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14 <a href=
"https://people.skolelinux.org/pere/blog/">Petter Reinholdtsen
</a>
21 <h3>Entries tagged "linuxcnc".
</h3>
25 <a href=
"https://people.skolelinux.org/pere/blog/The_2023_LinuxCNC_Norwegian_developer_gathering.html">The
2023 LinuxCNC Norwegian developer gathering
</a>
31 <p>The LinuxCNC project is making headway these days. A lot of
32 patches and issues have seen activity on
33 <a href=
"https://github.com/LinuxCNC/linuxcnc/">the project github
34 pages
</a> recently. A few weeks ago there was a developer gathering
35 over at the
<a href=
"https://tormach.com/">Tormach
</a> headquarter in
36 Wisconsin, and now we are planning a new gathering in Norway. If you
37 wonder what LinuxCNC is, lets quote Wikipedia:
</p>
40 "LinuxCNC is a software system for numerical control of
41 machines such as milling machines, lathes, plasma cutters, routers,
42 cutting machines, robots and hexapods. It can control up to
9 axes or
43 joints of a CNC machine using G-code (RS-
274NGC) as input. It has
44 several GUIs suited to specific kinds of usage (touch screen,
45 interactive development)."
48 <p>The Norwegian developer gathering take place the weekend June
16th
49 to
18th this year, and is open for everyone interested in contributing
50 to LinuxCNC. Up to date information about the gathering can be found
52 <a href=
"https://sourceforge.net/p/emc/mailman/emc-developers/thread/sa64jp06nob.fsf%40hjemme.reinholdtsen.name/#msg37837251">the
53 developer mailing list thread
</a> where the gathering was announced.
54 Thanks to the good people at
55 <a href=
"https://www.debian.org/">Debian
</a>,
56 <a href=
"https://www.redpill-linpro.com/">Redpill-Linpro
</a> and
57 <a href=
"https://www.nuugfoundation.no/no/">NUUG Foundation
</a>, we
58 have enough sponsor funds to pay for food, and shelter for the people
59 traveling from afar to join us. If you would like to join the
60 gathering, get in touch.
</p>
62 <p>As usual, if you use Bitcoin and want to show your support of my
63 activities, please send Bitcoin donations to my address
64 <b><a href=
"bitcoin:15oWEoG9dUPovwmUL9KWAnYRtNJEkP1u1b">15oWEoG9dUPovwmUL9KWAnYRtNJEkP1u1b
</a></b>.
</p>
70 Tags:
<a href=
"https://people.skolelinux.org/pere/blog/tags/debian">debian
</a>,
<a href=
"https://people.skolelinux.org/pere/blog/tags/english">english
</a>,
<a href=
"https://people.skolelinux.org/pere/blog/tags/linuxcnc">linuxcnc
</a>.
75 <div class=
"padding"></div>
79 <a href=
"https://people.skolelinux.org/pere/blog/LinuxCNC_MQTT_publisher_component.html">LinuxCNC MQTT publisher component
</a>
85 <p>I watched
<a href=
"https://yewtu.be/watch?v=jmKUV3aNLjk">a
2015
86 video from Andreas Schiffler
</a> the other day, where he set up
87 <a href=
"https://linuxcnc.org/">LinuxCNC
</a> to send status
88 information to the MQTT broker IBM Bluemix. As I also use MQTT for
89 graphing, it occured to me that a generic MQTT LinuxCNC component
90 would be useful and I set out to implement it. Today I got the first
91 draft limping along and submitted as
92 <a href=
"https://github.com/LinuxCNC/linuxcnc/pull/2253">a patch to the
93 LinuxCNC project
</a>.
</p>
95 <p>The simple part was setting up the MQTT publishing code in Python.
