1001 lines
34 KiB
Org Mode
1001 lines
34 KiB
Org Mode
#+TITLE: Study of the Flexible Joints
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#+SETUPFILE: ./setup/org-setup-file.org
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* Introduction :ignore:
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In this document is studied the effect of the mechanical behavior of the flexible joints that are located the extremities of each nano-hexapod's legs.
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Ideally, we want the x and y rotations to be free and all the translations to be blocked.
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However, this is never the case and be have to consider:
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- Finite bending stiffnesses (Section [[sec:rot_stiffness]])
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- Axial stiffness in the direction of the legs (Section [[sec:trans_stiffness]])
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This may impose some limitations, also, the goal is to specify the required joints stiffnesses (summarized in Section [[sec:conclusion]]).
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* Bending and Torsional Stiffness
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<<sec:rot_stiffness>>
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** Introduction :ignore:
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In this section, we wish to study the effect of the rotation flexibility of the nano-hexapod joints.
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** Matlab Init :noexport:ignore:
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#+begin_src matlab :tangle no :exports none :results silent :noweb yes :var current_dir=(file-name-directory buffer-file-name)
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<<matlab-dir>>
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#+end_src
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#+begin_src matlab :exports none :results silent :noweb yes
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<<matlab-init>>
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#+end_src
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#+begin_src matlab :tangle no
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simulinkproject('../');
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#+end_src
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#+begin_src matlab
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load('mat/conf_simulink.mat');
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open('nass_model.slx')
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#+end_src
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** Initialization
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Let's initialize all the stages with default parameters.
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#+begin_src matlab
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initializeGround();
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initializeGranite();
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initializeTy();
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initializeRy();
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initializeRz();
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initializeMicroHexapod();
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initializeAxisc();
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initializeMirror();
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#+end_src
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#+begin_src matlab :exports none
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initializeSimscapeConfiguration();
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initializeDisturbances('enable', false);
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initializeLoggingConfiguration('log', 'none');
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initializeController('type', 'hac-dvf');
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#+end_src
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Let's consider the heaviest mass which should we the most problematic with it comes to the flexible joints.
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#+begin_src matlab
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initializeSample('mass', 50, 'freq', 200*ones(6,1));
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initializeReferences('Rz_type', 'rotating-not-filtered', 'Rz_period', 60);
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#+end_src
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#+begin_src matlab :exports none
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K = tf(zeros(6));
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Kdvf = tf(zeros(6));
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#+end_src
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** Realistic Bending Stiffness Values
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*** Introduction :ignore:
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Let's compare the ideal case (zero stiffness in rotation and infinite stiffness in translation) with a more realistic case:
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- $K_{\theta, \phi} = 15\,[Nm/rad]$ stiffness in flexion
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- $K_{\psi} = 20\,[Nm/rad]$ stiffness in torsion
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#+begin_src matlab
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Kf_M = 15*ones(6,1);
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Kf_F = 15*ones(6,1);
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Kt_M = 20*ones(6,1);
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Kt_F = 20*ones(6,1);
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#+end_src
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The stiffness and damping of the nano-hexapod's legs are:
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#+begin_src matlab
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k_opt = 1e5; % [N/m]
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c_opt = 2e2; % [N/(m/s)]
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#+end_src
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This corresponds to the optimal identified stiffness.
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*** Direct Velocity Feedback
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We identify the dynamics from actuators force $\tau_i$ to relative motion sensors $d\mathcal{L}_i$ with and without considering the flexible joint stiffness.
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The obtained dynamics are shown in Figure [[fig:flex_joint_rot_dvf]].
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It is shown that the adding of stiffness for the flexible joints does increase a little bit the frequencies of the mass suspension modes. It stiffen the structure.
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#+begin_src matlab :exports none
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%% Name of the Simulink File
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mdl = 'nass_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, '/Controller'], 1, 'openinput'); io_i = io_i + 1; % Actuator Inputs
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io(io_i) = linio([mdl, '/Micro-Station'], 3, 'openoutput', [], 'Dnlm'); io_i = io_i + 1; % Force Sensors
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#+end_src
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#+begin_src matlab :exports none
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initializeNanoHexapod('k', k_opt, 'c', c_opt, ...
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'type_F', 'universal_p', ...
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'type_M', 'spherical_p');
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G_dvf_p = linearize(mdl, io);
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G_dvf_p.InputName = {'Fnl1', 'Fnl2', 'Fnl3', 'Fnl4', 'Fnl5', 'Fnl6'};
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G_dvf_p.OutputName = {'Dnlm1', 'Dnlm2', 'Dnlm3', 'Dnlm4', 'Dnlm5', 'Dnlm6'};
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#+end_src
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#+begin_src matlab :exports none
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initializeNanoHexapod('k', k_opt, 'c', c_opt, ...
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'type_F', 'universal', ...
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'type_M', 'spherical', ...
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'Kf_M', Kf_M, ...
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'Kt_M', Kt_M, ...
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'Kf_F', Kf_F, ...
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'Kt_F', Kt_F);
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G_dvf = linearize(mdl, io);
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G_dvf.InputName = {'Fnl1', 'Fnl2', 'Fnl3', 'Fnl4', 'Fnl5', 'Fnl6'};
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G_dvf.OutputName = {'Dnlm1', 'Dnlm2', 'Dnlm3', 'Dnlm4', 'Dnlm5', 'Dnlm6'};
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#+end_src
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#+begin_src matlab :exports none
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freqs = logspace(-1, 3, 1000);
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figure;
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ax1 = subplot(2, 1, 1);
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hold on;
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plot(freqs, abs(squeeze(freqresp(G_dvf(1, 1), freqs, 'Hz'))));
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plot(freqs, abs(squeeze(freqresp(G_dvf_p(1, 1), freqs, 'Hz'))));
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hold off;
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set(gca, 'XScale', 'log'); set(gca, 'YScale', 'log');
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ylabel('Amplitude [m/N]'); set(gca, 'XTickLabel',[]);
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ax2 = subplot(2, 1, 2);
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hold on;
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plot(freqs, 180/pi*unwrap(angle(squeeze(freqresp(G_dvf(1, 1), freqs, 'Hz')))), ...
