613 lines
19 KiB
HTML
613 lines
19 KiB
HTML
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<!-- 2020-05-25 lun. 11:05 -->
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<title>Amplified Piezoelectric Stack Actuator</title>
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<meta name="author" content="Dehaeze Thomas" />
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<body>
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<div id="org-div-home-and-up">
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<a accesskey="h" href="./index.html"> UP </a>
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<a accesskey="H" href="./index.html"> HOME </a>
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</div><div id="content">
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<h1 class="title">Amplified Piezoelectric Stack Actuator</h1>
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<div id="table-of-contents">
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<h2>Table of Contents</h2>
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<div id="text-table-of-contents">
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<ul>
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<li><a href="#orga1734d6">1. Simplified Model</a>
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<ul>
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<li><a href="#org9543c57">1.1. Parameters</a></li>
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<li><a href="#org20bf7c7">1.2. Identification</a></li>
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<li><a href="#org1f0fec3">1.3. Root Locus</a></li>
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<li><a href="#orgc967e9c">1.4. Analytical Model</a></li>
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<li><a href="#orgb2d3e3a">1.5. Analytical Analysis</a></li>
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</ul>
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</li>
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<li><a href="#org51b7142">2. Rotating X-Y platform</a>
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<ul>
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<li><a href="#orgf847a9d">2.1. Parameters</a></li>
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<li><a href="#orga0c7065">2.2. Identification</a></li>
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<li><a href="#org0815f8b">2.3. Root Locus</a></li>
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<li><a href="#org6964694">2.4. Analysis</a></li>
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</ul>
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</li>
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<li><a href="#org630b8fc">3. Stewart Platform with Amplified Actuators</a>
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<ul>
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<li><a href="#org0b7c221">3.1. Initialization</a></li>
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<li><a href="#orgff8fe24">3.2. Identification</a></li>
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<li><a href="#org58ae516">3.3. Controller Design</a></li>
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<li><a href="#org1c125d1">3.4. Effect of the Low Authority Control on the Primary Plant</a></li>
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<li><a href="#org3afc321">3.5. Effect of the Low Authority Control on the Sensibility to Disturbances</a></li>
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<li><a href="#orgface252">3.6. Optimal Stiffnesses</a></li>
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</ul>
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</li>
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</ul>
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</div>
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</div>
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<p>
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The presented model is based on <a class='org-ref-reference' href="#souleille18_concep_activ_mount_space_applic">souleille18_concep_activ_mount_space_applic</a>.
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</p>
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<p>
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The model represents the amplified piezo APA100M from Cedrat-Technologies (Figure <a href="#org9bfac50">1</a>).
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The parameters are shown in the table below.
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</p>
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<div id="org9bfac50" class="figure">
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<p><img src="./figs/souleille18_model_piezo.png" alt="souleille18_model_piezo.png" />
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</p>
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<p><span class="figure-number">Figure 1: </span>Picture of an APA100M from Cedrat Technologies. Simplified model of a one DoF payload mounted on such isolator</p>
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</div>
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<table border="2" cellspacing="0" cellpadding="6" rules="groups" frame="hsides">
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<caption class="t-above"><span class="table-number">Table 1:</span> Parameters used for the model of the APA 100M</caption>
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<colgroup>
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<col class="org-left" />
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<col class="org-left" />
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<col class="org-left" />
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</colgroup>
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<thead>
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<tr>
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<th scope="col" class="org-left"> </th>
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<th scope="col" class="org-left">Value</th>
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<th scope="col" class="org-left">Meaning</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<td class="org-left">\(m\)</td>
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<td class="org-left">\(1\,[kg]\)</td>
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<td class="org-left">Payload mass</td>
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</tr>
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<tr>
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<td class="org-left">\(k_e\)</td>
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<td class="org-left">\(4.8\,[N/\mu m]\)</td>
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<td class="org-left">Stiffness used to adjust the pole of the isolator</td>
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</tr>
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<tr>
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<td class="org-left">\(k_1\)</td>