96 I already have set up other parts submitting data to my Mosquito MQTT
97 broker, so I could reuse that code. Writing a LinuxCNC component in
98 Python as new to me, but using existing examples in the code
99 repository and the extensive documentation, this was fairly straight
100 forward. The hardest part was creating a automated test for the
101 component to ensure it was working. Testing it in a simulated
102 LinuxCNC machine proved very useful, as I discovered features I needed
103 that I had not thought of yet, and adjusted the code quite a bit to
104 make it easier to test without a operational MQTT broker
107 <p>The draft is ready and working, but I am unsure which LinuxCNC HAL
108 pins I should collect and publish by default (in other words, the
109 default set of information pieces published), and how to get the
110 machine name from the LinuxCNC INI file. The latter is a minor
111 detail, but I expect it would be useful in a setup with several
112 machines available. I am hoping for feedback from the experienced
113 LinuxCNC developers and users, to make the component even better
114 before it can go into the mainland LinuxCNC code base.
</p>
116 <p>Since I started on the MQTT component, I came across
117 <a href=
"https://yewtu.be/watch?v=Bqa2grG0XtA">another video from Kent
118 VanderVelden
</a> where he combine LinuxCNC with a set of screen glasses
119 controlled by a Raspberry Pi, and it occured to me that it would
120 be useful for such use cases if LinuxCNC also provided a REST API for
121 querying its status. I hope to start on such component once the MQTT
122 component is working well.
</p>
124 <p>As usual, if you use Bitcoin and want to show your support of my
125 activities, please send Bitcoin donations to my address
126 <b><a href=
"bitcoin:15oWEoG9dUPovwmUL9KWAnYRtNJEkP1u1b">15oWEoG9dUPovwmUL9KWAnYRtNJEkP1u1b
</a></b>.
</p>
132 Tags:
<a href=
"https://people.skolelinux.org/pere/blog/tags/debian">debian
</a>,
<a href=
"https://people.skolelinux.org/pere/blog/tags/english">english
</a>,
<a href=
"https://people.skolelinux.org/pere/blog/tags/linuxcnc">linuxcnc
</a>,
<a href=
"https://people.skolelinux.org/pere/blog/tags/robot">robot
</a>.
137 <div class=
"padding"></div>
141 <a href=
"https://people.skolelinux.org/pere/blog/Automatic_LinuxCNC_servo_PID_tuning_.html">Automatic LinuxCNC servo PID tuning?
</a>
147 <p>While working on a CNC with servo motors controlled by the
148 <a href=
"https://en.wikipedia.org/wiki/LinuxCNC">LinuxCNC
</a>
149 <a href=
"https://en.wikipedia.org/wiki/PID_controller">PID
150 controller
</a>, I recently had to learn how to tune the collection of values
151 that control such mathematical machinery that a PID controller is. It
152 proved to be a lot harder than I hoped, and I still have not succeeded
153 in getting the Z PID controller to successfully defy gravity, nor X
154 and Y to move accurately and reliably. But while climbing up this
155 rather steep learning curve, I discovered that some motor control
156 systems are able to tune their PID controllers. I got the impression
157 from the documentation that LinuxCNC were not. This proved to be not
161 <a href=
"http://linuxcnc.org/docs/html/man/man9/pid.9.html">pid
162 component
</a> is the recommended PID controller to use. It uses eight
163 constants
<tt>Pgain
</tt>,
<tt>Igain
</tt>,
<tt>Dgain
</tt>,
164 <tt>bias
</tt>,
<tt>FF0
</tt>,
<tt>FF1
</tt>,
<tt>FF2
</tt> and
165 <tt>FF3
</tt> to calculate the output value based on current and wanted
166 state, and all of these need to have a sensible value for the
167 controller to behave properly. Note, there are even more values
168 involved, theser are just the most important ones. In my case I need
169 the X, Y and Z axes to follow the requested path with little error.
170 This has proved quite a challenge for someone who have never tuned a
171 PID controller before, but there is at least some help to be found.
173 <p>I discovered that included in LinuxCNC was this old PID component
174 at_pid claiming to have auto tuning capabilities. Sadly it had been
175 neglected since
2011, and could not be used as a plug in replacement
176 for the default pid component. One would have to rewriting the
177 LinuxCNC HAL setup to test at_pid. This was rather sad, when I wanted
178 to quickly test auto tuning to see if it did a better job than me at
179 figuring out good P, I and D values to use.
</p>
181 <p>I decided to have a look if the situation could be improved. This
182 involved trying to understand the code and history of the pid and
183 at_pid components. Apparently they had a common ancestor, as code
184 structure, comments and variable names were quite close to each other.