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'DisplayName', 'Flexible Joints');
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plot(freqs, 180/pi*unwrap(angle(squeeze(freqresp(G_dvf_p(1, 1), freqs, 'Hz')))), ...
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'DisplayName', 'Perfect Joints');
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hold off;
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set(gca, 'XScale', 'log'); set(gca, 'YScale', 'lin');
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ylabel('Phase [deg]'); xlabel('Frequency [Hz]');
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ylim([-270, 90]);
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yticks([-360:90:360]);
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legend('location', 'northeast');
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linkaxes([ax1,ax2],'x');
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#+end_src
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#+begin_src matlab :tangle no :exports results :results file replace
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exportFig('figs/flex_joint_rot_dvf.pdf', 'width', 'full', 'height', 'full');
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#+end_src
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#+name: fig:flex_joint_rot_dvf
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#+caption: Dynamics from actuators force $\tau_i$ to relative motion sensors $d\mathcal{L}_i$ with (blue) and without (red) considering the flexible joint stiffness
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#+RESULTS:
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[[file:figs/flex_joint_rot_dvf.png]]
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*** Primary Plant
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#+begin_src matlab :exports none
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Kdvf = 5e3*s/(1+s/2/pi/1e3)*eye(6);
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#+end_src
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Let's now identify the dynamics from $\bm{\tau}^\prime$ to $\bm{\epsilon}_{\mathcal{X}_n}$ (for the primary controller designed in the frame of the legs).
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The dynamics is compare with and without the joint flexibility in Figure [[fig:flex_joints_rot_primary_plant_L]].
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The plant dynamics is not found to be changing significantly.
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#+begin_src matlab :exports none
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%% Name of the Simulink File
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mdl = 'nass_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, '/Controller'], 1, 'input'); io_i = io_i + 1; % Actuator Inputs
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io(io_i) = linio([mdl, '/Tracking Error'], 1, 'output', [], 'En'); io_i = io_i + 1; % Position Errror
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load('mat/stages.mat', 'nano_hexapod');
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#+end_src
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#+begin_src matlab :exports none
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initializeNanoHexapod('k', k_opt, 'c', c_opt, ...
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'type_F', 'universal_p', ...
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'type_M', 'spherical_p');
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G = linearize(mdl, io);
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G.InputName = {'Fnl1', 'Fnl2', 'Fnl3', 'Fnl4', 'Fnl5', 'Fnl6'};
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G.OutputName = {'Ex', 'Ey', 'Ez', 'Erx', 'Ery', 'Erz'};
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Gl_p = -nano_hexapod.kinematics.J*G;
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Gl_p.OutputName = {'E1', 'E2', 'E3', 'E4', 'E5', 'E6'};
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#+end_src
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#+begin_src matlab :exports none
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initializeNanoHexapod('k', k_opt, 'c', c_opt, ...
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'type_F', 'universal', ...
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'type_M', 'spherical', ...
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'Kf_M', Kf_M, ...
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'Kt_M', Kt_M, ...
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'Kf_F', Kf_F, ...
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'Kt_F', Kt_F);
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G = linearize(mdl, io);
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G.InputName = {'Fnl1', 'Fnl2', 'Fnl3', 'Fnl4', 'Fnl5', 'Fnl6'};
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G.OutputName = {'Ex', 'Ey', 'Ez', 'Erx', 'Ery', 'Erz'};
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Gl = -nano_hexapod.kinematics.J*G;
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Gl.OutputName = {'E1', 'E2', 'E3', 'E4', 'E5', 'E6'};
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#+end_src
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#+begin_src matlab :exports none
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freqs = logspace(0, 3, 1000);
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figure;
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ax1 = subplot(2, 1, 1);
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hold on;
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for j = 1:6
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set(gca,'ColorOrderIndex',1);
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plot(freqs, abs(squeeze(freqresp(Gl(j, j), freqs, 'Hz'))));
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end
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for j = 1:6
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set(gca,'ColorOrderIndex',2);
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plot(freqs, abs(squeeze(freqresp(Gl_p(j, j), freqs, 'Hz'))));
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end
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hold off;
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set(gca, 'XScale', 'log'); set(gca, 'YScale', 'log');
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ylabel('Amplitude [m/N]'); set(gca, 'XTickLabel',[]);
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ax2 = subplot(2, 1, 2);
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hold on;
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for j = 1:6
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set(gca,'ColorOrderIndex',1);
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if j == 1
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plot(freqs, 180/pi*unwrap(angle(squeeze(freqresp(Gl(j, j), freqs, 'Hz')))), ...
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'DisplayName', 'Flexible Joints');
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else
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plot(freqs, 180/pi*unwrap(angle(squeeze(freqresp(Gl(j, j), freqs, 'Hz')))), ...
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'HandleVisibility', 'off');
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end
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end
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for j = 1:6
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set(gca,'ColorOrderIndex',2);
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if j == 1
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plot(freqs, 180/pi*unwrap(angle(squeeze(freqresp(Gl_p(j, j), freqs, 'Hz')))), ...
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'DisplayName', 'Perfect Joints');
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else
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plot(freqs, 180/pi*unwrap(angle(squeeze(freqresp(Gl_p(j, j), freqs, 'Hz')))), ...
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'HandleVisibility', 'off');
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end
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end
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hold off;
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set(gca, 'XScale', 'log'); set(gca, 'YScale', 'lin');
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ylabel('Phase [deg]'); xlabel('Frequency [Hz]');
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ylim([-270, 90]);
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yticks([-360:90:360]);
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legend('location', 'southwest');
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linkaxes([ax1,ax2],'x');
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#+end_src
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#+begin_src matlab :tangle no :exports results :results file replace
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exportFig('figs/flex_joints_rot_primary_plant_L.pdf', 'width', 'full', 'height', 'full');
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#+end_src
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#+name: fig:flex_joints_rot_primary_plant_L
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#+caption: Dynamics from $\bm{\tau}^\prime_i$ to $\bm{\epsilon}_{\mathcal{X}_n,i}$ with perfect joints and with flexible joints
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#+RESULTS:
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[[file:figs/flex_joints_rot_primary_plant_L.png]]
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*** Conclusion
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#+begin_important
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Considering realistic flexible joint bending stiffness for the nano-hexapod does not seems to impose any limitation on the DVF control nor on the primary control.
