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@ -30,14 +30,14 @@ In section [[sec:system]], a simple system composed of a spindle and a translati
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The rotation induces some coupling between the actuators and their displacement, and modifies the dynamics of the system.
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This is studied using the equations, and some numerical computations are used to compare the use of voice coil and piezoelectric actuators.
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In sections [[sec:iff]] and [[sec:dvf]], the use of Integral Force Feedback and Direct Velocity Feedback is studied for the case of rotating positioning platforms.
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Then, in section [[sec:control_strategies]], two different control approach are compared where:
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- the measurement is made in the fixed frame
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- the measurement is made in the rotating frame
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In section [[sec:simscape]], the analytical study will be validated using a multi body model of the studied system.
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Finally, in section [[sec:control]], the control strategies are implemented using Simulink and Simscape and compared.
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* System Description and Analysis
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:PROPERTIES:
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:HEADER-ARGS:matlab+: :tangle matlab/system_numerical_analysis.m
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@ -1998,47 +1998,3 @@ First, we create the closed loop systems. Then, we plot the transfer function fr
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The close-loop performance does not vary a lot with the rotating speed (figure [[fig:perfcomp]]) even tough the open loop system is varying quite a lot (figure [[fig:Guu_uv_ws]]).
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#+end_important
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** BKMK Plant Control - MIMO approach
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*** Analysis - SVD
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The singular value decomposition of a MIMO system $G$ is defined as follow:
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\[ G = U \Sigma V^H \]
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With:
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- $\Sigma$ is an $2 \times 2$ matrix with 2 non-negative *singular values* $\sigma_i$, arranged in descending order along its main diagonal
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- $U$ is an $2 \times 2$ unitary matrix. The columns vectors of $U$, denoted $u_i$, represent the *output directions* of the plant. They are orthonomal
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- $V$ is an $2 \times 2$ unitary matrix. The columns vectors of $V$, denoted $v_i$, represent the *input directions* of the plant. They are orthonomal
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We first look at the evolution of the singular values as a function of frequency (figure [[fig:G_sigma]]).
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#+begin_src matlab :exports none
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freqs = logspace(-2, 1, 1000);
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figure;
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hold on;
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for i = 1:length(ws)
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sv = sigma(Gs_vc{i}, 2*pi*freqs);
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set(gca,'ColorOrderIndex',i)
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plot(freqs, sv(1, :), 'DisplayName', sprintf('w = %.0f rpm', ws(i)*60/2/pi));
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set(gca,'ColorOrderIndex',i)
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plot(freqs, sv(2, :), '--', 'HandleVisibility', 'off');
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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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legend('location', 'southwest');
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#+end_src
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#+HEADER: :tangle no :exports results :results none :noweb yes
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#+begin_src matlab :var filepath="figs/G_sigma.pdf" :var figsize="full-tall" :post pdf2svg(file=*this*, ext="png")
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<<plt-matlab>>
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#+end_src
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#+LABEL: fig:G_sigma
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#+CAPTION: Evolution of the singular values with frequency
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[[file:figs/G_sigma.png]]
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* Control Implementation
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<<sec:control>>
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* Bibliography :ignore:
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# bibliographystyle:unsrt
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# bibliography:refs.bib
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