eb667ccaee550037992e00c83f Mon Sep 17 00:00:00 2001
From: Sam Calisch <s.calisch@gmail.com>
Date: Tue, 2 May 2017 16:28:20 -0400
Subject: [PATCH] added some impact analysis

---
 analysis/asker-tests-25mm/ADXL16.TXT | 6002 ++++++++++++++++++++++++++
 analysis/asker-tests-25mm/ADXL17.TXT | 6002 ++++++++++++++++++++++++++
 analysis/asker-tests-25mm/ADXL18.TXT | 6002 ++++++++++++++++++++++++++
 analysis/asker-tests-25mm/ADXL19.TXT | 6002 ++++++++++++++++++++++++++
 analysis/asker-tests-25mm/ADXL20.TXT | 6002 ++++++++++++++++++++++++++
 analysis/asker-tests-25mm/ADXL21.TXT | 6002 ++++++++++++++++++++++++++
 analysis/asker-tests-25mm/ADXL22.TXT | 6002 ++++++++++++++++++++++++++
 analysis/asker-tests-25mm/ADXL23.TXT | 6002 ++++++++++++++++++++++++++
 analysis/asker-tests-25mm/ADXL24.TXT | 6002 ++++++++++++++++++++++++++
 analysis/asker-tests-25mm/ADXL25.TXT | 6002 ++++++++++++++++++++++++++
 analysis/asker-tests-25mm/ADXL26.TXT | 6002 ++++++++++++++++++++++++++
 analysis/asker-tests-25mm/ADXL27.TXT | 6002 ++++++++++++++++++++++++++
 analysis/asker-tests-25mm/ADXL28.TXT | 6002 ++++++++++++++++++++++++++
 analysis/img/asker-energies.png      |  Bin 0 -> 10859 bytes
 analysis/img/asker-trajectories.png  |  Bin 0 -> 152493 bytes
 analysis/impact-testing.ipynb        |  650 +++
 16 files changed, 78676 insertions(+)
 create mode 100755 analysis/asker-tests-25mm/ADXL16.TXT
 create mode 100755 analysis/asker-tests-25mm/ADXL17.TXT
 create mode 100755 analysis/asker-tests-25mm/ADXL18.TXT
 create mode 100755 analysis/asker-tests-25mm/ADXL19.TXT
 create mode 100755 analysis/asker-tests-25mm/ADXL20.TXT
 create mode 100755 analysis/asker-tests-25mm/ADXL21.TXT
 create mode 100755 analysis/asker-tests-25mm/ADXL22.TXT
 create mode 100755 analysis/asker-tests-25mm/ADXL23.TXT
 create mode 100755 analysis/asker-tests-25mm/ADXL24.TXT
 create mode 100755 analysis/asker-tests-25mm/ADXL25.TXT
 create mode 100755 analysis/asker-tests-25mm/ADXL26.TXT
 create mode 100755 analysis/asker-tests-25mm/ADXL27.TXT
 create mode 100755 analysis/asker-tests-25mm/ADXL28.TXT
 create mode 100644 analysis/img/asker-energies.png
 create mode 100644 analysis/img/asker-trajectories.png
 create mode 100644 analysis/impact-testing.ipynb

diff --git a/analysis/asker-tests-25mm/ADXL16.TXT b/analysis/asker-tests-25mm/ADXL16.TXT
new file mode 100755
index 0000000..440b297
--- /dev/null
+++ b/analysis/asker-tests-25mm/ADXL16.TXT
@@ -0,0 +1,6002 @@
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diff --git a/analysis/asker-tests-25mm/ADXL17.TXT b/analysis/asker-tests-25mm/ADXL17.TXT
new file mode 100755
index 0000000..f3e8dea
--- /dev/null
+++ b/analysis/asker-tests-25mm/ADXL17.TXT
@@ -0,0 +1,6002 @@
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diff --git a/analysis/asker-tests-25mm/ADXL18.TXT b/analysis/asker-tests-25mm/ADXL18.TXT
new file mode 100755
index 0000000..91a12bb
--- /dev/null
+++ b/analysis/asker-tests-25mm/ADXL18.TXT
@@ -0,0 +1,6002 @@
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diff --git a/analysis/asker-tests-25mm/ADXL19.TXT b/analysis/asker-tests-25mm/ADXL19.TXT
new file mode 100755
index 0000000..cdcd170
--- /dev/null
+++ b/analysis/asker-tests-25mm/ADXL19.TXT
@@ -0,0 +1,6002 @@
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diff --git a/analysis/asker-tests-25mm/ADXL20.TXT b/analysis/asker-tests-25mm/ADXL20.TXT
new file mode 100755
index 0000000..35fe5ae
--- /dev/null
+++ b/analysis/asker-tests-25mm/ADXL20.TXT
@@ -0,0 +1,6002 @@
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diff --git a/analysis/asker-tests-25mm/ADXL21.TXT b/analysis/asker-tests-25mm/ADXL21.TXT
new file mode 100755
index 0000000..8c02912
--- /dev/null
+++ b/analysis/asker-tests-25mm/ADXL21.TXT
@@ -0,0 +1,6002 @@
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diff --git a/analysis/asker-tests-25mm/ADXL22.TXT b/analysis/asker-tests-25mm/ADXL22.TXT
new file mode 100755