185 Sadly this was not reflected in the git history, making it hard to
186 figure out what really happened. My guess is that the author of
187 <a href=
"https://github.com/LinuxCNC/linuxcnc/blob/master/src/hal/components/at_pid.c">at_pid.c
</a>
189 <a href=
"https://github.com/LinuxCNC/linuxcnc/blob/master/src/hal/components/pid.c">pid.c
</a>,
190 rewrote it to follow the structure he wished pid.c to have, then added
191 support for auto tuning and finally got it included into the LinuxCNC
192 repository. The restructuring and lack of early history made it
193 harder to figure out which part of the code were relevant to the auto
194 tuning, and which part of the code needed to be updated to work the
195 same way as the current pid.c implementation. I started by trying to
196 isolate relevant changes in pid.c, and applying them to at_pid.c. My
197 aim was to make sure the at_pid component could replace the pid
198 component with a simple change in the HAL setup loadrt line, without
199 having to "rewire" the rest of the HAL configuration. After a few
200 hours following this approach, I had learned quite a lot about the
201 code structure of both components, while concluding I was heading down
202 the wrong rabbit hole, and should get back to the surface and find a
205 <p>For the second attempt, I decided to throw away all the PID control
206 related part of the original at_pid.c, and instead isolate and lift
207 the auto tuning part of the code and inject it into a copy of pid.c.
208 This ensured compatibility with the current pid component, while
209 adding auto tuning as a run time option. To make it easier to identify
210 the relevant parts in the future, I wrapped all the auto tuning code
211 with '#ifdef AUTO_TUNER'. The end result behave just like the current
212 pid component by default, as that part of the code is identical. The
213 <a href=
"https://github.com/LinuxCNC/linuxcnc/pull/1820">end result
214 entered the LinuxCNC master branch
</a> a few days ago.
</p>
216 <p>To enable auto tuning, one need to set a few HAL pins in the PID
217 component. The most important ones are
<tt>tune-effort
</tt>,
218 <tt>tune-mode
</tt> and
<tt>tune-start
</tt>. But lets take a step
219 back, and see what the auto tuning code will do. I do not know the
220 mathematical foundation of the at_pid algorithm, but from observation
221 I can tell that the algorithm will, when enabled, produce a square
222 wave pattern centered around the
<tt>bias
</tt> value on the output pin
223 of the PID controller. This can be seen using the HAL Scope provided
224 by LinuxCNC. In my case, this is translated into voltage (+-
10V) sent
225 to the motor controller, which in turn is translated into motor speed.
226 So at_pid will ask the motor to move the axis back and forth. The
227 number of cycles in the pattern is controlled by the
228 <tt>tune-cycles
</tt> pin, and the extremes of the wave pattern is
229 controlled by the
<tt>tune-effort
</tt> pin. Of course, trying to
230 change the direction of a physical object instantly (as in going
231 directly from a positive voltage to the equivalent negative voltage)
232 do not change velocity instantly, and it take some time for the object
233 to slow down and move in the opposite direction. This result in a
234 more smooth movement wave form, as the axis in question were vibrating
235 back and forth. When the axis reached the target speed in the
236 opposing direction, the auto tuner change direction again. After
237 several of these changes, the average time delay between the 'peaks'
238 and 'valleys' of this movement graph is then used to calculate
239 proposed values for Pgain, Igain and Dgain, and insert them into the
240 HAL model to use by the pid controller. The auto tuned settings are
241 not great, but htye work a lot better than the values I had been able
242 to cook up on my own, at least for the horizontal X and Y axis. But I
243 had to use very small
<tt>tune-effort
<tt> values, as my motor
244 controllers error out if the voltage change too quickly. I've been
245 less lucky with the Z axis, which is moving a heavy object up and
246 down, and seem to confuse the algorithm. The Z axis movement became a
247 lot better when I introduced a
<tt>bias
</tt> value to counter the
248 gravitational drag, but I will have to work a lot more on the Z axis
251 <p>Armed with this knowledge, it is time to look at how to do the
252 tuning. Lets say the HAL configuration in question load the PID
253 component for X, Y and Z like this:
</p>
256 loadrt pid names=pid.x,pid.y,pid.z
259 <p>Armed with the new and improved at_pid component, the new line will
263 loadrt at_pid names=pid.x,pid.y,pid.z
266 <p>The rest of the HAL setup can stay the same. This work because the
267 components are referenced by name. If the component had used count=
3
268 instead, all use of pid.# had to be changed to at_pid.#.
