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+/BuildGlyph
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+/BuildChar {
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+FontName currentdict end definefont pop
+%!PS-Adobe-3.0 Resource-Font
+%%Title: cmtt10
+%%Copyright: Copyright (C) 1994, Basil K. Malyshev. All Rights Reserved.012BaKoMa Fonts Collection, Level-B.
+%%Creator: Converted from TrueType to type 3 by PPR
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+/BuildGlyph
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+/BuildChar {
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+FontName currentdict end definefont pop
+%!PS-Adobe-3.0 Resource-Font
+%%Title: cmr10
+%%Copyright: Copyright (C) 1994, Basil K. Malyshev. All Rights Reserved.012BaKoMa Fonts Collection, Level-B.
+%%Creator: Converted from TrueType to type 3 by PPR
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diff --git a/data/m02_adccalib_48/processing_adccalib_48.py b/data/m02_adccalib_48/processing_adccalib_48.py
index 3874b36..786cf12 100644
--- a/data/m02_adccalib_48/processing_adccalib_48.py
+++ b/data/m02_adccalib_48/processing_adccalib_48.py
@@ -1,62 +1,64 @@
 #! /usr/bin/python3
 
+import scipy.optimize as opt 
 import numpy as np
 import pandas as pd
 import matplotlib.pyplot as plt
 
-lognum = 2
-
 plt.ioff()
 plt.style.use('bmh')
-plt.figure(figsize=(11.88, 8.4))
-data = pd.read_csv("./log_poticalib_ana_{:02d}.csv".format(lognum))
+fig, axarr = plt.subplots(2,1, sharex='col',figsize=(11.88, 8.4))
+data = pd.read_csv("./adccalib_48.csv")
 
+data['Dv'] = data['v_pit48/v'] - data['v_keith/v']
 print(data)
 
-#plt.errorbar(
-#    data['time'],
-#    data['act_curr_ps'], 
-#    yerr=data['act_curr_ps']*.002, 
-#    label="Spannungsquelle Ausgang",
-#    fmt='.'
-#)
-#plt.errorbar(
-#    data['time'],
-#    data['act_curr_el']-.125, 
-#    label="Elektronische Last Eingang",
-#    fmt='.'
-#)#
-
-data['val_poti'] = data['val_poti'].map(lambda x: int(x, base=16))
-data['r_bcu/kohm'] = 2*4.7+1/(1/data['r_restheo/kohm']+1/75)
-
-data['v_bcutheo/v'] = 0.7+0.7*30.1/(data['r_bcu/kohm']+6.49)
-
-plt.errorbar(
-    data['r_bcu/kohm'],
+axarr[0].errorbar(
     data['v_keith/v'],
-    yerr=data['dv_keith/v'],
-    label="V$_{Keith,IV8A}$",
+    data['v_pit48/v'],
+    yerr=data['dv_pit48/v'],
+    label="V$_{MONITOR\_48V}$",
     fmt='.'
 )
-plt.errorbar(
-    data['r_bcu/kohm'],
-    data['v_pit/v'],
-    yerr=data['dv_pit/v)'],
-    label="V$_{PIT,IV8A}$",
+axarr[0].errorbar(
+    data['v_keith/v'],
+    data['v_ps/v'],
+    yerr=data['dv_ps/v'],
+    label="V$_{PS}$",
     fmt='.'
 )
-plt.plot(
-    data['r_bcu/kohm'],
-    data['v_bcutheo/v'],
-    label="V$_{BCU,O}$"
-)
 
-plt.xlabel('$R_{BCU,Set}$/k$\Omega$')
-plt.ylabel('V$_{1V8A}$/V')
-plt.title("PowerIt Calibration: Analog Potentiometer")
-plt.legend()
+axarr[1].errorbar(
+    data['v_keith/v'],
+    data['Dv'],
+    yerr=data['dv_pit48/v'],
+    label=" absolute Error of ADC",
+    fmt='.'
+)
+
+# fit to abs dist
+linfnc = lambda x,m,c: x*m+c
+
+pfinal, pcov = opt.curve_fit(
+    linfnc,
+    data['v_keith/v'],
+    data['Dv'],
+    p0=(.1,2.6),
+    sigma=[.5 for e in range(data['Dv'].size)]
+)
+
+print( pfinal )
+
+axarr[1].plot(
+    data['v_keith/v'],
+    data['v_keith/v']*pfinal[0]+pfinal[1]
+)
+plt.xlabel('V$_{Keith}$/k$\Omega$')
+axarr[0].set_ylabel('V$_{IN}$/V')
+axarr[0].set_title("PowerIt ADC Calibration: 48V Input")
+axarr[1].set_ylabel('$\Delta$V$_{IN}$ / V')
+axarr[0].legend()
 #-plt.savefig("2kw_direct.png")
 
