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CmagnetUpperHalfWithShims.html
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<html><head><meta http-equiv="Content-Type" content="text/html; charset=utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge,IE=9,chrome=1"><meta name="generator" content="MATLAB 2021a"><title>C-magnet, the upper half with shims (Section 4.3.2)</title><style type="text/css">.rtcContent { padding: 30px; } .S0 { margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(0, 0, 0); font-family: Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: normal; text-align: left; }
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.S10 { border-left: 1px solid rgb(233, 233, 233); border-right: 1px solid rgb(233, 233, 233); border-top: 1px solid rgb(233, 233, 233); border-bottom: 1px solid rgb(233, 233, 233); border-radius: 0px 0px 4px 4px; padding: 6px 45px 4px 13px; line-height: 17.234px; min-height: 18px; white-space: nowrap; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, "Courier New", monospace; font-size: 14px; }</style></head><body><div class = rtcContent><div class = 'S0'><span>Companion software for "Volker Ziemann, </span><span style=' font-style: italic;'>Hands-on Accelerator physics using MATLAB, CRCPress, 2019</span><span>" (</span><a href = "https://www.crcpress.com/9781138589940"><span>https://www.crcpress.com/9781138589940</span></a><span>)</span></div><h1 class = 'S1'><span>C-magnet, the upper half with shims (Section 4.3.2)</span></h1><div class = 'S0'><span>Volker Ziemann, 211109, CC-BY-SA-4.0</span></div><div class = 'S0'><span style=' font-weight: bold;'>Important:</span><span> this example requires the PDE toolbox!</span></div><div class = 'S0'><span>Here we use the model of the upper half of the C-magnet and small pieces of iron to the ends of the pole gap, so-called </span><span style=' font-style: italic;'>shims</span><span>, in order to increase the extent of the region where the filed is constant. Therefore we just copy the description of the geometry from </span><span style=' font-family: monospace;'>CmagnetUpperHalf.mlx</span></div><div class="CodeBlock"><div class="inlineWrapper"><div class = 'S2'><span style="white-space: pre"><span >clear </span><span style="color: rgb(170, 4, 249);">all</span><span >; close </span><span style="color: rgb(170, 4, 249);">all</span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span >Cmag=[2; 8; </span><span style="color: rgb(14, 0, 255);">...</span><span style="color: rgb(2, 128, 9);"> %..Yoke</span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span > 0;0;0.3;0.3;1;1;-0.6;-0.6; </span><span style="color: rgb(14, 0, 255);">...</span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span > 0;0.3;0.3;0.05;0.05;0.8;0.8;0];</span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span >C1=[2;4;0;0;0.3;0.3; 0.1;0.3;0.3;0.1;zeros(8,1)];</span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span >C2=[2;4;1;1;1.3;1.3; 0.1;0.3;0.3;0.1;zeros(8,1)]; </span></span></div></div><div class="inlineWrapper"><div class = 'S4'><span style="white-space: pre"><span >World=[2;4; -1;1.6;1.6;-1;0;0;1;1;zeros(8,1)]; </span></span></div></div></div><div class = 'S5'><span>and add the two small pieces of iron</span><span style=' font-family: monospace;'> S1</span><span> and </span><span style=' font-family: monospace;'>S2</span><span> to the left and rright end of the pole gap. We parametrize its size by the width </span><span style=' font-family: monospace;'>dx</span><span> and height </span><span style=' font-family: monospace;'>dy</span><span> of the shims.</span></div><div class="CodeBlock"><div class="inlineWrapper"><div class = 'S2'><span style="white-space: pre"><span >dx=0.050; dy=0.002; </span><span style="color: rgb(2, 128, 9);">% shim width and height 50 mm x 2 mm</span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span >S1=[2;4;0.3;0.3+dx;0.3+dx;0.3;0.05-dy;0.05-dy;0.05;0.05;zeros(8,1)]; </span><span style="color: rgb(2, 128, 9);">% left shim</span></span></div></div><div class="inlineWrapper"><div class = 'S4'><span style="white-space: pre"><span >S2=[2;4;0.95;0.95+dx;0.95+dx;0.95;0.05-dy;0.05-dy;0.05;0.05;zeros(8,1)]; </span><span style="color: rgb(2, 128, 9);">% right shim</span></span></div></div></div><div class = 'S5'><span>Now we are ready to define the geometry follwing the recipe used in the previous examples. Do not forget to add the shims!