</p>
270 <p>To start tuning the X axis, move the axis to the middle of its
271 range, to make sure it do not hit anything when it start moving back
272 and forth. Next, set the
<tt>tune-effort
</tt> to a low number in the
273 output range. I used
0.1 as my initial value. Next, assign
1 to the
274 <tt>tune-mode
</tt> value. Note, this will disable the pid controlling
275 part and feed
0 to the output pin, which in my case initially caused a
276 lot of drift. In my case it proved to be a good idea with X and Y to
277 tune the motor driver to make sure
0 voltage stopped the motor
278 rotation. On the other hand, for the Z axis this proved to be a bad
279 idea, so it will depend on your setup. It might help to set the
280 <tt>bias
</tt> value to a output value that reduce or eliminate the
281 axis drift. Finally, after setting
<tt>tune-mode
</tt>, set
282 <tt>tune-start
</tt> to
1 to activate the auto tuning. If all go well,
283 your axis will vibrate for a few seconds and when it is done, new
284 values for Pgain, Igain and Dgain will be active. To test them,
285 change
<tt>tune-mode
</tt> back to
0. Note that this might cause the
286 machine to suddenly jerk as it bring the axis back to its commanded
287 position, which it might have drifted away from during tuning. To
288 summarize with some halcmd lines:
</p>
291 setp pid.x.tune-effort
0.1
292 setp pid.x.tune-mode
1
293 setp pid.x.tune-start
1
294 # wait for the tuning to complete
295 setp pid.x.tune-mode
0
298 <p>After doing this task quite a few times while trying to figure out
299 how to properly tune the PID controllers on the machine in, I decided
300 to figure out if this process could be automated, and wrote a script
301 to do the entire tuning process from power on. The end result will
302 ensure the machine is powered on and ready to run, home all axis if it
303 is not already done, check that the extra tuning pins are available,
304 move the axis to its mid point, run the auto tuning and re-enable the
305 pid controller when it is done. It can be run several times. Check
307 <a href=
"https://github.com/SebKuzminsky/MazakVQC1540/blob/bon-dev/scripts/run-auto-pid-tuner">run-auto-pid-tuner
</a>
308 script on github if you want to learn how it is done.
</p>
310 <p>My hope is that this little adventure can inspire someone who know
311 more about motor PID controller tuning can implement even better
312 algorithms for automatic PID tuning in LinuxCNC, making life easier
313 for both me and all the others that want to use LinuxCNC but lack the
314 in depth knowledge needed to tune PID controllers well.
</p>
316 <p>As usual, if you use Bitcoin and want to show your support of my
317 activities, please send Bitcoin donations to my address
318 <b><a href=
"bitcoin:15oWEoG9dUPovwmUL9KWAnYRtNJEkP1u1b">15oWEoG9dUPovwmUL9KWAnYRtNJEkP1u1b
</a></b>.
</p>
324 Tags:
<a href=
"https://people.skolelinux.org/pere/blog/tags/3d-printer">3d-printer
</a>,
<a href=
"https://people.skolelinux.org/pere/blog/tags/debian">debian
</a>,
<a href=
"https://people.skolelinux.org/pere/blog/tags/english">english
</a>,
<a href=
"https://people.skolelinux.org/pere/blog/tags/linuxcnc">linuxcnc
</a>,
<a href=
"https://people.skolelinux.org/pere/blog/tags/robot">robot
</a>.