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It only increases a little bit the suspension modes of the sample on top of the nano-hexapod.
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#+end_important
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** Parametric Study
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*** Introduction :ignore:
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We wish now to see what is the impact of the rotation stiffness of the flexible joints on the dynamics.
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This will help to determine the requirements on the joint's stiffness.
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Let's consider the following bending stiffness of the flexible joints:
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#+begin_src matlab
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Ks = [1, 5, 10, 50, 100]; % [Nm/rad]
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#+end_src
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We also consider here a nano-hexapod with the identified optimal actuator stiffness.
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#+begin_src matlab :exports none
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K = tf(zeros(6));
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Kdvf = tf(zeros(6));
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#+end_src
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*** Direct Velocity Feedback
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The dynamics from the actuators to the relative displacement sensor in each leg is identified and shown in Figure [[fig:flex_joints_rot_study_dvf]].
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The corresponding Root Locus plot is shown in Figure [[fig:flex_joints_rot_study_dvf_root_locus]].
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It is shown that the bending stiffness of the flexible joints does indeed change a little the dynamics, but critical damping is stiff achievable with Direct Velocity Feedback.
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#+begin_src matlab :exports none
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%% Name of the Simulink File
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mdl = 'nass_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, '/Controller'], 1, 'openinput'); io_i = io_i + 1; % Actuator Inputs
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io(io_i) = linio([mdl, '/Micro-Station'], 3, 'openoutput', [], 'Dnlm'); io_i = io_i + 1; % Relative Displacement Sensors
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G_dvf_s = {zeros(length(Ks), 1)};
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for i = 1:length(Ks)
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initializeNanoHexapod('k', k_opt, 'c', c_opt, ...
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'type_F', 'universal', ...
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'type_M', 'spherical', ...
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'Kf_M', Ks(i), ...
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'Kt_M', Ks(i), ...
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'Kf_F', Ks(i), ...
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'Kt_F', Ks(i));
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G = linearize(mdl, io);
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G.InputName = {'Fnl1', 'Fnl2', 'Fnl3', 'Fnl4', 'Fnl5', 'Fnl6'};
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G.OutputName = {'Dnlm1', 'Dnlm2', 'Dnlm3', 'Dnlm4', 'Dnlm5', 'Dnlm6'};
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G_dvf_s(i) = {G};
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end
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#+end_src
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#+begin_src matlab :exports none
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freqs = logspace(-1, 3, 1000);
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figure;
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ax1 = subplot(2, 1, 1);
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hold on;
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for i = 1:length(Ks)
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plot(freqs, abs(squeeze(freqresp(G_dvf_s{i}(1, 1), freqs, 'Hz'))));
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end
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plot(freqs, abs(squeeze(freqresp(G_dvf_p(1, 1), freqs, 'Hz'))), 'k--');
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hold off;
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set(gca, 'XScale', 'log'); set(gca, 'YScale', 'log');
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ylabel('Amplitude [m/N]'); set(gca, 'XTickLabel',[]);
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ax2 = subplot(2, 1, 2);
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hold on;
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for i = 1:length(Ks)
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plot(freqs, 180/pi*unwrap(angle(squeeze(freqresp(G_dvf_s{i}(1, 1), freqs, 'Hz')))), ...
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'DisplayName', sprintf('$k = %.0f$ [Nm/rad]', Ks(i)));
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end
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plot(freqs, 180/pi*unwrap(angle(squeeze(freqresp(G_dvf_p(1, 1), freqs, 'Hz')))), 'k--', ...
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'DisplayName', 'Ideal Joint');
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hold off;
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set(gca, 'XScale', 'log'); set(gca, 'YScale', 'lin');
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ylabel('Phase [deg]'); xlabel('Frequency [Hz]');
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ylim([-270, 90]);
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yticks([-360:90:360]);
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legend('location', 'southwest');
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linkaxes([ax1,ax2],'x');
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#+end_src
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#+begin_src matlab :tangle no :exports results :results file replace
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exportFig('figs/flex_joints_rot_study_dvf.pdf', 'width', 'full', 'height', 'full');
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#+end_src
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#+name: fig:flex_joints_rot_study_dvf
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#+caption: Dynamics from $\tau_i$ to $d\mathcal{L}_i$ for all the considered Rotation Stiffnesses
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#+RESULTS:
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[[file:figs/flex_joints_rot_study_dvf.png]]
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#+begin_src matlab :exports none
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figure;
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gains = logspace(2, 5, 300);
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hold on;
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for i = 1:length(Ks)
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set(gca,'ColorOrderIndex',i);
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plot(real(pole(G_dvf_s{i})), imag(pole(G_dvf_s{i})), 'x', ...
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'DisplayName', sprintf('$k = %.0f$ [Nm/rad]', Ks(i)));
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set(gca,'ColorOrderIndex',i);
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plot(real(tzero(G_dvf_s{i})), imag(tzero(G_dvf_s{i})), 'o', ...
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'HandleVisibility', 'off');
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for k = 1:length(gains)
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set(gca,'ColorOrderIndex',i);
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cl_poles = pole(feedback(G_dvf_s{i}, (gains(k)*s)*eye(6)));
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plot(real(cl_poles), imag(cl_poles), '.', ...