</span></div><div class="CodeBlock"><div class="inlineWrapper"><div class = 'S2'><span style="white-space: pre"><span >gd=[World,Cmag,C1,C2,S1,S2]; </span><span style="color: rgb(2, 128, 9);">% assemble geometry</span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span >ns=char(</span><span style="color: rgb(170, 4, 249);">'World'</span><span >,</span><span style="color: rgb(170, 4, 249);">'Cmag'</span><span >,</span><span style="color: rgb(170, 4, 249);">'C1'</span><span >,</span><span style="color: rgb(170, 4, 249);">'C2'</span><span >,</span><span style="color: rgb(170, 4, 249);">'S1'</span><span >,</span><span style="color: rgb(170, 4, 249);">'S2'</span><span >)'; </span><span style="color: rgb(2, 128, 9);">% names of the regions </span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span >sf=</span><span style="color: rgb(170, 4, 249);">'World+Cmag+C1+C2+S1+S2'</span><span >; </span></span></div></div><div class="inlineWrapper"><div class = 'S4'><span style="white-space: pre"><span >g=decsg(gd,sf,ns);</span></span></div></div></div><div class = 'S5'><span>After creating the model, we display the EdgeLabels, which allows us to specify the boundary conditions. This is equivalent to that section from </span><span style=' font-family: monospace;'>CmagnetUpperHalf.mlx.</span><span> Note that the there are many edges near the end of the pole gap. Those are the shims. Zoom in and inspect them.</span></div><div class="CodeBlock"><div class="inlineWrapper"><div class = 'S2'><span style="white-space: pre"><span >model=createpde(1);</span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span >geometryFromEdges(model,g);</span></span></div></div><div class="inlineWrapper outputs"><div class = 'S6'><span style="white-space: pre"><span >pdegplot(model,</span><span style="color: rgb(170, 4, 249);">'EdgeLabels'</span><span >,</span><span style="color: rgb(170, 4, 249);">'on'</span><span >);axis </span><span style="color: rgb(170, 4, 249);">square </span></span></div><div class = 'S7'><div class="inlineElement eoOutputWrapper embeddedOutputsFigure" uid="0654FBE8" data-scroll-top="null" data-scroll-left="null" data-testid="output_0" style="width: 1364px;"><div class="figureElement"><img class="figureImage figureContainingNode" 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" style="width: 560px;"></div></div></div></div><div class="inlineWrapper"><div class = 'S8'><span style="white-space: pre"><span >applyBoundaryCondition(model,</span><span style="color: rgb(170, 4, 249);">'Edge'</span><span >,[1:3],</span><span style="color: rgb(170, 4, 249);">'u'</span><span >,0);</span></span></div></div><div class="inlineWrapper"><div class = 'S4'><span style="white-space: pre"><span >applyBoundaryCondition(model,</span><span style="color: rgb(170, 4, 249);">'Edge'</span><span >,[9:11],</span><span style="color: rgb(170, 4, 249);">'q'</span><span >,0,</span><span style="color: rgb(170, 4, 249);">'g'</span><span >,0);</span></span></div></div></div><div class = 'S5'><span>The next step is to inspect the SubDomainLabels and specify the material properties in the different regions. Again, note that the shims; they are named F4 and F6 now and we specify their coefficient </span><span style=' font-family: monospace;'>c = </span><span texencoding="1/\mu_r" style="vertical-align:-6px"><img src="data:image/png;base64,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" width="30.5" height="20" /></span><span> to be that of iron.</span></div><div class="CodeBlock"><div class="inlineWrapper"><div class = 'S2'><span style="white-space: pre"><span >pdegplot(model,</span><span style="color: rgb(170, 4, 249);">'SubDomainLabels'</span><span >,</span><span style="color: rgb(170, 4, 249);">'on'</span><span >); </span></span></div></div><div class="inlineWrapper outputs"><div class = 'S6'><span style="white-space: pre"><span >axis </span><span style="color: rgb(170, 4, 249);">square</span><span >; </span></span></div><div class = 'S7'><div class="inlineElement eoOutputWrapper embeddedOutputsFigure" uid="2274AC59" data-scroll-top="null" data-scroll-left="null" data-testid="output_1" style="width: 1364px;"><div class="figureElement"><img class="figureImage