329 <div class=
"padding"></div>
333 <a href=
"https://people.skolelinux.org/pere/blog/LinuxCNC_translators_life_just_got_a_bit_easier.html">LinuxCNC translators life just got a bit easier
</a>
339 <p>Back in oktober last year, when I started looking at the
340 <a href=
"https://en.wikipedia.org/wiki/LinuxCNC">LinuxCNC
</a> system, I
341 proposed to change the documentation build system make life easier for
342 translators. The original system consisted of independently written
343 documentation files for each language, with no automated way to track
344 changes done in other translations and no help for the translators to
345 know how much was left to translated. By using
346 <a href=
"https://po4a.org/">the po4a system
</a> to generate POT and PO
347 files from the English documentation, this can be improved. A small
348 team of LinuxCNC contributors got together and today our labour
349 finally payed off. Since a few hours ago, it is now possible to
350 translate
<a href=
"https://hosted.weblate.org/projects/linuxcnc/">the
351 LinuxCNC documentation on Weblate
</a>, alongside the program itself.
</p>
353 <p>The effort to migrate the documentation to use po4a has been both
354 slow and frustrating. I am very happy we finally made it.
</p>
356 <p>As usual, if you use Bitcoin and want to show your support of my
357 activities, please send Bitcoin donations to my address
358 <b><a href=
"bitcoin:15oWEoG9dUPovwmUL9KWAnYRtNJEkP1u1b">15oWEoG9dUPovwmUL9KWAnYRtNJEkP1u1b
</a></b>.
</p>
364 Tags:
<a href=
"https://people.skolelinux.org/pere/blog/tags/3d-printer">3d-printer
</a>,
<a href=
"https://people.skolelinux.org/pere/blog/tags/debian">debian
</a>,
<a href=
"https://people.skolelinux.org/pere/blog/tags/english">english
</a>,
<a href=
"https://people.skolelinux.org/pere/blog/tags/linuxcnc">linuxcnc
</a>,
<a href=
"https://people.skolelinux.org/pere/blog/tags/robot">robot
</a>.
369 <div class=
"padding"></div>
373 <a href=
"https://people.skolelinux.org/pere/blog/Run_your_industrial_metal_working_machine_using_Debian_.html">Run your industrial metal working machine using Debian?
</a>
379 <p>After many months of hard work by the good people involved in
380 <a href=
"https://en.wikipedia.org/wiki/LinuxCNC">LinuxCNC
</a>, the
381 system was accepted Sunday
382 <a href=
"https://tracker.debian.org/pkg/linuxcnc">into Debian
</a>.
383 Once it was available from Debian, I was surprised to discover from
384 <a href=
"https://qa.debian.org/popcon.php?package=linuxcnc">its
385 popularity-contest numbers
</a> that people have been reporting its use
386 since
2012.
<a href=
"http://linuxcnc.org/">Its project site
</a> might
387 be a good place to check out, but sadly is not working when visiting
390 <p>But what is LinuxCNC, you are probably wondering? Perhaps a
391 Wikipedia quote is in place?
</p>
394 "LinuxCNC is a software system for numerical control of
395 machines such as milling machines, lathes, plasma cutters, routers,
396 cutting machines, robots and hexapods. It can control up to
9 axes or
397 joints of a CNC machine using G-code (RS-
274NGC) as input. It has
398 several GUIs suited to specific kinds of usage (touch screen,
399 interactive development)."
402 <p>It can even control
3D printers. And even though the Wikipedia
403 page indicate that it can only work with hard real time kernel
404 features, it can also work with the user space soft real time features
405 provided by the Debian kernel.
406 <a href=
"https://github.com/linuxcnc/linuxcnc">The source code
</a> is
407 available from Github. The last few months I've been involved in the
408 translation setup for the program and documentation. Translators are
410 <a href=
"https://hosted.weblate.org/engage/linuxcnc/">join the
411 effort
</a> using Weblate.
</p>
413 <p>As usual, if you use Bitcoin and want to show your support of my
414 activities, please send Bitcoin donations to my address
415 <b><a href=
"bitcoin:15oWEoG9dUPovwmUL9KWAnYRtNJEkP1u1b">15oWEoG9dUPovwmUL9KWAnYRtNJEkP1u1b
</a></b>.