 plt.tight_layout()
-plt.savefig("adccalib_{:02d}.eps".format(lognum), format='eps', dpi=1000)
+plt.savefig("adccalib_48.eps", format='eps', dpi=1000)
diff --git a/preamble.tex b/preamble.tex
index 23871d1..d49e27f 100644
--- a/preamble.tex
+++ b/preamble.tex
@@ -6,6 +6,10 @@
 \usepackage{xcolor}
 \usepackage{hyperref}
 \usepackage{tcolorbox}
+\usepackage{enumitem,amssymb}
 
 \definecolor{myteal}{HTML}{228c9c}
 %\DeclareTColorBox{blockbox}{ O{width=\textwidth} }{boxrule=0mm, colframe=myteal, valign lower=bottom, on line, lower separated=false, height=.6\textheight, #1} 
+
+\newlist{todolist}{itemize}{2}
+\setlist[todolist]{label=$\square$}
diff --git a/tabs/registerbuffer.tex b/tabs/registerbuffer.tex
index 1a09baf..5fb035a 100644
--- a/tabs/registerbuffer.tex
+++ b/tabs/registerbuffer.tex
@@ -2,30 +2,30 @@
 \begin{figure}
     \centering
     \begin{tabular}{l|l<{\ttfamily} l l l}
-        addr   & name                 & type  & size & perm \\
+        \bfseries{addr} & \bfseries{name}      & \bfseries{type} & \bfseries{size} & \bfseries{perm} \\
         \hline
-        0x00   & onmask               & byte  & 1    & rw\\
-        0x01   & offmask              & byte  & 1    & rw\\
-        0x02   & anapot               & 9bit  & 2    & rw\\
-        0x04   & digipot              & 9bit  & 2    & rw\\
+        0x00            & onmask               & byte            & 1               & rw\\
+        0x01            & offmask              & byte            & 1               & rw\\
+        0x02            & anapot               & 9bit            & 2               & rw\\
+        0x04            & digipot              & 9bit            & 2               & rw\\
         \hline
-        0x06   & TEMP\_SENSOR         & float & 4    & r\\
-        0x0a   & EXT\_AIN             & float & 4    & r\\
-        0x0e   & MONITOR\_48V         & float & 4    & r\\
-        0x12   & MONITOR\_48I         & float & 4    & r\\
-        0x16   & MONITOR\_8VBUS       & float & 4    & r\\
-        0x1a   & MONITOR\_8IBUS       & float & 4    & r\\
-        0x1e   & MONITOR\_8V\_0       & float & 4    & r\\
-        0x22   & MONITOR\_8V\_1       & float & 4    & r\\
-        0x26   & MONITOR\_8V\_2       & float & 4    & r\\
-        0x2a   & MONITOR\_8V\_3       & float & 4    & r\\
-        0x2e   & VDD\_1V8\_ANA        & float & 4    & r\\
-        0x32   & VDD\_1V8\_IOUT\_ANA  & float & 4    & r\\
-        0x36   & VDD\_1V8\_DIGI       & float & 4    & r\\
-        0x3a   & VDD\_1V8\_IOUT\_DIGI & float & 4    & r\\
+        0x06            & TEMP\_SENSOR         & float           & 4               & r\\
+        0x0a            & EXT\_AIN             & float           & 4               & r\\
+        0x0e            & MONITOR\_48V         & float           & 4               & r\\
+        0x12            & MONITOR\_48I         & float           & 4               & r\\
+        0x16            & MONITOR\_8VBUS       & float           & 4               & r\\
+        0x1a            & MONITOR\_8IBUS       & float           & 4               & r\\
+        0x1e            & MONITOR\_8V\_0       & float           & 4               & r\\
+        0x22            & MONITOR\_8V\_1       & float           & 4               & r\\
+        0x26            & MONITOR\_8V\_2       & float           & 4               & r\\
+        0x2a            & MONITOR\_8V\_3       & float           & 4               & r\\
+        0x2e            & VDD\_1V8\_ANA        & float           & 4               & r\\
+        0x32            & VDD\_1V8\_IOUT\_ANA  & float           & 4               & r\\
+        0x36            & VDD\_1V8\_DIGI       & float           & 4               & r\\
+        0x3a            & VDD\_1V8\_IOUT\_DIGI & float           & 4               & r\\
         \hline
-        0x3e   & CommitHash           & float & 4    & s\\
-        0x42   & CommitDirtyFlag      & byte  & 1    & s\\
-        0x43   & STM32UUID            & 96bit & 12   & s\\
+        0x3e            & CommitHash           & float           & 4               & s\\
+        0x42            & CommitDirtyFlag      & byte            & 1               & s\\
+        0x43            & STM32UUID            & 96bit           & 12              & s\\
     \end{tabular}
 \end{figure}
diff --git a/temp_content.tex b/temp_content.tex
index aa08d89..a8120aa 100644
--- a/temp_content.tex
+++ b/temp_content.tex
@@ -1,22 +1,44 @@
 %! TEX root = ./thesis.tex
+\twocolumn
 \chapter{vorläufiger Inhalt}
 \begin{itemize}
-    \item I2C stabil + (Chip ID == PowerIt ID) auslesbar
+    \item I2C stabil
         \begin{itemize}
             \item I2C Umbau, was war, was wird nicht mehr, was bleibt, was wird neu?
-            \item \href{https://techoverflow.net/2015/02/03/reading-the-stm32-unique-device-id-in-c/}{UID auslesen}
+                \begin{todolist}
+                    \item[$\checkmark$] Umbau
+                    \item alt
+                    \item ballast