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<td class="org-left">\(0.96\,[N/\mu m]\)</td>
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<td class="org-left">Stiffness of the metallic suspension when the stack is removed</td>
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</tr>
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<tr>
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<td class="org-left">\(k_a\)</td>
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<td class="org-left">\(65\,[N/\mu m]\)</td>
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<td class="org-left">Stiffness of the actuator</td>
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</tr>
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<tr>
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<td class="org-left">\(c_1\)</td>
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<td class="org-left">\(10\,[N/(m/s)]\)</td>
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<td class="org-left">Added viscous damping</td>
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</tr>
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</tbody>
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</table>
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<div id="outline-container-orga1734d6" class="outline-2">
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<h2 id="orga1734d6"><span class="section-number-2">1</span> Simplified Model</h2>
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<div class="outline-text-2" id="text-1">
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</div>
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<div id="outline-container-org9543c57" class="outline-3">
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<h3 id="org9543c57"><span class="section-number-3">1.1</span> Parameters</h3>
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<div class="outline-text-3" id="text-1-1">
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<div class="org-src-container">
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<pre class="src src-matlab">m = 1; % [kg]
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ke = 4.8e6; % [N/m]
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ce = 5; % [N/(m/s)]
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me = 0.001; % [kg]
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k1 = 0.96e6; % [N/m]
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c1 = 10; % [N/(m/s)]
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ka = 65e6; % [N/m]
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ca = 5; % [N/(m/s)]
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ma = 0.001; % [kg]
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h = 0.2; % [m]
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</pre>
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</div>
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<p>
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IFF Controller:
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</p>
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<div class="org-src-container">
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<pre class="src src-matlab">Kiff = -8000/s;
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</pre>
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</div>
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</div>
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</div>
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<div id="outline-container-org20bf7c7" class="outline-3">
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<h3 id="org20bf7c7"><span class="section-number-3">1.2</span> Identification</h3>
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<div class="outline-text-3" id="text-1-2">
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<p>
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Identification in open-loop.
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</p>
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<div class="org-src-container">
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<pre class="src src-matlab">%% Name of the Simulink File
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mdl = 'amplified_piezo_model';
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%% Input/Output definition
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clear io; io_i = 1;
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io(io_i) = linio([mdl, '/w'], 1, 'openinput'); io_i = io_i + 1; % Base Motion
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io(io_i) = linio([mdl, '/f'], 1, 'openinput'); io_i = io_i + 1; % Actuator Inputs
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io(io_i) = linio([mdl, '/F'], 1, 'openinput'); io_i = io_i + 1; % External Force
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io(io_i) = linio([mdl, '/Fs'], 3, 'openoutput'); io_i = io_i + 1; % Force Sensors
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io(io_i) = linio([mdl, '/x1'], 1, 'openoutput'); io_i = io_i + 1; % Mass displacement
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G = linearize(mdl, io, 0);
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G.InputName = {'w', 'f', 'F'};
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G.OutputName = {'Fs', 'x1'};
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</pre>
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</div>
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<p>
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Identification in closed-loop.
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</p>
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<div class="org-src-container">
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<pre class="src src-matlab">%% Name of the Simulink File
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mdl = 'amplified_piezo_model';
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%% Input/Output definition
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clear io; io_i = 1;
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io(io_i) = linio([mdl, '/w'], 1, 'input'); io_i = io_i + 1; % Base Motion
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io(io_i) = linio([mdl, '/f'], 1, 'input'); io_i = io_i + 1; % Actuator Inputs
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io(io_i) = linio([mdl, '/F'], 1, 'input'); io_i = io_i + 1; % External Force
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io(io_i) = linio([mdl, '/Fs'], 3, 'output'); io_i = io_i + 1; % Force Sensors
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io(io_i) = linio([mdl, '/x1'], 1, 'output'); io_i = io_i + 1; % Mass displacement
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Giff = linearize(mdl, io, 0);
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Giff.InputName = {'w', 'f', 'F'};
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Giff.OutputName = {'Fs', 'x1'};
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</pre>
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</div>
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<div id="org3c557c6" class="figure">