</p>
421 Tags:
<a href=
"https://people.skolelinux.org/pere/blog/tags/3d-printer">3d-printer
</a>,
<a href=
"https://people.skolelinux.org/pere/blog/tags/debian">debian
</a>,
<a href=
"https://people.skolelinux.org/pere/blog/tags/english">english
</a>,
<a href=
"https://people.skolelinux.org/pere/blog/tags/linuxcnc">linuxcnc
</a>,
<a href=
"https://people.skolelinux.org/pere/blog/tags/robot">robot
</a>.
426 <div class=
"padding"></div>
428 <p style=
"text-align: right;"><a href=
"linuxcnc.rss"><img src=
"https://people.skolelinux.org/pere/blog/xml.gif" alt=
"RSS Feed" width=
"36" height=
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"https://people.skolelinux.org/pere/blog/archive/2021/07/">July (
3)
</a></li>
502 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2021/08/">August (
1)
</a></li>
504 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2021/09/">September (
1)
</a></li>
506 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2021/10/">October (
1)
</a></li>
508 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2021/12/">December (
1)
</a></li>
515 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2020/02/">February (
2)
</a></li>
517 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2020/03/">March (
2)
</a></li>
519 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2020/04/">April (
2)
</a></li>
521 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2020/05/">May (
3)
</a></li>
523 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2020/06/">June (
2)
</a></li>
525 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2020/07/">July (
1)
</a></li>
527 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2020/09/">September (
1)
</a></li>
529 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2020/10/">October (
1)
</a></li>
531 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2020/11/">November (
1)
</a></li>
538 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2019/01/">January (
4)
</a></li>
540 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2019/02/">February (
3)
</a></li>
542 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2019/03/">March (
3)
</a></li>
544 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2019/05/">May (
2)
</a></li>
546 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2019/06/">June (
5)
</a></li>
548 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2019/07/">July (
2)
</a></li>
550 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2019/08/">August (
1)
</a></li>
552 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2019/09/">September (
1)
</a></li>
554 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2019/11/">November (
1)
</a></li>
556 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2019/12/">December (
4)
</a></li>
563 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2018/01/">January (
1)
</a></li>
565 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2018/02/">February (
5)
</a></li>
567 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2018/03/">March (
5)
</a></li>
569 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2018/04/">April (
3)
</a></li>
571 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2018/06/">June (
2)
</a></li>
573 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2018/07/">July (
5)
</a></li>
575 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2018/08/">August (
3)
</a></li>
577 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2018/09/">September (
3)
</a></li>
579 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2018/10/">October (
5)
</a></li>
581 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2018/11/">November (
2)
</a></li>
583 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2018/12/">December (
4)
</a></li>
590 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2017/01/">January (
4)
</a></li>
592 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2017/02/">February (
3)
</a></li>
594 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2017/03/">March (
5)
</a></li>
596 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2017/04/">April (
2)
</a></li>
598 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2017/06/">June (
5)
</a></li>
600 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2017/07/">July (
1)
</a></li>
602 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2017/08/">August (
1)
</a></li>
604 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2017/09/">September (
3)
</a></li>
606 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2017/10/">October (
5)
</a></li>
608 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2017/11/">November (
3)
</a></li>
610 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2017/12/">December (
4)
</a></li>
617 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2016/01/">January (
3)
</a></li>
619 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2016/02/">February (
2)
</a></li>
621 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2016/03/">March (
3)
</a></li>
623 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2016/04/">April (
8)
</a></li>
625 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2016/05/">May (
8)
</a></li>
627 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2016/06/">June (
2)
</a></li>
629 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2016/07/">July (
2)
</a></li>
631 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2016/08/">August (
5)
</a></li>
633 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2016/09/">September (
2)
</a></li>
635 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2016/10/">October (
3)
</a></li>
637 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2016/11/">November (
8)
</a></li>
639 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2016/12/">December (
5)
</a></li>
646 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2015/01/">January (
7)
</a></li>
648 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2015/02/">February (
6)
</a></li>
650 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2015/03/">March (
1)
</a></li>
652 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2015/04/">April (
4)
</a></li>
654 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2015/05/">May (
3)
</a></li>
656 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2015/06/">June (
4)
</a></li>
658 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2015/07/">July (
6)
</a></li>
660 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2015/08/">August (
2)
</a></li>
662 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2015/09/">September (