figureContainingNode" src="data:image/png;base64,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" style="width: 560px;"></div></div></div></div><div class="inlineWrapper"><div class = 'S8'><span style="white-space: pre"><span >specifyCoefficients(model,</span><span style="color: rgb(170, 4, 249);">'m'</span><span >,0,</span><span style="color: rgb(170, 4, 249);">'d'</span><span >,0,</span><span style="color: rgb(170, 4, 249);">'c'</span><span >,1,</span><span style="color: rgb(170, 4, 249);">'a'</span><span >,0,</span><span style="color: rgb(170, 4, 249);">'f'</span><span >,0,</span><span style="color: rgb(170, 4, 249);">'Face'</span><span >,1);</span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span >specifyCoefficients(model,</span><span style="color: rgb(170, 4, 249);">'m'</span><span >,0,</span><span style="color: rgb(170, 4, 249);">'d'</span><span >,0,</span><span style="color: rgb(170, 4, 249);">'c'</span><span >,1,</span><span style="color: rgb(170, 4, 249);">'a'</span><span >,0,</span><span style="color: rgb(170, 4, 249);">'f'</span><span >,-0.8378,</span><span style="color: rgb(170, 4, 249);">'Face'</span><span >,2);</span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span >specifyCoefficients(model,</span><span style="color: rgb(170, 4, 249);">'m'</span><span >,0,</span><span style="color: rgb(170, 4, 249);">'d'</span><span >,0,</span><span style="color: rgb(170, 4, 249);">'c'</span><span >,1,</span><span style="color: rgb(170, 4, 249);">'a'</span><span >,0,</span><span style="color: rgb(170, 4, 249);">'f'</span><span >,0.8378,</span><span style="color: rgb(170, 4, 249);">'Face'</span><span >,3);</span></span></div></div><div class="inlineWrapper"><div class = 'S4'><span style="white-space: pre"><span >specifyCoefficients(model,</span><span style="color: rgb(170, 4, 249);">'m'</span><span >,0,</span><span style="color: rgb(170, 4, 249);">'d'</span><span >,0,</span><span style="color: rgb(170, 4, 249);">'c'</span><span >,1/5000,</span><span style="color: rgb(170, 4, 249);">'a'</span><span >,0,</span><span style="color: rgb(170, 4, 249);">'f'</span><span >,0,</span><span style="color: rgb(170, 4, 249);">'Face'</span><span >,4:6);</span></span></div></div></div><div class = 'S5'><span>Now we generate the mesh with a smaller mesh size Hmax and furthermore note that the mesh becomes even smaller near the shims. Just zoom into the plot. Now we plot the potential, which is available as</span><span style=' font-family: monospace;'> result.NodalSolution</span><span> and superimpose the geometry.</span></div><div class="CodeBlock"><div class="inlineWrapper outputs"><div class = 'S9'><span style="white-space: pre"><span >generateMesh(model,</span><span style="color: rgb(170, 4, 249);">'Hmax'</span><span >,0.02); figure; pdemesh(model);</span></span></div><div class = 'S7'><div class="inlineElement eoOutputWrapper embeddedOutputsFigure" uid="B3904475" data-scroll-top="null" data-scroll-left="null" data-testid="output_2" style="width: 1364px;"><div class="figureElement"><img class="figureImage figureContainingNode" 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" style="width: 560px;"></div></div></div></div><div class="inlineWrapper"><div class = 'S8'><span style="white-space: pre"><span >result=solvepde(model);</span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span >figure; </span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span >pdeplot(model,</span><span style="color: rgb(170, 4, 249);">'xydata'</span><span >,result.NodalSolution,</span><span style="color: rgb(170, 4, 249);">'contour'</span><span >,</span><span style="color: rgb(170, 4, 249);">'on'</span><span >);</span></span></div></div><div class="inlineWrapper outputs"><div class = 'S6'><span style="white-space: pre"><span >hold </span><span style="color: rgb(170, 4, 249);">on</span><span >; pdegplot(model)</span></span></div><div class = 'S7'><div class="inlineElement eoOutputWrapper embeddedOutputsFigure" uid="636C5B5D" data-scroll-top="null" data-scroll-left="null" data-testid="output_3" style="width: 1364px;"><div class="figureElement"><img class="figureImage figureContainingNode" 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" style="width: 560px;"></div></div></div></div></div><div class = 'S5'><span>The post-processing steps are the same as in </span><span style=' font-family: monospace;'>CmagnetUpperHalf.mlx.