+                    \item reused
+                    \item neu
+                \end{todolist}
+            \item \href{https://techoverflow.net/2015/02/03/reading-the-stm32-unique-device-id-in-c/}{STM32UUID auslesen}
         \end{itemize}
     \item Messungen kalibrieren
         \begin{itemize}
             \item ADC vs Keithley (Spannugnen) bzw. vs EL (Strom)
+                \begin{todolist}
+                    \item 48V
+                    \item 10V
+                    \item[\checkmark] 1.8V (Fig.\ref{fig::1V8vsR})
+
+                    \item 48I
+                    \item 10I
+                    \item 1.8I
+                \end{todolist}
             \item Kennlinien charakterisieren (woher kommen Fehler? Offset, Gain)
                 \begin{itemize}
                     \item erklaeren der consts im Quellcode der Firmware:
-                        \begin{itemize}
+                        \begin{todolist}
                             \item Messschaltungen der Spannungen und Stroeme
+                                \begin{todolist}
+                                    \item 48V
+                                    \item 10V
+                                    \item 1.8V
+                                \end{todolist}
                             \item Berechnung von 8I
                             \item Umrechnung des Temp sensors
-                        \end{itemize}
+                        \end{todolist}
                     \item Langzeit-Stabilität (\textasciitilde 1 Monat)
                     \item Powerit-zu-Powerit variation $\rightarrow$ woher kommen Kalibrationswerte? (kein ID chips)
                         \begin{itemize}
@@ -38,6 +60,7 @@
             \item Stabilität!
         \end{itemize}
 \end{itemize}
+\onecolumn
 \begin{figure}[b]
     \centering
     %\includegraphics[height=.4\textheight]{data/m02_adccalib_48/i48_adccalib.eps}
@@ -48,5 +71,17 @@
     \centering
     \includegraphics[width=\textwidth]{data/m03_poticalib/adccalib_02.eps}
     \caption{ Kurve der 1.8V Ausgangsspannung in Abhaengigkeit des angelegeten Widerstandes}
-    \label{}
+    \label{fig::1V8vsR}
+\end{figure}
+\begin{figure}[b]
+    \centering
+    \includegraphics[height=.4\textheight]{tikz/mon48v.pdf}
+    \caption{circuit for getting the input voltage}
+    \label{fig::mon48v}
+\end{figure}
+\begin{figure}[b]
+    \centering
+    \includegraphics[height=.4\textheight]{tikz/mon48i.pdf}
+    \caption{circuit for getting the input current}
+    \label{fig::mon48i}
 \end{figure}
diff --git a/thesis.tex b/thesis.tex
index 309b37f..4616820 100644
--- a/thesis.tex
+++ b/thesis.tex
@@ -21,10 +21,10 @@
     \tableofcontents
     \include{./temp_content}
     \include{./tabs/registerbuffer}
-    \include{parts/intro}
-    \include{parts/tasks}
-    \include{parts/theory} 
-    \include{parts/experiments}
-    \include{parts/results}
-    \include{parts/outlook}
+    %\include{parts/intro}
+    %\include{parts/tasks}
+    %\include{parts/theory} 
+    %\include{parts/experiments}
+    %\include{parts/results}
+    %\include{parts/outlook}
 \end{document}
diff --git a/tikz/mon48i.tex b/tikz/mon48i.tex
new file mode 100644
index 0000000..817abd8
--- /dev/null
+++ b/tikz/mon48i.tex
@@ -0,0 +1,39 @@
+\documentclass[]{standalone}
+\input{./tikzpreamble}
+
+\begin{document}
+\begin{circuitikz}[scale=2]
+    \draw[color=black, thick]
+    (1,0) 
+    to [R, text width=1cm, l={R 500$\mu$},f>^=I$_{IN}$,  *-] (1,6)
+    to [short, -o](0,6) node[left] {V$_{IN} = -48V$}
+
+    (1,5.1) node[draw=black, fill=white, regular polygon, regular polygon sides=4] {PowerIt}
+
+    (0,0) node[left]{GND$_{V_{IN}}$} to [short, o-] (1,0)
+
+    (2.1,3) node[fd op amp] (fdoa) {}
+    (fdoa.+) to [short,-*] (1,2)
+    (fdoa.-) to [short,-*] (1,4)
+    (fdoa.down) to (2.06,0)
+    (fdoa.down)+(-.2,-.1) 
+        to (1.86,0)
+        to [short, -*](1,0)
+    (fdoa.up) 
+        to (2.06,6)
+        to [short,-o](6,6) node[right] {$V_{SS} = 3.3V$}
+    (fdoa.up)+(-.2,.1)
+        to (1.86,6)
+        to [short, -*] (2.06,6)
+    
+    (4,3) node[op amp] (oa) {}
+    (fdoa.out -) to (oa.-)
+    (fdoa.out +) to (oa.+)
+
+    (2.06,0) to [short,-o] (6,0) node[right]{GND}
+    (5,0) node[ground]{} node[circ](4.5,0){}
+
+    (oa.out) to [short,-] (5.5,3) node[right,draw=black] {MONITOR\_48I}
+    ; 
+\end{circuitikz}
+\end{document}
diff --git a/tikz/mon48v.tex b/tikz/mon48v.tex
index 39cae61..d374c05 100644
--- a/tikz/mon48v.tex
+++ b/tikz/mon48v.tex
@@ -4,12 +4,12 @@
 \begin{document}
 \begin{circuitikz}[scale=2]
     \draw[color=black, thick]
-    (0,0) node[left]{$V_{SS}=-48V$}
+    (-1,0) node[left]{$V_{IN}=-48V$}
         to [short,o-*] (1.5,0){} % Baseline for connection to ground
     (1,0) 
         to [R, text width=1cm, l={R? 240k}, *-] (1,3)
         to [R, text width=1cm, l={R? 1k}, *-] (1,6)
-        (0,6) to [short, o-] (1,6)
+        (-1,6) node[left]{$GND_{V_{IN}}$} to [short, o-] (1,6)
 