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'HandleVisibility', 'off');
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end
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end
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hold off;
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axis square;
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xlim([-140, 10]); ylim([0, 150]);
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xlabel('Real Part'); ylabel('Imaginary Part');
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legend('location', 'northwest');
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#+end_src
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#+begin_src matlab :tangle no :exports results :results file replace
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exportFig('figs/flex_joints_rot_study_dvf_root_locus.pdf', 'width', 'wide', 'height', 'tall');
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#+end_src
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#+name: fig:flex_joints_rot_study_dvf_root_locus
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#+caption: Root Locus for all the considered Rotation Stiffnesses
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#+RESULTS:
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[[file:figs/flex_joints_rot_study_dvf_root_locus.png]]
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*** Primary Control
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The dynamics from $\bm{\tau}^\prime$ to $\bm{\epsilon}_{\mathcal{X}_n}$ (for the primary controller designed in the frame of the legs) is shown in Figure [[fig:flex_joints_rot_study_primary_plant]].
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It is shown that the bending stiffness of the flexible joints have very little impact on the dynamics.
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#+begin_src matlab :exports none
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Kdvf = 5e3*s/(1+s/2/pi/1e3)*eye(6);
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#+end_src
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#+begin_src matlab :exports none
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%% Name of the Simulink File
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mdl = 'nass_model';
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|
|
%% Input/Output definition
|
|
clear io; io_i = 1;
|
|
io(io_i) = linio([mdl, '/Controller'], 1, 'input'); io_i = io_i + 1; % Actuator Inputs
|
|
io(io_i) = linio([mdl, '/Tracking Error'], 1, 'output', [], 'En'); io_i = io_i + 1; % Position Errror
|
|
|
|
load('mat/stages.mat', 'nano_hexapod');
|
|
|
|
Gl_s = {zeros(length(Ks), 1)};
|
|
|
|
for i = 1:length(Ks)
|
|
initializeNanoHexapod('k', k_opt, 'c', c_opt, ...
|
|
'type_F', 'universal', ...
|
|
'type_M', 'spherical', ...
|
|
'Kf_M', Ks(i), ...
|
|
'Kt_M', Ks(i), ...
|
|
'Kf_F', Ks(i), ...
|
|
'Kt_F', Ks(i));
|
|
|
|
G = linearize(mdl, io);
|
|
G.InputName = {'Fnl1', 'Fnl2', 'Fnl3', 'Fnl4', 'Fnl5', 'Fnl6'};
|
|
G.OutputName = {'Ex', 'Ey', 'Ez', 'Erx', 'Ery', 'Erz'};
|
|
|
|
Gl = -nano_hexapod.kinematics.J*G;
|
|
Gl.OutputName = {'E1', 'E2', 'E3', 'E4', 'E5', 'E6'};
|
|
Gl_s(i) = {Gl};
|
|
end
|
|
#+end_src
|
|
|
|
#+begin_src matlab :exports none
|
|
freqs = logspace(-1, 3, 1000);
|
|
|
|
figure;
|
|
|
|
ax1 = subplot(2, 1, 1);
|
|
hold on;
|
|
for i = 1:length(Ks)
|
|
plot(freqs, abs(squeeze(freqresp(Gl_s{i}(1, 1), freqs, 'Hz'))));
|
|
end
|
|
plot(freqs, abs(squeeze(freqresp(Gl_p(1, 1), freqs, 'Hz'))), 'k--');
|
|
hold off;
|
|
set(gca, 'XScale', 'log'); set(gca, 'YScale', 'log');
|
|
ylabel('Amplitude [m/N]'); set(gca, 'XTickLabel',[]);
|
|
|
|
ax2 = subplot(2, 1, 2);
|
|
hold on;
|
|
for i = 1:length(Ks)
|
|
plot(freqs, 180/pi*unwrap(angle(squeeze(freqresp(Gl_s{i}(1, 1), freqs, 'Hz')))), ...
|
|
'DisplayName', sprintf('$k = %.0f$ [Nm/rad]', Ks(i)));
|
|
end
|
|
plot(freqs, 180/pi*unwrap(angle(squeeze(freqresp(Gl_p(1, 1), freqs, 'Hz')))), 'k--', ...
|
|
'DisplayName', 'Ideal Joint');
|
|
hold off;
|
|
set(gca, 'XScale', 'log'); set(gca, 'YScale', 'lin');
|
|
ylabel('Phase [deg]'); xlabel('Frequency [Hz]');
|
|
ylim([-270, 90]);
|
|
yticks([-360:90:360]);
|
|
legend('location', 'southwest');
|
|
|
|
linkaxes([ax1,ax2],'x');
|
|
#+end_src
|
|
|
|
#+begin_src matlab :tangle no :exports results :results file replace
|
|
exportFig('figs/flex_joints_rot_study_primary_plant.pdf', 'width', 'full', 'height', 'full');
|
|
#+end_src
|
|
|
|
#+name: fig:flex_joints_rot_study_primary_plant
|
|
#+caption: Diagonal elements of the transfer function matrix from $\bm{\tau}^\prime$ to $\bm{\epsilon}_{\mathcal{X}_n}$ for the considered bending stiffnesses
|
|
#+RESULTS:
|
|
[[file:figs/flex_joints_rot_study_primary_plant.png]]
|
|
|
|
*** Conclusion
|
|
#+begin_important
|
|
The bending stiffness of the flexible joint does not significantly change the dynamics.
|
|
#+end_important
|
|
|
|
* Translation Stiffness
|
|
<<sec:trans_stiffness>>
|
|
|
|
** Introduction :ignore:
|
|
Let's know consider a flexibility in translation of the flexible joint, in the axis of the legs.
|
|
|
|
** Matlab Init :noexport:ignore:
|
|
#+begin_src matlab :tangle no :exports none :results silent :noweb yes :var current_dir=(file-name-directory buffer-file-name)
|
|
<<matlab-dir>>
|
|
#+end_src
|
|
|
|
#+begin_src matlab :exports none :results silent :noweb yes
|
|
<<matlab-init>>
|
|
#+end_src
|
|
|
|
#+begin_src matlab :tangle no
|
|
simulinkproject('../');
|
|
#+end_src
|
|
|
|
#+begin_src matlab
|
|
load('mat/conf_simulink.mat');
|
|
open('nass_model.slx')
|
|
#+end_src
|
|
|
|
** Realistic Translation Stiffness Values
|
|
*** Introduction :ignore:
|
|
We choose realistic values of the axial stiffness of the joints:
|
|
\[ K_a = 60\,[N/\mu m] \]
|
|
|
|
#+begin_src matlab
|
|
Kz_F = 60e6*ones(6,1); % [N/m]
|
|
Kz_M = 60e6*ones(6,1); % [N/m]
|
|
Cz_F = 1*ones(6,1); % [N/(m/s)]
|
|
Cz_M = 1*ones(6,1); % [N/(m/s)]
|
|
#+end_src
|
|
|
|
*** Initialization
|
|
Let's initialize all the stages with default parameters.