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<p><img src="figs/amplified_piezo_tf_ol_and_cl.png" alt="amplified_piezo_tf_ol_and_cl.png" />
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</p>
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<p><span class="figure-number">Figure 2: </span>Matrix of transfer functions from input to output in open loop (blue) and closed loop (red)</p>
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</div>
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</div>
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</div>
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<div id="outline-container-org1f0fec3" class="outline-3">
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<h3 id="org1f0fec3"><span class="section-number-3">1.3</span> Root Locus</h3>
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<div class="outline-text-3" id="text-1-3">
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<div id="org6370599" class="figure">
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<p><img src="figs/amplified_piezo_root_locus.png" alt="amplified_piezo_root_locus.png" />
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</p>
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<p><span class="figure-number">Figure 3: </span>Root Locus</p>
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</div>
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</div>
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</div>
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<div id="outline-container-orgc967e9c" class="outline-3">
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<h3 id="orgc967e9c"><span class="section-number-3">1.4</span> Analytical Model</h3>
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<div class="outline-text-3" id="text-1-4">
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<p>
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If we apply the Newton’s second law of motion on the top mass, we obtain:
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\[ ms^2 x_1 = F + k_1 (w - x_1) + k_e (x_e - x_1) \]
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</p>
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<p>
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Then, we can write that the measured force \(F_s\) is equal to:
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\[ F_s = k_a(w - x_e) + f = -k_e (x_1 - x_e) \]
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which gives:
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\[ x_e = \frac{k_a}{k_e + k_a} w + \frac{1}{k_e + k_a} f + \frac{k_e}{k_e + k_a} x_1 \]
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</p>
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<p>
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Re-injecting that into the previous equations gives:
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\[ x_1 = F \frac{1}{ms^2 + k_1 + \frac{k_e k_a}{k_e + k_a}} + w \frac{k_1 + \frac{k_e k_a}{k_e + k_a}}{ms^2 + k_1 + \frac{k_e k_a}{k_e + k_a}} + f \frac{\frac{k_e}{k_e + k_a}}{ms^2 + k_1 + \frac{k_e k_a}{k_e + k_a}} \]
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\[ F_s = - F \frac{\frac{k_e k_a}{k_e + k_a}}{ms^2 + k_1 + \frac{k_e k_a}{k_e + k_a}} + w \frac{k_e k_a}{k_e + k_a} \Big( \frac{ms^2}{ms^2 + k_1 + \frac{k_e k_a}{k_e + k_a}} \Big) - f \frac{k_e}{k_e + k_a} \Big( \frac{ms^2 + k_1}{ms^2 + k_1 + \frac{k_e k_a}{k_e + k_a}} \Big) \]
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</p>
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<div class="org-src-container">
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<pre class="src src-matlab">Ga = 1/(m*s^2 + k1 + ke*ka/(ke + ka)) * ...
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[ 1 , k1 + ke*ka/(ke + ka) , ke/(ke + ka) ;
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-ke*ka/(ke + ka), ke*ka/(ke + ka)*m*s^2 , -ke/(ke+ka)*(m*s^2 + k1)];
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Ga.InputName = {'F', 'w', 'f'};
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Ga.OutputName = {'x1', 'Fs'};
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</pre>
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</div>
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<div id="orgf78178e" class="figure">
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<p><img src="figs/comp_simscape_analytical.png" alt="comp_simscape_analytical.png" />
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</p>
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<p><span class="figure-number">Figure 4: </span>Comparison of the Identified Simscape Dynamics (solid) and the Analytical Model (dashed)</p>
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</div>
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</div>
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</div>
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<div id="outline-container-orgb2d3e3a" class="outline-3">
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<h3 id="orgb2d3e3a"><span class="section-number-3">1.5</span> Analytical Analysis</h3>
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<div class="outline-text-3" id="text-1-5">
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<p>
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For Integral Force Feedback Control, the plant is:
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\[ \frac{F_s}{f} = \frac{k_e}{k_e + k_a} \Big( \frac{ms^2 + k_1}{ms^2 + k_1 + \frac{k_e k_a}{k_e + k_a}} \Big) \]
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</p>
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<p>
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As high frequency, this converge to:
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\[ \frac{F_s}{f} \underset{\omega\to\infty}{\longrightarrow} \frac{k_e}{k_e + k_a} \]
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And at low frequency:
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\[ \frac{F_s}{f} \underset{\omega\to 0}{\longrightarrow} \frac{k_e}{k_e + k_a} \frac{k_1}{k_1 + \frac{k_e k_a}{k_e + k_a}} \]
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</p>
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<p>
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It has two complex conjugate zeros at:
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\[ z = \pm j \sqrt{\frac{k_1}{m}} \]
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And two complex conjugate poles at:
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\[ p = \pm j \sqrt{\frac{k_1 + \frac{k_e k_a}{k_e + k_a}}{m}} \]
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</p>
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<p>
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If maximal damping is to be attained with IFF, the distance between the zero and the pole is to be maximized.
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Thus, we wish to maximize \(p/z\), which is equivalent as to minimize \(k_1\) and have \(k_e \approx k_a\) (supposing \(k_e + k_a \approx \text{cst}\)).
