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<name xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Collocated / Noncollocated Control of 2DOF Rectilinear System</name>
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      <md:author xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" id="Robert_Bishop">
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      <md:surname xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Bishop</md:surname>
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      <md:firstname xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Erik</md:firstname>
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      <md:surname xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Luther</md:surname>
      <md:email xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">erik.luther@ni.com</md:email>
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      <md:firstname xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Paul</md:firstname>
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  <md:abstract xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">The objective of this lab is to implement a PD controller for a 2DOF system with an oscillatory mode.  Students will gain a better understanding of the limitations of PD/PID control for higher order systems.  Students will design, simulate, and implement a non-collocated controller with multiple feedback loops to acquire an acceptable response for the system.  The controller will be designed and implemented in LabVIEW using the Simulation Module and Control Design Toolkit.</md:abstract>
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<content xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">
<section xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" id="id48522214">
<name xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Collocated / Noncollocated Control of 2DOF Rectilinear
System</name>
<section xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" id="id47871167">
<name xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Objectives</name>
<list xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" type="bulleted" id="id31644834">
<item xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Implement a PD controller for a 2DOF system with a
oscillatory mode.</item>
<item xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Understand the limitations of PD/PID control for higher order
systems.</item>
<item xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Design, simulate, and implement a noncollocated controller
with multiple feedback loops to acquire an acceptable response for
the system.</item>
</list>
</section>
<section xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" id="id47894200">
<name xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Pre-Lab</name>
<list xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" type="enumerated" id="id47651506">
<item xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Consider the system shown below. Both mass carriages are
loaded with four <m:math>
    <m:mn>0.5</m:mn>
    <m:mrow>
      <m:mi>k</m:mi>
      <m:mi>g</m:mi>
    </m:mrow>
  </m:math> brass weights and the medium stiffness
spring is connecting them.<figure xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" id="element-141">
<media xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" type="image/jpg" src="plant.jpg"/>
<caption xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">2DOF Plant Configuration</caption></figure>
Derive the equations of motion for this system and rewrite them so that
the control effort is   <m:math>
    <m:mi>u</m:mi>
    <m:mo>⁡</m:mo>
    <m:mfenced>
      <m:mi>t</m:mi>
    </m:mfenced>
  </m:math>
 (DAC counts) and the respective
positions, velocities, and accelerations are:
  <m:math>
    <m:msub>
      <m:mi>x</m:mi>
      <m:mrow>
        <m:mn>1</m:mn>
        <m:mi>e</m:mi>
      </m:mrow>
    </m:msub>
  </m:math>, 
  <m:math>
    <m:msub>
      <m:mover>
        <m:mi>x</m:mi>
        <m:mo>.</m:mo>
      </m:mover>
      <m:mrow>
        <m:mn>1</m:mn>
        <m:mi>e</m:mi>
      </m:mrow>
    </m:msub>
  </m:math>, 
  <m:math>
    <m:msub>
      <m:mover>
        <m:mi>x</m:mi>
        <m:mo>..</m:mo>
      </m:mover>
      <m:mrow>
        <m:mn>1</m:mn>
        <m:mi>e</m:mi>
      </m:mrow>
    </m:msub>
  </m:math>, 
  <m:math>
    <m:msub>
      <m:mi>x</m:mi>
      <m:mrow>
        <m:mn>2</m:mn>
        <m:mi>e</m:mi>
      </m:mrow>
    </m:msub>
  </m:math>, 
  <m:math>
    <m:msub>
      <m:mover>
        <m:mi>x</m:mi>
        <m:mo>.</m:mo>
      </m:mover>
      <m:mrow>
        <m:mn>2</m:mn>
        <m:mi>e</m:mi>
      </m:mrow>
    </m:msub>
  </m:math>, 
  <m:math>
    <m:msub>
      <m:mover>
        <m:mi>x</m:mi>
        <m:mo>..</m:mo>
      </m:mover>
      <m:mrow>
        <m:mn>2</m:mn>
        <m:mi>e</m:mi>
      </m:mrow>
    </m:msub>
  </m:math>
</item>