|
|
#+begin_src matlab
|
|
initializeGround();
|
|
initializeGranite();
|
|
initializeTy();
|
|
initializeRy();
|
|
initializeRz();
|
|
initializeMicroHexapod();
|
|
initializeAxisc();
|
|
initializeMirror();
|
|
#+end_src
|
|
|
|
#+begin_src matlab :exports none
|
|
initializeSimscapeConfiguration();
|
|
initializeDisturbances('enable', false);
|
|
initializeLoggingConfiguration('log', 'none');
|
|
|
|
initializeController('type', 'hac-dvf');
|
|
#+end_src
|
|
|
|
Let's consider the heaviest mass which should we the most problematic with it comes to the flexible joints.
|
|
#+begin_src matlab
|
|
initializeSample('mass', 50, 'freq', 200*ones(6,1));
|
|
initializeReferences('Rz_type', 'rotating-not-filtered', 'Rz_period', 60);
|
|
#+end_src
|
|
|
|
#+begin_src matlab :exports none
|
|
K = tf(zeros(6));
|
|
Kdvf = tf(zeros(6));
|
|
#+end_src
|
|
|
|
*** Direct Velocity Feedback
|
|
The dynamics from actuators force $\tau_i$ to relative motion sensors $d\mathcal{L}_i$ with and without considering the flexible joint stiffness are identified.
|
|
|
|
The obtained dynamics are shown in Figure [[fig:flex_joint_trans_dvf]].
|
|
|
|
#+begin_src matlab :exports none
|
|
%% Name of the Simulink File
|
|
mdl = 'nass_model';
|
|
|
|
%% Input/Output definition
|
|
clear io; io_i = 1;
|
|
io(io_i) = linio([mdl, '/Controller'], 1, 'openinput'); io_i = io_i + 1; % Actuator Inputs
|
|
io(io_i) = linio([mdl, '/Micro-Station'], 3, 'openoutput', [], 'Dnlm'); io_i = io_i + 1; % Force Sensors
|
|
#+end_src
|
|
|
|
#+begin_src matlab :exports none
|
|
initializeNanoHexapod('k', k_opt, 'c', c_opt, ...
|
|
'type_F', 'universal_3dof', ...
|
|
'type_M', 'spherical_3dof', ...
|
|
'Kz_F', Kz_F, ...
|
|
'Kz_M', Kz_M, ...
|
|
'Cz_F', Cz_F, ...
|
|
'Cz_M', Cz_M);
|
|
|
|
G_dvf_3dof = linearize(mdl, io);
|
|
G_dvf_3dof.InputName = {'Fnl1', 'Fnl2', 'Fnl3', 'Fnl4', 'Fnl5', 'Fnl6'};
|
|
G_dvf_3dof.OutputName = {'Dnlm1', 'Dnlm2', 'Dnlm3', 'Dnlm4', 'Dnlm5', 'Dnlm6'};
|
|
#+end_src
|
|
|
|
#+begin_src matlab :exports none
|
|
initializeNanoHexapod('k', k_opt, 'c', c_opt, ...
|
|
'type_F', 'universal', ...
|
|
'type_M', 'spherical');
|
|
|
|
G_dvf = linearize(mdl, io);
|
|
G_dvf.InputName = {'Fnl1', 'Fnl2', 'Fnl3', 'Fnl4', 'Fnl5', 'Fnl6'};
|
|
G_dvf.OutputName = {'Dnlm1', 'Dnlm2', 'Dnlm3', 'Dnlm4', 'Dnlm5', 'Dnlm6'};
|
|
#+end_src
|
|
|
|
#+begin_src matlab :exports none
|
|
freqs = logspace(-1, 3, 1000);
|
|
|
|
figure;
|
|
|
|
ax1 = subplot(2, 1, 1);
|
|
hold on;
|
|
plot(freqs, abs(squeeze(freqresp(G_dvf(1, 1), freqs, 'Hz'))));
|
|
plot(freqs, abs(squeeze(freqresp(G_dvf_3dof(1, 1), freqs, 'Hz'))));
|
|
hold off;
|
|
set(gca, 'XScale', 'log'); set(gca, 'YScale', 'log');
|
|
ylabel('Amplitude [m/N]'); set(gca, 'XTickLabel',[]);
|
|
|
|
ax2 = subplot(2, 1, 2);
|
|
hold on;
|
|
plot(freqs, 180/pi*unwrap(angle(squeeze(freqresp(G_dvf(1, 1), freqs, 'Hz')))), ...
|
|
'DisplayName', '2dof Joints');
|
|
plot(freqs, 180/pi*unwrap(angle(squeeze(freqresp(G_dvf_3dof(1, 1), freqs, 'Hz')))), ...
|
|
'DisplayName', '3dof Joints');
|
|
hold off;
|
|
set(gca, 'XScale', 'log'); set(gca, 'YScale', 'lin');
|
|
ylabel('Phase [deg]'); xlabel('Frequency [Hz]');
|
|
ylim([-270, 90]);
|
|
yticks([-360:90:360]);
|
|
legend('location', 'northeast');
|
|
|
|
linkaxes([ax1,ax2],'x');
|
|
#+end_src
|
|
|
|
#+begin_src matlab :tangle no :exports results :results file replace
|
|
exportFig('figs/flex_joint_trans_dvf.pdf', 'width', 'full', 'height', 'full');
|
|
#+end_src
|
|
|
|
#+name: fig:flex_joint_trans_dvf
|
|
#+caption: Dynamics from actuators force $\tau_i$ to relative motion sensors $d\mathcal{L}_i$ with (blue) and without (red) considering the flexible joint axis stiffness
|
|
#+RESULTS:
|
|
[[file:figs/flex_joint_trans_dvf.png]]
|
|
|
|
*** Primary Plant
|
|
#+begin_src matlab
|
|
Kdvf = 5e3*s/(1+s/2/pi/1e3)*eye(6);
|
|
#+end_src
|
|
|
|
Let's now identify the dynamics from $\bm{\tau}^\prime$ to $\bm{\epsilon}_{\mathcal{X}_n}$ (for the primary controller designed in the frame of the legs).