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</p>
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</div>
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</div>
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</div>
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<div id="outline-container-org51b7142" class="outline-2">
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<h2 id="org51b7142"><span class="section-number-2">2</span> Rotating X-Y platform</h2>
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<div class="outline-text-2" id="text-2">
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</div>
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<div id="outline-container-orgf847a9d" class="outline-3">
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<h3 id="orgf847a9d"><span class="section-number-3">2.1</span> Parameters</h3>
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<div class="outline-text-3" id="text-2-1">
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<div class="org-src-container">
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<pre class="src src-matlab">m = 1; % [kg]
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ke = 4.8e6; % [N/m]
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ce = 5; % [N/(m/s)]
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me = 0.001; % [kg]
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k1 = 0.96e6; % [N/m]
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c1 = 10; % [N/(m/s)]
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ka = 65e6; % [N/m]
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ca = 5; % [N/(m/s)]
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ma = 0.001; % [kg]
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h = 0.2; % [m]
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</pre>
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</div>
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<div class="org-src-container">
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<pre class="src src-matlab">Kiff = tf(0);
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</pre>
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</div>
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</div>
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</div>
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<div id="outline-container-orga0c7065" class="outline-3">
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<h3 id="orga0c7065"><span class="section-number-3">2.2</span> Identification</h3>
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<div class="outline-text-3" id="text-2-2">
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<p>
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Rotating speed in rad/s:
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</p>
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<div class="org-src-container">
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<pre class="src src-matlab">Ws = 2*pi*[0, 1, 10, 100];
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</pre>
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</div>
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<div class="org-src-container">
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<pre class="src src-matlab">Gs = {zeros(length(Ws), 1)};
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</pre>
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</div>
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<p>
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Identification in open-loop.
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</p>
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<div class="org-src-container">
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<pre class="src src-matlab">%% Name of the Simulink File
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mdl = 'amplified_piezo_xy_rotating_stage';
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%% Input/Output definition
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clear io; io_i = 1;
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io(io_i) = linio([mdl, '/fx'], 1, 'openinput'); io_i = io_i + 1;
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io(io_i) = linio([mdl, '/fy'], 1, 'openinput'); io_i = io_i + 1;
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io(io_i) = linio([mdl, '/Fs'], 1, 'openoutput'); io_i = io_i + 1;
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io(io_i) = linio([mdl, '/Fs'], 2, 'openoutput'); io_i = io_i + 1;
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for i = 1:length(Ws)
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ws = Ws(i);
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G = linearize(mdl, io, 0);
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G.InputName = {'fx', 'fy'};
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G.OutputName = {'Fsx', 'Fsy'};
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Gs(i) = {G};
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end
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</pre>
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</div>
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<div id="org49fe0d0" class="figure">
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<p><img src="figs/amplitifed_piezo_xy_rotation_plant_iff.png" alt="amplitifed_piezo_xy_rotation_plant_iff.png" />
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</p>
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<p><span class="figure-number">Figure 5: </span>Transfer function matrix from forces to force sensors for multiple rotation speed</p>
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</div>
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</div>
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</div>
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<div id="outline-container-org0815f8b" class="outline-3">
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<h3 id="org0815f8b"><span class="section-number-3">2.3</span> Root Locus</h3>
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<div class="outline-text-3" id="text-2-3">
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<div id="orgbf543c5" class="figure">
|
|
<p><img src="figs/amplified_piezo_xy_rotation_root_locus.png" alt="amplified_piezo_xy_rotation_root_locus.png" />
|
|
</p>
|
|
<p><span class="figure-number">Figure 6: </span>Root locus for 3 rotating speed</p>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
|
|
<div id="outline-container-org6964694" class="outline-3">
|
|
<h3 id="org6964694"><span class="section-number-3">2.4</span> Analysis</h3>
|
|
<div class="outline-text-3" id="text-2-4">
|
|
<p>
|
|
The negative stiffness induced by the rotation is equal to \(m \omega_0^2\).
|
|
Thus, the maximum rotation speed where IFF can be applied is:
|
|
\[ \omega_\text{max} = \sqrt{\frac{k_1}{m}} \approx 156\,[Hz] \]
|
|
</p>
|
|
|
|
<p>
|
|
Let’s verify that.