2)
</a></li>
664 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2015/10/">October (
9)
</a></li>
666 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2015/11/">November (
6)
</a></li>
668 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2015/12/">December (
3)
</a></li>
675 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2014/01/">January (
2)
</a></li>
677 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2014/02/">February (
3)
</a></li>
679 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2014/03/">March (
8)
</a></li>
681 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2014/04/">April (
7)
</a></li>
683 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2014/05/">May (
1)
</a></li>
685 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2014/06/">June (
2)
</a></li>
687 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2014/07/">July (
2)
</a></li>
689 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2014/08/">August (
2)
</a></li>
691 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2014/09/">September (
5)
</a></li>
693 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2014/10/">October (
6)
</a></li>
695 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2014/11/">November (
3)
</a></li>
697 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2014/12/">December (
5)
</a></li>
704 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2013/01/">January (
11)
</a></li>
706 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2013/02/">February (
9)
</a></li>
708 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2013/03/">March (
9)
</a></li>
710 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2013/04/">April (
6)
</a></li>
712 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2013/05/">May (
9)
</a></li>
714 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2013/06/">June (
10)
</a></li>
716 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2013/07/">July (
7)
</a></li>
718 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2013/08/">August (
3)
</a></li>
720 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2013/09/">September (
5)
</a></li>
722 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2013/10/">October (
7)
</a></li>
724 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2013/11/">November (
9)
</a></li>
726 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2013/12/">December (
3)
</a></li>
733 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2012/01/">January (
7)
</a></li>
735 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2012/02/">February (
10)
</a></li>
737 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2012/03/">March (
17)
</a></li>
739 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2012/04/">April (
12)
</a></li>
741 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2012/05/">May (
12)
</a></li>
743 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2012/06/">June (
20)
</a></li>
745 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2012/07/">July (
17)
</a></li>
747 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2012/08/">August (
6)
</a></li>
749 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2012/09/">September (
9)
</a></li>
751 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2012/10/">October (
17)
</a></li>
753 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2012/11/">November (
10)
</a></li>
755 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2012/12/">December (
7)
</a></li>
762 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2011/01/">January (
16)
</a></li>
764 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2011/02/">February (
6)
</a></li>
766 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2011/03/">March (
6)
</a></li>
768 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2011/04/">April (
7)
</a></li>
770 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2011/05/">May (
3)
</a></li>
772 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2011/06/">June (
2)
</a></li>
774 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2011/07/">July (
7)
</a></li>
776 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2011/08/">August (
6)
</a></li>
778 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2011/09/">September (
4)
</a></li>
780 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2011/10/">October (
2)
</a></li>
782 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2011/11/">November (
3)
</a></li>
784 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2011/12/">December (
1)
</a></li>
791 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2010/01/">January (
2)
</a></li>
793 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2010/02/">February (
1)
</a></li>
795 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2010/03/">March (
3)
</a></li>
797 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2010/04/">April (
3)
</a></li>
799 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2010/05/">May (
9)
</a></li>
801 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2010/06/">June (
14)
</a></li>
803 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2010/07/">July (
12)
</a></li>
805 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2010/08/">August (
13)
</a></li>
807 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2010/09/">September (
7)
</a></li>
809 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2010/10/">October (
9)
</a></li>
811 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2010/11/">November (
13)
</a></li>
813 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2010/12/">December (
12)
</a></li>
820 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2009/01/">January (
8)
</a></li>
822 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2009/02/">February (
8)
</a></li>
824 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2009/03/">March (
12)
</a></li>
826 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2009/04/">April (
10)
</a></li>
828 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2009/05/">May (
9)
</a></li>
830 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2009/06/">June (
3)
</a></li>
832 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2009/07/">July (
4)
</a></li>
834 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2009/08/">August (
3)
</a></li>
836 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2009/09/">September (
1)
</a></li>
838 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2009/10/">October (
2)
</a></li>
840 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2009/11/">November (