</span><span> We just calculate the magnitude of the magnetic field </span><span style=' font-family: monospace;'>Bn</span><span> and plot it with contour lines and the geometry superimposed.</span></div><div class="CodeBlock"><div class="inlineWrapper"><div class = 'S2'><span style="white-space: pre"><span >Bn=hypot(result.XGradients,result.YGradients);</span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span >figure; pdeplot(model,</span><span style="color: rgb(170, 4, 249);">'xydata'</span><span >,Bn,</span><span style="color: rgb(170, 4, 249);">'contour'</span><span >,</span><span style="color: rgb(170, 4, 249);">'on'</span><span >); </span></span></div></div><div class="inlineWrapper outputs"><div class = 'S6'><span style="white-space: pre"><span >hold </span><span style="color: rgb(170, 4, 249);">on</span><span >; pdegplot(model);</span></span></div><div class = 'S7'><div class="inlineElement eoOutputWrapper embeddedOutputsFigure" uid="0CD8DADC" data-scroll-top="null" data-scroll-left="null" data-testid="output_4" style="width: 1364px;"><div class="figureElement"><img class="figureImage figureContainingNode" 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" style="width: 560px;"></div></div></div></div></div><div class = 'S5'><span>Also the field in the gap is plotted. Here we observe that the 2mm shims actually bend the field at the edges a bit upwards. Thus, they are to high and we have to reduce the size to maybe 1mm, which is easily accomplished by just changing </span><span style=' font-family: monospace;'>dy</span><span> where the shims are defined. </span></div><div class="CodeBlock"><div class="inlineWrapper"><div class = 'S2'><span style="white-space: pre"><span >x=0.05:0.01:1.4; y=zeros(1,length(x)); </span><span style="color: rgb(2, 128, 9);">% define line</span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span >[By,Bx]=evaluateGradient(result,x,y); Bx=-Bx;</span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span >B=hypot(Bx,By);</span></span></div></div><div class="inlineWrapper"><div class = 'S3'><span style="white-space: pre"><span >figure; plot(x,B,</span><span style="color: rgb(170, 4, 249);">'k'</span><span >,</span><span style="color: rgb(170, 4, 249);">'LineWidth'</span><span >,2)</span></span></div></div><div class="inlineWrapper outputs"><div class = 'S6'><span style="white-space: pre"><span >xlabel(</span><span style="color: rgb(170, 4, 249);">'x [m]'</span><span >); ylabel(</span><span style="color: rgb(170, 4, 249);">'B [T]'</span><span >); ylim([0,1.1]); </span></span></div><div class = 'S7'><div class="inlineElement eoOutputWrapper embeddedOutputsFigure" uid="34BDE893" data-scroll-top="null" data-scroll-left="null" data-testid="output_5" style="width: 1364px;"><div class="figureElement"><img class="figureImage figureContainingNode" 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" style="width: 560px;"></div></div></div></div><div class="inlineWrapper"><div class = 'S10'><span style="white-space: pre"><span >dlmwrite(</span><span style="color: rgb(170, 4, 249);">'Cmag_shim_2mm.dat'</span><span >,[x',B],</span><span style="color: rgb(170, 4, 249);">'delimiter'</span><span >,</span><span style="color: rgb(170, 4, 249);">'\t'</span><span >);</span></span></div></div></div><div class = 'S5'><span>Here we also write the magnetic field along the line into a file, such that we can later use it and compare configurations with shims of different sizes.</span></div>
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%%
% Companion software for "Volker Ziemann, _Hands-on Accelerator physics using
% MATLAB, CRCPress, 2019_" (<https://www.crcpress.com/9781138589940 https://www.crcpress.com/9781138589940>)
%% C-magnet, the upper half with shims (Section 4.3.2)
% Volker Ziemann, 211109, CC-BY-SA-4.0
%
% *Important:* this example requires the PDE toolbox!
%
% Here we use the model of the upper half of the C-magnet and small pieces of
% iron to the ends of the pole gap, so-called _shims_, in order to increase the
% extent of the region where the filed is constant. Therefore we just copy the
% description of the geometry from |CmagnetUpperHalf.mlx|
clear all; close all
Cmag=[2; 8; ... %..Yoke
0;0;0.3;0.3;1;1;-0.6;-0.6; ...