|
|
</p>
|
|
<div class="org-src-container">
|
|
<pre class="src src-matlab">Ws = 2*pi*[140, 160];
|
|
</pre>
|
|
</div>
|
|
|
|
<p>
|
|
Identification
|
|
</p>
|
|
<div class="org-src-container">
|
|
<pre class="src src-matlab">%% Name of the Simulink File
|
|
mdl = 'amplified_piezo_xy_rotating_stage';
|
|
|
|
%% Input/Output definition
|
|
clear io; io_i = 1;
|
|
io(io_i) = linio([mdl, '/fx'], 1, 'openinput'); io_i = io_i + 1;
|
|
io(io_i) = linio([mdl, '/fy'], 1, 'openinput'); io_i = io_i + 1;
|
|
|
|
io(io_i) = linio([mdl, '/Fs'], 1, 'openoutput'); io_i = io_i + 1;
|
|
io(io_i) = linio([mdl, '/Fs'], 2, 'openoutput'); io_i = io_i + 1;
|
|
|
|
for i = 1:length(Ws)
|
|
ws = Ws(i);
|
|
G = linearize(mdl, io, 0);
|
|
G.InputName = {'fx', 'fy'};
|
|
G.OutputName = {'Fsx', 'Fsy'};
|
|
Gs(i) = {G};
|
|
end
|
|
</pre>
|
|
</div>
|
|
|
|
|
|
<div id="org1b0c04f" class="figure">
|
|
<p><img src="figs/amplified_piezo_xy_rotating_unstable_root_locus.png" alt="amplified_piezo_xy_rotating_unstable_root_locus.png" />
|
|
</p>
|
|
<p><span class="figure-number">Figure 7: </span>Root Locus for the two considered rotation speed. For the red curve, the system is unstable.</p>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
|
|
<div id="outline-container-org630b8fc" class="outline-2">
|
|
<h2 id="org630b8fc"><span class="section-number-2">3</span> Stewart Platform with Amplified Actuators</h2>
|
|
<div class="outline-text-2" id="text-3">
|
|
</div>
|
|
<div id="outline-container-org0b7c221" class="outline-3">
|
|
<h3 id="org0b7c221"><span class="section-number-3">3.1</span> Initialization</h3>
|
|
<div class="outline-text-3" id="text-3-1">
|
|
<div class="org-src-container">
|
|
<pre class="src src-matlab">initializeGround();
|
|
initializeGranite();
|
|
initializeTy();
|
|
initializeRy();
|
|
initializeRz();
|
|
initializeMicroHexapod();
|
|
initializeAxisc();
|
|
initializeMirror();
|
|
|
|
initializeSimscapeConfiguration();
|
|
initializeDisturbances('enable', false);
|
|
initializeLoggingConfiguration('log', 'none');
|
|
|
|
initializeController('type', 'hac-iff');
|
|
</pre>
|
|
</div>
|
|
|
|
<p>
|
|
We set the stiffness of the payload fixation:
|
|
</p>
|
|
<div class="org-src-container">
|
|
<pre class="src src-matlab">Kp = 1e8; % [N/m]
|
|
</pre>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
|
|
<div id="outline-container-orgff8fe24" class="outline-3">
|
|
<h3 id="orgff8fe24"><span class="section-number-3">3.2</span> Identification</h3>
|
|
<div class="outline-text-3" id="text-3-2">
|
|
<div class="org-src-container">
|
|
<pre class="src src-matlab">K = tf(zeros(6));
|
|
Kiff = tf(zeros(6));
|
|
</pre>
|
|
</div>
|
|
|
|
<p>
|
|
We identify the system for the following payload masses:
|
|
</p>
|
|
<div class="org-src-container">
|
|
<pre class="src src-matlab">Ms = [1, 10, 50];
|
|
</pre>
|
|
</div>
|
|
|
|
<p>
|
|
The nano-hexapod has the following leg’s stiffness and damping.