3)
</a></li>
842 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2009/12/">December (
3)
</a></li>
849 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2008/11/">November (
5)
</a></li>
851 <li><a href=
"https://people.skolelinux.org/pere/blog/archive/2008/12/">December (
7)
</a></li>
862 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/3d-printer">3d-printer (
19)
</a></li>
864 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/amiga">amiga (
1)
</a></li>
866 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/aros">aros (
1)
</a></li>
868 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/bankid">bankid (
4)
</a></li>
870 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/betalkontant">betalkontant (
9)
</a></li>
872 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/bitcoin">bitcoin (
12)
</a></li>
874 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/bootsystem">bootsystem (
17)
</a></li>
876 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/bsa">bsa (
2)
</a></li>
878 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/chrpath">chrpath (
3)
</a></li>
880 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/debian">debian (
197)
</a></li>
882 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/debian edu">debian edu (
159)
</a></li>
884 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/debian-handbook">debian-handbook (
9)
</a></li>
886 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/digistan">digistan (
11)
</a></li>
888 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/dld">dld (
18)
</a></li>
890 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/docbook">docbook (
32)
</a></li>
892 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/drivstoffpriser">drivstoffpriser (
4)
</a></li>
894 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/english">english (
456)
</a></li>
896 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/fiksgatami">fiksgatami (
23)
</a></li>
898 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/fildeling">fildeling (
14)
</a></li>
900 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/freeculture">freeculture (
34)
</a></li>
902 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/freedombox">freedombox (
9)
</a></li>
904 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/frikanalen">frikanalen (
20)
</a></li>
906 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/h264">h264 (
20)
</a></li>
908 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/intervju">intervju (
43)
</a></li>
910 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/isenkram">isenkram (
16)
</a></li>
912 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/kart">kart (
23)
</a></li>
914 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/kodi">kodi (
6)
</a></li>
916 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/ldap">ldap (
9)
</a></li>
918 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/lego">lego (
5)
</a></li>
920 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/lenker">lenker (
8)
</a></li>
922 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/linuxcnc">linuxcnc (
5)
</a></li>
924 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/lsdvd">lsdvd (
2)
</a></li>
926 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/ltsp">ltsp (
1)
</a></li>
928 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/madewithcc">madewithcc (
3)
</a></li>
930 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/mesh network">mesh network (
8)
</a></li>
932 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/multimedia">multimedia (
46)
</a></li>
934 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/nice free software">nice free software (
15)
</a></li>
936 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/noark5">noark5 (
24)
</a></li>
938 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/norsk">norsk (
323)
</a></li>
940 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/nuug">nuug (
198)
</a></li>
942 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/offentlig innsyn">offentlig innsyn (
40)
</a></li>
944 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/open311">open311 (
2)
</a></li>
946 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/opensnitch">opensnitch (
4)
</a></li>
948 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/opphavsrett">opphavsrett (
76)
</a></li>
950 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/personvern">personvern (
114)
</a></li>
952 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/raid">raid (
2)
</a></li>
954 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/reactos">reactos (
1)
</a></li>
956 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/reprap">reprap (
11)
</a></li>
958 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/rfid">rfid (
3)
</a></li>
960 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/robot">robot (
17)
</a></li>
962 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/rss">rss (
1)
</a></li>
964 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/ruter">ruter (
7)
</a></li>
966 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/scraperwiki">scraperwiki (
2)
</a></li>
968 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/sikkerhet">sikkerhet (
60)
</a></li>
970 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/sitesummary">sitesummary (
4)
</a></li>
972 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/skepsis">skepsis (
5)
</a></li>
974 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/standard">standard (
75)
</a></li>
976 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/stavekontroll">stavekontroll (
7)
</a></li>
978 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/stortinget">stortinget (
14)
</a></li>
980 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/surveillance">surveillance (
65)
</a></li>
982 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/sysadmin">sysadmin (
5)
</a></li>
984 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/usenix">usenix (
2)
</a></li>
986 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/valg">valg (
9)
</a></li>
988 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/verkidetfri">verkidetfri (
22)
</a></li>
990 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/video">video (
80)
</a></li>
992 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/vitenskap">vitenskap (
4)
</a></li>
994 <li><a href=
"https://people.skolelinux.org/pere/blog/tags/web">web (
42)
</a></li>
1000 <p style=
"text-align: right">
1001 Created by
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