|
|
|
|
The dynamics is compare with and without the joint flexibility in Figure [[fig:flex_joints_trans_primary_plant_L]].
|
|
|
|
#+begin_src matlab :exports none
|
|
%% Name of the Simulink File
|
|
mdl = 'nass_model';
|
|
|
|
%% Input/Output definition
|
|
clear io; io_i = 1;
|
|
io(io_i) = linio([mdl, '/Controller'], 1, 'input'); io_i = io_i + 1; % Actuator Inputs
|
|
io(io_i) = linio([mdl, '/Tracking Error'], 1, 'output', [], 'En'); io_i = io_i + 1; % Position Errror
|
|
|
|
load('mat/stages.mat', 'nano_hexapod');
|
|
#+end_src
|
|
|
|
#+begin_src matlab :exports none
|
|
initializeNanoHexapod('k', k_opt, 'c', c_opt, ...
|
|
'type_F', 'universal_3dof', ...
|
|
'type_M', 'spherical_3dof', ...
|
|
'Kz_F', Kz_F, ...
|
|
'Kz_M', Kz_M, ...
|
|
'Cz_F', Cz_F, ...
|
|
'Cz_M', Cz_M);
|
|
|
|
G = linearize(mdl, io);
|
|
G.InputName = {'Fnl1', 'Fnl2', 'Fnl3', 'Fnl4', 'Fnl5', 'Fnl6'};
|
|
G.OutputName = {'Ex', 'Ey', 'Ez', 'Erx', 'Ery', 'Erz'};
|
|
|
|
Gl_3dof = -nano_hexapod.kinematics.J*G;
|
|
Gl_3dof.OutputName = {'E1', 'E2', 'E3', 'E4', 'E5', 'E6'};
|
|
#+end_src
|
|
|
|
#+begin_src matlab :exports none
|
|
initializeNanoHexapod('k', k_opt, 'c', c_opt, ...
|
|
'type_F', 'universal', ...
|
|
'type_M', 'spherical');
|
|
|
|
G = linearize(mdl, io);
|
|
G.InputName = {'Fnl1', 'Fnl2', 'Fnl3', 'Fnl4', 'Fnl5', 'Fnl6'};
|
|
G.OutputName = {'Ex', 'Ey', 'Ez', 'Erx', 'Ery', 'Erz'};
|
|
|
|
Gl = -nano_hexapod.kinematics.J*G;
|
|
Gl.OutputName = {'E1', 'E2', 'E3', 'E4', 'E5', 'E6'};
|
|
#+end_src
|
|
|
|
#+begin_src matlab :exports none
|
|
freqs = logspace(0, 3, 1000);
|
|
|
|
figure;
|
|
|
|
ax1 = subplot(2, 1, 1);
|
|
hold on;
|
|
for j = 1:6
|
|
set(gca,'ColorOrderIndex',1);
|
|
plot(freqs, abs(squeeze(freqresp(Gl(j, j), freqs, 'Hz'))));
|
|
end
|
|
for j = 1:6
|
|
set(gca,'ColorOrderIndex',2);
|
|
plot(freqs, abs(squeeze(freqresp(Gl_3dof(j, j), freqs, 'Hz'))), '--');
|
|
end
|
|
hold off;
|
|
set(gca, 'XScale', 'log'); set(gca, 'YScale', 'log');
|
|
ylabel('Amplitude [m/N]'); set(gca, 'XTickLabel',[]);
|
|
title('Diagonal elements of the Plant');
|
|
|
|
ax2 = subplot(2, 1, 2);
|
|
hold on;
|
|
for j = 1:6
|
|
set(gca,'ColorOrderIndex',1);
|
|
plot(freqs, 180/pi*unwrap(angle(squeeze(freqresp(Gl(j, j), freqs, 'Hz')))));
|
|
end
|
|
for j = 1:6
|
|
set(gca,'ColorOrderIndex',2);
|
|
plot(freqs, 180/pi*unwrap(angle(squeeze(freqresp(Gl_3dof(j, j), freqs, 'Hz')))), '--');
|
|
end
|
|
hold off;
|
|
set(gca, 'XScale', 'log'); set(gca, 'YScale', 'lin');
|
|
ylabel('Phase [deg]'); xlabel('Frequency [Hz]');
|
|
ylim([-270, 90]);
|
|
yticks([-360:90:360]);
|
|
|
|
linkaxes([ax1,ax2],'x');
|
|
#+end_src
|
|
|
|
#+begin_src matlab :tangle no :exports results :results file replace
|
|
exportFig('figs/flex_joints_trans_primary_plant_L.pdf', 'width', 'full', 'height', 'full');
|
|
#+end_src
|
|
|
|
#+name: fig:flex_joints_trans_primary_plant_L
|
|
#+caption: Dynamics from $\bm{\tau}^\prime_i$ to $\bm{\epsilon}_{\mathcal{X}_n,i}$ with infinite axis stiffnes (solid) and with realistic axial stiffness (dashed)
|
|
#+RESULTS:
|
|
[[file:figs/flex_joints_trans_primary_plant_L.png]]
|
|
|
|
*** Conclusion
|
|
#+begin_important
|
|
For the realistic value of the flexible joint axial stiffness, the dynamics is not much impact, and this should not be a problem for control.
|
|
#+end_important
|
|
|
|
** Parametric study
|
|
*** Introduction :ignore:
|
|
We wish now to see what is the impact of the *axial* stiffness of the flexible joints on the dynamics.