<item xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">From your EOM derive the appropriate transfer function
numerator and denominator polynomials   <m:math>
    <m:msub>
      <m:mi>N</m:mi>
      <m:mn>1</m:mn>
    </m:msub>
    <m:mfenced>
      <m:mi>s</m:mi>
    </m:mfenced>
  </m:math> ,

  <m:math>
    <m:msub>
      <m:mi>N</m:mi>
      <m:mn>2</m:mn>
    </m:msub>
    <m:mfenced>
      <m:mi>s</m:mi>
    </m:mfenced>
  </m:math> , and 

  <m:math>
    <m:mi>D</m:mi>
    <m:mo>⁡</m:mo>
    <m:mfenced>
      <m:mi>s</m:mi>
    </m:mfenced>
  </m:math>
in the
block diagram below:
<figure xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" id="element-142">
<media xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" type="image/jpg" src="model.jpg"/>
<caption xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">PD + Notch Filter Control</caption></figure>
</item>

<item xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Using root locus techniques, find the rate feedback gain   
  <m:math>
    <m:msub>
      <m:mi>k</m:mi>
      <m:mi>v</m:mi>
    </m:msub>
  </m:math>  that provides satisfactory damping of the complex roots of the
inner loop 
  <m:math>
    <m:msub>
      <m:mi>x</m:mi>
      <m:mn>1</m:mn>
    </m:msub>
    <m:mfenced>
      <m:mi>s</m:mi>
    </m:mfenced>
    <m:mo>/</m:mo>
    <m:msup>
      <m:mi>R</m:mi>
      <m:mo>*</m:mo>
    </m:msup>
    <m:mfenced>
      <m:mi>s</m:mi>
    </m:mfenced>
  </m:math>.</item>