     (2.1,3) node[fd op amp] (fdoa) {}
     (fdoa.+) to (1,3)
@@ -21,7 +21,7 @@
         to [short, -*](.1,6)
     (fdoa.up) 
         to (2.06,6)
-        to (5,6)
+        to [short,-o](6,6) node[right] {$V_{SS} = 3.3V$}
     (fdoa.up)+(-.2,.1)
         to +(-.2,1)
         to [short, -*] +(0,1)
@@ -32,12 +32,8 @@
 
     (2.06,0) to [short,-o] (6,0) node[right]{GND}
     (5,0) node[ground]{} node[circ](4.5,0){}
-    (5,0) 
-        to [R, text width=1cm, l=$R20$ 1k] (5,3)
-        to [R, l=$R21$, *-*] (5,6)
-        to [short, -o](6,6) node[right]{$V_{DD}=3.3 V$}
 
-    % Mosfet Transistors
+    (oa.out) to [short,-] (6,3) node[right,draw=black] {MONITOR\_48V}
     ; 
 \end{circuitikz}
 \end{document}
diff --git a/tikz/tikzpreamble.tex b/tikz/tikzpreamble.tex
index 8a055bc..23f3b30 100644
--- a/tikz/tikzpreamble.tex
+++ b/tikz/tikzpreamble.tex
@@ -1,5 +1,5 @@
 \usepackage{tikz}
-\usetikzlibrary{positioning, shapes, arrows}
+\usetikzlibrary{positioning, shapes, arrows, shapes.geometric}
 \usepackage[siunitx]{circuitikz}
 \usepackage[utf8]{inputenc}
 %\usepackage{cm}