index 0000000..abc90a4
--- /dev/null
+++ b/analysis/asker-tests-25mm/ADXL22.TXT
@@ -0,0 +1,6002 @@
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diff --git a/analysis/asker-tests-25mm/ADXL23.TXT b/analysis/asker-tests-25mm/ADXL23.TXT
new file mode 100755
index 0000000..36764a3
--- /dev/null
+++ b/analysis/asker-tests-25mm/ADXL23.TXT
@@ -0,0 +1,6002 @@
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diff --git a/analysis/asker-tests-25mm/ADXL24.TXT b/analysis/asker-tests-25mm/ADXL24.TXT
new file mode 100755
index 0000000..901c03f
--- /dev/null
+++ b/analysis/asker-tests-25mm/ADXL24.TXT
@@ -0,0 +1,6002 @@
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diff --git a/analysis/asker-tests-25mm/ADXL25.TXT b/analysis/asker-tests-25mm/ADXL25.TXT
new file mode 100755
index 0000000..4dfa1b5
--- /dev/null
+++ b/analysis/asker-tests-25mm/ADXL25.TXT
@@ -0,0 +1,6002 @@
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diff --git a/analysis/asker-tests-25mm/ADXL26.TXT b/analysis/asker-tests-25mm/ADXL26.TXT
new file mode 100755
index 0000000..da467f4
--- /dev/null
+++ b/analysis/asker-tests-25mm/ADXL26.TXT
@@ -0,0 +1,6002 @@
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diff --git a/analysis/asker-tests-25mm/ADXL27.TXT b/analysis/asker-tests-25mm/ADXL27.TXT
new file mode 100755
index 0000000..3f65141
--- /dev/null
+++ b/analysis/asker-tests-25mm/ADXL27.TXT
@@ -0,0 +1,6002 @@
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diff --git a/analysis/asker-tests-25mm/ADXL28.TXT b/analysis/asker-tests-25mm/ADXL28.TXT
new file mode 100755
index 0000000..9987580
--- /dev/null
+++ b/analysis/asker-tests-25mm/ADXL28.TXT
@@ -0,0 +1,6002 @@
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diff --git a/analysis/img/asker-energies.png b/analysis/img/asker-energies.png
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diff --git a/analysis/impact-testing.ipynb b/analysis/impact-testing.ipynb
new file mode 100644
index 0000000..3119bb1
--- /dev/null
+++ b/analysis/impact-testing.ipynb
@@ -0,0 +1,650 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 279,
+   "metadata": {
+    "collapsed": false
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Populating the interactive namespace from numpy and matplotlib\n"
+     ]
+    }
+   ],
+   "source": [
+    "from __future__ import division\n",
+    "from numpy import *\n",
+    "%pylab inline\n",
+    "style.use('bmh')\n",
+    "bmhcols=['#348ABD', '#A60628', '#7A68A6', '#467821', '#D55E00', '#CC79A7', '#56B4E9', '#009E73', '#F0E442', '#0072B2']"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 422,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [],
+   "source": [
+    "def smooth(x,window_len=11,window='hanning'):\n",
+    "    #smooth the data using a window with requested size.\n",
+    "    if window_len<3:\n",
+    "        return x\n",
+    "    if not window in ['flat', 'hanning', 'hamming', 'bartlett', 'blackman']:\n",
+    "        raise ValueError, \"Window is on of 'flat', 'hanning', 'hamming', 'bartlett', 'blackman'\"\n",
+    "    s=numpy.r_[x[window_len-1:0:-1],x,x[-1:-window_len:-1]]\n",
+    "    if window == 'flat': #moving average\n",
+    "        w=numpy.ones(window_len,'d')\n",
+    "    else:\n",
+    "        w=eval('numpy.'+window+'(window_len)')\n",
+    "    y=numpy.convolve(w/w.sum(),s,mode='valid')\n",
+    "    return y[(window_len/2):-(window_len/2)] #y"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 435,
+   "metadata": {
+    "collapsed": false
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/usr/local/lib/python2.7/site-packages/ipykernel/__main__.py:13: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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SnZ3N6NGjmTVrFoWFhV3ZdImASI8dLyltTqBSEtJblTVNhuHU+yKi15XWdE+A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\nc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