0;0.3;0.3;0.05;0.05;0.8;0.8;0];
C1=[2;4;0;0;0.3;0.3; 0.1;0.3;0.3;0.1;zeros(8,1)];
C2=[2;4;1;1;1.3;1.3; 0.1;0.3;0.3;0.1;zeros(8,1)];
World=[2;4; -1;1.6;1.6;-1;0;0;1;1;zeros(8,1)];
%%
% and add the two small pieces of iron |S1| and |S2| to the left and rright
% end of the pole gap. We parametrize its size by the width |dx| and height |dy|
% of the shims.
dx=0.050; dy=0.002; % shim width and height 50 mm x 2 mm
S1=[2;4;0.3;0.3+dx;0.3+dx;0.3;0.05-dy;0.05-dy;0.05;0.05;zeros(8,1)]; % left shim
S2=[2;4;0.95;0.95+dx;0.95+dx;0.95;0.05-dy;0.05-dy;0.05;0.05;zeros(8,1)]; % right shim
%%
% Now we are ready to define the geometry follwing the recipe used in the previous
% examples. Do not forget to add the shims!
gd=[World,Cmag,C1,C2,S1,S2]; % assemble geometry
ns=char('World','Cmag','C1','C2','S1','S2')'; % names of the regions
sf='World+Cmag+C1+C2+S1+S2';
g=decsg(gd,sf,ns);
%%
% After creating the model, we display the EdgeLabels, which allows us to specify
% the boundary conditions. This is equivalent to that section from |CmagnetUpperHalf.mlx.|
% Note that the there are many edges near the end of the pole gap. Those are the
% shims. Zoom in and inspect them.
model=createpde(1);
geometryFromEdges(model,g);
pdegplot(model,'EdgeLabels','on');axis square
applyBoundaryCondition(model,'Edge',[1:3],'u',0);
applyBoundaryCondition(model,'Edge',[9:11],'q',0,'g',0);
%%
% The next step is to inspect the SubDomainLabels and specify the material properties
% in the different regions. Again, note that the shims; they are named F4 and
% F6 now and we specify their coefficient |c =| $1/\mu_r$ to be that of iron.
pdegplot(model,'SubDomainLabels','on');
axis square;
specifyCoefficients(model,'m',0,'d',0,'c',1,'a',0,'f',0,'Face',1);
specifyCoefficients(model,'m',0,'d',0,'c',1,'a',0,'f',-0.8378,'Face',2);
specifyCoefficients(model,'m',0,'d',0,'c',1,'a',0,'f',0.8378,'Face',3);
specifyCoefficients(model,'m',0,'d',0,'c',1/5000,'a',0,'f',0,'Face',4:6);
%%
% Now we generate the mesh with a smaller mesh size Hmax and furthermore note
% that the mesh becomes even smaller near the shims. Just zoom into the plot.
% Now we plot the potential, which is available as |result.NodalSolution| and
% superimpose the geometry.
generateMesh(model,'Hmax',0.02); figure; pdemesh(model);
result=solvepde(model);
figure;
pdeplot(model,'xydata',result.NodalSolution,'contour','on');
hold on; pdegplot(model)
%%
% The post-processing steps are the same as in |CmagnetUpperHalf.mlx.| We just
% calculate the magnitude of the magnetic field |Bn| and plot it with contour
% lines and the geometry superimposed.
Bn=hypot(result.XGradients,result.YGradients);
figure; pdeplot(model,'xydata',Bn,'contour','on');
hold on; pdegplot(model);
%%
% Also the field in the gap is plotted. Here we observe that the 2mm shims actually
% bend the field at the edges a bit upwards. Thus, they are to high and we have
% to reduce the size to maybe 1mm, which is easily accomplished by just changing
% |dy| where the shims are defined.
x=0.05:0.01:1.4; y=zeros(1,length(x)); % define line
[By,Bx]=evaluateGradient(result,x,y); Bx=-Bx;
B=hypot(Bx,By);
figure; plot(x,B,'k','LineWidth',2)
xlabel('x [m]'); ylabel('B [T]'); ylim([0,1.1]);
dlmwrite('Cmag_shim_2mm.dat',[x',B],'delimiter','\t');
%%
% Here we also write the magnetic field along the line into a file, such that
% we can later use it and compare configurations with shims of different sizes.
##### SOURCE END #####
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