<item xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">With   
  <m:math>
    <m:msub>
      <m:mi>k</m:mi>
      <m:mi>v</m:mi>
    </m:msub>
  </m:math>
 determined, you can now design for the system given
by
 <m:math>
    <m:msup>
      <m:mi>G</m:mi>
      <m:mo>*</m:mo>
    </m:msup>
    <m:mfenced>
      <m:mi>s</m:mi>
    </m:mfenced>
  </m:math>
 in the block diagram. Design a notch filter,   
  <m:math>
    <m:msub>
      <m:mi>G</m:mi>
      <m:mi>n</m:mi>
    </m:msub>
    <m:mfenced>
      <m:mi>s</m:mi>
    </m:mfenced>
    <m:mo>=</m:mo>
    <m:msub>
      <m:mi>N</m:mi>
      <m:mi>n</m:mi>
    </m:msub>
    <m:mfenced>
      <m:mi>s</m:mi>
    </m:mfenced>
    <m:mo>/</m:mo>
    <m:msub>
      <m:mi>D</m:mi>
      <m:mi>n</m:mi>
    </m:msub>
    <m:mfenced>
      <m:mi>s</m:mi>
    </m:mfenced>
  </m:math>
 with two poles at
  <m:math>
    <m:mn>5.0</m:mn>
    <m:mrow>
      <m:mi>H</m:mi>
      <m:mi>z</m:mi>
    </m:mrow>
  </m:math>
 and two additional higher
frequency poles at   
  <m:math>
    <m:mn>8.0</m:mn>
    <m:mrow>
      <m:mi>H</m:mi>
      <m:mi>z</m:mi>
    </m:mrow>
  </m:math>, using   
  <m:math>
    <m:mi>ζ</m:mi>
    <m:mo>=</m:mo>
    <m:msqrt>
      <m:mn>2</m:mn>
    </m:msqrt>
    <m:mo>/</m:mo>
    <m:mn>2</m:mn>
  </m:math>
 for both poles. Place the
zeros of   
  <m:math>
    <m:msub>
      <m:mi>G</m:mi>
      <m:mi>n</m:mi>
    </m:msub>
    <m:mfenced>
      <m:mi>s</m:mi>
    </m:mfenced>
  </m:math>
 such that they cancel the oscillatory poles of
  <m:math>
    <m:msup>
      <m:mi>G</m:mi>
      <m:mo>*</m:mo>
    </m:msup>
    <m:mfenced>
      <m:mi>s</m:mi>
    </m:mfenced>
  </m:math>
. Finally, normalize the notch filter transfer function to
have unity DC gain.</item>
<item xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Write a LabVIEW VI that simulates this plant configuration
with two differentcontrollers. Write your VI so it displays the
response of both mass carriages.
<list xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" type="enumerated" id="id31627000">
<item xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/"><emphasis xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Collocated: </emphasis> Simulate your critically damped PD controller
from Lab #3 where you are feeding back the position of the first
carriage. Use the PD controller with the differentiator in the
inner feedback loop. With these gains, what do you notice about the
behavior of the second mass carriage? Remember to record these
gains so you can implement them in the lab. Now iteratively reduce
the controller gains until you are able to achieve minimal
overshoot for both carriages (try for less than 
  <m:math>
    <m:mn>10</m:mn>
    <m:mo>%</m:mo>
  </m:math>
) with as fast a
response as possible. Again, don't forget to record the
gains.</item>
<item xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/"><emphasis xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Noncollocated:</emphasis> Simulate the controller you designed in steps
3 and 4 above. Find   
  <m:math>
    <m:msub>
      <m:mi>k</m:mi>
      <m:mi>p</m:mi>
    </m:msub>
  </m:math>
and  
  <m:math>
    <m:msub>
      <m:mi>k</m:mi>
      <m:mi>d</m:mi>
    </m:msub>
  </m:math>
to meet rise time and overshoot less
than 
  <m:math>
    <m:mn>0.5</m:mn>
    <m:mi>sec</m:mi>
  </m:math>
and
  <m:math>
    <m:mn>10</m:mn>
    <m:mo>%</m:mo>
  </m:math>
, respectively.</item>
</list></item>
</list>
</section>
<section xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" id="id48515101">
<name xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Lab Procedure</name>
<list xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" type="enumerated" id="id47822156">
<item xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Configure the Model 210 plant for this experiment. Be sure to
check that you are using the medium stiffness spring between the
first and second carriages.</item>
<item xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Code the two controller structures (collocated PD and
noncollocated PD + notch filter) into the LabVIEW control loop.
Again, you can use a case selector to easily switch between the two
algorithms.</item>
<item xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Implement the high-gain controller from step 5.1 of the
pre-lab and perform a 3000 count step and save the plot. Notice the
behavior of the second mass carriage. Gently displace the carriages
and note the relative stiffness of the servo system at the first
mass.</item>
<item xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Now implement the low-gain controller from step 5.1 and
perform a 3000 count step and save the plot. Manually displace the
first and second masses and note their relative stiffness. Are they
generally more or less stiff than for the controller from the step
above? How does the speed compare to the high-gain controller? How
about the steady-state error?</item>
<item xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Now implement your noncollocated PD + notch filter controller
from step 5b of the pre-lab and perform a 3000 count step; save the
plot. From the response plot, determine the rise time and overshoot
of the second mass carriage.</item>
</list>
</section>
<section xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" id="id48497448">
<name xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">7.4 Post-Lab</name>
<list xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" type="enumerated" id="id48499179">
<item xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">What was the predominant behavior of the second mass carriage
with the highgain collocated PD controller? Can you give an
explanation for the difference in the responses of the two masses
in terms of their closed-loop transfer functions?</item>
<item xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">What differences did you observe in the responses between the
low-gain and high-gain collocated PD controllers?</item>
<item xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">What was the rise time and overshoot for your noncollocated
PD + notch filter controller. Was this better or worse than you
were able to achieve with the collocated controllers? How did the
steady-state error of the system for this controller compare to
that of the low-gain collocated PD controller?</item>
</list>
</section>
</section>
</content>
</document>