|
|
|
|
Let's consider the following values for the axial stiffness:
|
|
#+begin_src matlab
|
|
Kzs = [1e4, 1e5, 1e6, 1e7, 1e8, 1e9]; % [N/m]
|
|
#+end_src
|
|
|
|
We also consider here a nano-hexapod with the identified optimal actuator stiffness ($k = 10^5\,[N/m]$).
|
|
|
|
#+begin_src matlab :exports none
|
|
K = tf(zeros(6));
|
|
Kdvf = tf(zeros(6));
|
|
#+end_src
|
|
|
|
*** Direct Velocity Feedback
|
|
The dynamics from the actuators to the relative displacement sensor in each leg is identified and shown in Figure [[fig:flex_joints_trans_study_dvf]].
|
|
|
|
It is shown that the axial stiffness of the flexible joints does have a huge impact on the dynamics.
|
|
|
|
If the axial stiffness of the flexible joints is $K_a > 10^7\,[N/m]$ (here $100$ times higher than the actuator stiffness), then the change of dynamics stays reasonably small.
|
|
|
|
This is more clear by looking at the root locus (Figures [[fig:flex_joints_trans_study_dvf_root_locus]] and [[fig:flex_joints_trans_study_root_locus_unzoom]]).
|
|
It can be seen that very little active damping can be achieve for axial stiffnesses below $10^7\,[N/m]$.
|
|
|
|
#+begin_src matlab :exports none
|
|
%% Name of the Simulink File
|
|
mdl = 'nass_model';
|
|
|
|
%% Input/Output definition
|
|
clear io; io_i = 1;
|
|
io(io_i) = linio([mdl, '/Controller'], 1, 'openinput'); io_i = io_i + 1; % Actuator Inputs
|
|
io(io_i) = linio([mdl, '/Micro-Station'], 3, 'openoutput', [], 'Dnlm'); io_i = io_i + 1; % Force Sensors
|
|
|
|
G_dvf_3dof_s = {zeros(length(Kzs), 1)};
|
|
|
|
for i = 1:length(Kzs)
|
|
initializeNanoHexapod('k', k_opt, 'c', c_opt, ...
|
|
'type_F', 'universal_3dof', ...
|
|
'type_M', 'spherical_3dof', ...
|
|
'Kz_F', Kzs(i), ...
|
|
'Kz_M', Kzs(i), ...
|
|
'Cz_F', 0.05*sqrt(Kzs(i)*10), ...
|
|
'Cz_M', 0.05*sqrt(Kzs(i)*10));
|
|
|
|
G = linearize(mdl, io);
|
|
G.InputName = {'Fnl1', 'Fnl2', 'Fnl3', 'Fnl4', 'Fnl5', 'Fnl6'};
|
|
G.OutputName = {'Dnlm1', 'Dnlm2', 'Dnlm3', 'Dnlm4', 'Dnlm5', 'Dnlm6'};
|
|
|
|
G_dvf_3dof_s(i) = {G};
|
|
end
|
|
#+end_src
|
|
|
|
#+begin_src matlab :exports none
|
|
freqs = logspace(-1, 3, 1000);
|
|
|
|
figure;
|
|
|
|
ax1 = subplot(2, 1, 1);
|
|
hold on;
|
|
for i = 1:length(Kzs)
|
|
plot(freqs, abs(squeeze(freqresp(G_dvf_3dof_s{i}(1, 1), freqs, 'Hz'))));
|
|
end
|
|
plot(freqs, abs(squeeze(freqresp(G_dvf(1, 1), freqs, 'Hz'))), 'k--');
|
|
hold off;
|
|
set(gca, 'XScale', 'log'); set(gca, 'YScale', 'log');
|
|
ylabel('Amplitude [m/N]'); set(gca, 'XTickLabel',[]);
|
|
|
|
ax2 = subplot(2, 1, 2);
|
|
hold on;
|
|
for i = 1:length(Kzs)
|
|
plot(freqs, 180/pi*unwrap(angle(squeeze(freqresp(G_dvf_3dof_s{i}(1, 1), freqs, 'Hz')))), ...
|
|
'DisplayName', sprintf('$k = %.0g$ [N/m]', Kzs(i)));
|
|
end
|
|
plot(freqs, 180/pi*unwrap(angle(squeeze(freqresp(G_dvf(1, 1), freqs, 'Hz')))), 'k--', ...
|
|
'DisplayName', 'Perfect Joint');
|
|
hold off;
|
|
set(gca, 'XScale', 'log'); set(gca, 'YScale', 'lin');
|
|
ylabel('Phase [deg]'); xlabel('Frequency [Hz]');
|
|
ylim([-270, 90]);
|
|
yticks([-360:90:360]);
|
|
legend('location', 'southwest');
|
|
|
|
linkaxes([ax1,ax2],'x');
|
|
#+end_src
|
|
|
|
#+begin_src matlab :tangle no :exports results :results file replace
|
|
exportFig('figs/flex_joints_trans_study_dvf.pdf', 'width', 'full', 'height', 'full');
|
|
#+end_src
|
|
|
|
#+name: fig:flex_joints_trans_study_dvf
|
|
#+caption: Dynamics from $\tau_i$ to $d\mathcal{L}_i$ for all the considered axis Stiffnesses
|
|
#+RESULTS:
|
|
[[file:figs/flex_joints_trans_study_dvf.png]]
|
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|
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#+begin_src matlab :exports none
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figure;
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gains = logspace(2, 5, 300);
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hold on;
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for i = 1:length(Kzs)
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set(gca,'ColorOrderIndex',i);
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plot(real(pole(G_dvf_3dof_s{i})), imag(pole(G_dvf_3dof_s{i})), 'x', ...
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'DisplayName', sprintf('$k = %.0g$ [N/m]', Kzs(i)));
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set(gca,'ColorOrderIndex',i);
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plot(real(tzero(G_dvf_3dof_s{i})), imag(tzero(G_dvf_3dof_s{i})), 'o', ...