|
|
</p>
|
|
<div class="org-src-container">
|
|
<pre class="src src-matlab">initializeNanoHexapod('actuator', 'amplified');
|
|
</pre>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
|
|
<div id="outline-container-org58ae516" class="outline-3">
|
|
<h3 id="org58ae516"><span class="section-number-3">3.3</span> Controller Design</h3>
|
|
<div class="outline-text-3" id="text-3-3">
|
|
|
|
<div id="orgd36ec15" class="figure">
|
|
<p><img src="figs/amplified_piezo_iff_loop_gain.png" alt="amplified_piezo_iff_loop_gain.png" />
|
|
</p>
|
|
<p><span class="figure-number">Figure 8: </span>Dynamics for the Integral Force Feedback for three payload masses</p>
|
|
</div>
|
|
|
|
|
|
|
|
<div id="org7816aa3" class="figure">
|
|
<p><img src="figs/amplified_piezo_iff_root_locus.png" alt="amplified_piezo_iff_root_locus.png" />
|
|
</p>
|
|
<p><span class="figure-number">Figure 9: </span>Root Locus for the IFF control for three payload masses</p>
|
|
</div>
|
|
|
|
<p>
|
|
Damping as function of the gain
|
|
</p>
|
|
|
|
<div id="orgfe47a62" class="figure">
|
|
<p><img src="figs/amplified_piezo_iff_damping_gain.png" alt="amplified_piezo_iff_damping_gain.png" />
|
|
</p>
|
|
<p><span class="figure-number">Figure 10: </span>Damping ratio of the poles as a function of the IFF gain</p>
|
|
</div>
|
|
|
|
<p>
|
|
Finally, we use the following controller for the Decentralized Direct Velocity Feedback:
|
|
</p>
|
|
<div class="org-src-container">
|
|
<pre class="src src-matlab">Kiff = -1e4/s*eye(6);
|
|
</pre>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
|
|
<div id="outline-container-org1c125d1" class="outline-3">
|
|
<h3 id="org1c125d1"><span class="section-number-3">3.4</span> Effect of the Low Authority Control on the Primary Plant</h3>
|
|
<div class="outline-text-3" id="text-3-4">
|
|
|
|
<div id="orgd199337" class="figure">
|
|
<p><img src="figs/amplified_piezo_iff_plant_damped_X.png" alt="amplified_piezo_iff_plant_damped_X.png" />
|
|
</p>
|
|
<p><span class="figure-number">Figure 11: </span>Primary plant in the task space with (dashed) and without (solid) IFF</p>
|
|
</div>
|
|
|
|
|
|
|
|
<div id="org7b6b3d9" class="figure">
|
|
<p><img src="figs/amplified_piezo_iff_damped_plant_L.png" alt="amplified_piezo_iff_damped_plant_L.png" />
|
|
</p>
|
|
<p><span class="figure-number">Figure 12: </span>Primary plant in the space of the legs with (dashed) and without (solid) IFF</p>
|
|
</div>
|
|
|
|
<div id="org0bd0e56" class="figure">
|
|
<p><img src="figs/amplified_piezo_iff_damped_coupling_X.png" alt="amplified_piezo_iff_damped_coupling_X.png" />
|
|
</p>
|
|
<p><span class="figure-number">Figure 13: </span>Coupling in the primary plant in the task with (dashed) and without (solid) IFF</p>
|
|
</div>
|
|
|
|
|
|
|
|
<div id="org1358a80" class="figure">
|
|
<p><img src="figs/amplified_piezo_iff_damped_coupling_L.png" alt="amplified_piezo_iff_damped_coupling_L.png" />
|
|
</p>
|
|
<p><span class="figure-number">Figure 14: </span>Coupling in the primary plant in the space of the legs with (dashed) and without (solid) IFF</p>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
|
|
<div id="outline-container-org3afc321" class="outline-3">
|
|
<h3 id="org3afc321"><span class="section-number-3">3.5</span> Effect of the Low Authority Control on the Sensibility to Disturbances</h3>
|
|
<div class="outline-text-3" id="text-3-5">
|
|
|
|
<div id="org71868a4" class="figure">
|
|
<p><img src="figs/amplified_piezo_iff_disturbances.png" alt="amplified_piezo_iff_disturbances.png" />
|
|
</p>
|
|
<p><span class="figure-number">Figure 15: </span>Norm of the transfer function from vertical disturbances to vertical position error with (dashed) and without (solid) Integral Force Feedback applied</p>
|
|
</div>
|
|
<div class="important">
|
|
|
|
</div>
|
|
</div>
|
|
</div>
|
|
|
|
|
|
<div id="outline-container-orgface252" class="outline-3">
|
|
<h3 id="orgface252"><span class="section-number-3">3.6</span> Optimal Stiffnesses</h3>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
<div id="postamble" class="status">
|
|
<p class="author">Author: Dehaeze Thomas</p>
|
|
<p class="date">Created: 2020-05-25 lun. 11:05</p>
|
|
</div>
|
|
</body>
|
|
</html>
|