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'HandleVisibility', 'off');
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for k = 1:length(gains)
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set(gca,'ColorOrderIndex',i);
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cl_poles = pole(feedback(G_dvf_3dof_s{i}, (gains(k)*s)*eye(6)));
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plot(real(cl_poles), imag(cl_poles), '.', ...
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'HandleVisibility', 'off');
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end
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end
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hold off;
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axis square;
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xlim([-140, 10]); ylim([0, 150]);
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xlabel('Real Part'); ylabel('Imaginary Part');
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legend('location', 'northwest');
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#+end_src
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#+begin_src matlab :tangle no :exports results :results file replace
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exportFig('figs/flex_joints_trans_study_dvf_root_locus.pdf', 'width', 'wide', 'height', 'tall');
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#+end_src
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#+name: fig:flex_joints_trans_study_dvf_root_locus
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#+caption: Root Locus for all the considered axial Stiffnesses
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#+RESULTS:
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[[file:figs/flex_joints_trans_study_dvf_root_locus.png]]
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#+begin_src matlab :exports none
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xlim([-1e3, 0]);
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ylim([0, 1e3]);
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#+end_src
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#+begin_src matlab :tangle no :exports results :results file replace
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exportFig('figs/flex_joints_trans_study_root_locus_unzoom.pdf', 'width', 'wide', 'height', 'tall');
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#+end_src
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#+name: fig:flex_joints_trans_study_root_locus_unzoom
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#+caption: Root Locus (unzoom) for all the considered axial Stiffnesses
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#+RESULTS:
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[[file:figs/flex_joints_trans_study_root_locus_unzoom.png]]
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*** Primary Control
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The dynamics from $\bm{\tau}^\prime$ to $\bm{\epsilon}_{\mathcal{X}_n}$ (for the primary controller designed in the frame of the legs) is shown in Figure [[fig:flex_joints_trans_study_primary_plant]].
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#+begin_src matlab :exports none
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Kdvf = 5e3*s/(1+s/2/pi/1e3)*eye(6);
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#+end_src
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#+begin_src matlab :exports none
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%% Name of the Simulink File
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mdl = 'nass_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, '/Controller'], 1, 'input'); io_i = io_i + 1; % Actuator Inputs
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io(io_i) = linio([mdl, '/Tracking Error'], 1, 'output', [], 'En'); io_i = io_i + 1; % Position Errror
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load('mat/stages.mat', 'nano_hexapod');
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Gl_3dof_s = {zeros(length(Kzs), 1)};
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for i = 1:length(Kzs)
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initializeNanoHexapod('k', k_opt, 'c', c_opt, ...
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'type_F', 'universal_3dof', ...
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'type_M', 'spherical_3dof', ...
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'Kz_F', Kzs(i), ...
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'Kz_M', Kzs(i), ...
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'Cz_F', 0.05*sqrt(Kzs(i)*10), ...
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'Cz_M', 0.05*sqrt(Kzs(i)*10));
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G = linearize(mdl, io);
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G.InputName = {'Fnl1', 'Fnl2', 'Fnl3', 'Fnl4', 'Fnl5', 'Fnl6'};
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G.OutputName = {'Ex', 'Ey', 'Ez', 'Erx', 'Ery', 'Erz'};
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Gl_3dof = -nano_hexapod.kinematics.J*G;
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Gl_3dof.OutputName = {'E1', 'E2', 'E3', 'E4', 'E5', 'E6'};
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Gl_3dof_s(i) = {Gl_3dof};
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end
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#+end_src
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#+begin_src matlab :exports none
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freqs = logspace(-1, 3, 1000);
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figure;
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ax1 = subplot(2, 1, 1);
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hold on;
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for i = 1:length(Kzs)
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plot(freqs, abs(squeeze(freqresp(Gl_3dof_s{i}(1, 1), freqs, 'Hz'))));
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end
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hold off;
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set(gca, 'XScale', 'log'); set(gca, 'YScale', 'log');
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ylabel('Amplitude [m/N]'); set(gca, 'XTickLabel',[]);
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ax2 = subplot(2, 1, 2);
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hold on;
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for i = 1:length(Kzs)
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plot(freqs, 180/pi*unwrap(angle(squeeze(freqresp(Gl_3dof_s{i}(1, 1), freqs, 'Hz')))), ...
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'DisplayName', sprintf('$k = %.0g$ [N/m]', Kzs(i)));
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end
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hold off;
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set(gca, 'XScale', 'log'); set(gca, 'YScale', 'lin');
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ylabel('Phase [deg]'); xlabel('Frequency [Hz]');
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ylim([-270, 90]);
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yticks([-360:90:360]);
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legend('location', 'northeast');
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linkaxes([ax1,ax2],'x');
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#+end_src
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#+begin_src matlab :tangle no :exports results :results file replace
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exportFig('figs/flex_joints_trans_study_primary_plant.pdf', 'width', 'full', 'height', 'full');
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#+end_src
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#+name: fig:flex_joints_trans_study_primary_plant
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#+caption: Diagonal elements of the transfer function matrix from $\bm{\tau}^\prime$ to $\bm{\epsilon}_{\mathcal{X}_n}$ for the considered axial stiffnesses
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#+RESULTS:
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[[file:figs/flex_joints_trans_study_primary_plant.png]]
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** Conclusion
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#+begin_important
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The axial stiffness of the flexible joints should be maximized.
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For the considered actuator stiffness $k = 10^5\,[N/m]$, the axial stiffness of the flexible joints should ideally be above $10^7\,[N/m]$.
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This is a reasonable stiffness value for such joints.
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We may interpolate the results and say that the axial joint stiffness should be 100 times higher than the actuator stiffness, but this should be confirmed with further analysis.
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#+end_important
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* Conclusion
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<<sec:conclusion>>
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#+begin_important
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For the identified optimal actuator stiffness $k = 10^5\,[N/m]$, the flexible joint should have the following stiffness properties:
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- Bending Stiffness: $K_b < 50\,[Nm/rad]$
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- Torsion Stiffness: $K_t < 50\,[Nm/rad]$
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- Axial Stiffness: $K_a > 10^7\,[N/m]$
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#+end_important
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