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For more information on notebooks and Mathematica-compatible applications, contact Wolfram Research: web: http://www.wolfram.com email: info@wolfram.com phone: +1-217-398-0700 (U.S.) Notebook reader applications are available free of charge from Wolfram Research. *******************************************************************) (*CacheID: 232*) (*NotebookFileLineBreakTest NotebookFileLineBreakTest*) (*NotebookOptionsPosition[ 154996, 6887]*) (*NotebookOutlinePosition[ 170075, 7435]*) (* CellTagsIndexPosition[ 170031, 7431]*) (*WindowFrame->Normal*) Notebook[{ Cell[CellGroupData[{ Cell["\<\ Finite Difference and Finite Element solution to flow in a \ Rectangular Duct\ \>", "Title", Evaluatable->False, TextAlignment->Left, AspectRatioFixed->True], Cell[TextData[{ "This notebook has been written in ", StyleBox["Mathematica ", FontSlant->"Italic"], "by \n\nMark J. McCready\nProfessor and Chair of Chemical Engineering\n\ University of Notre Dame\nNotre Dame IN 46556\nUSA\n\nmjm@nd.edu\n\n", ButtonBox["http://www.nd.edu/~mjm/", ButtonData:>{ URL[ "http://www.nd.edu/~mjm/"], None}, ButtonStyle->"Hyperlink"], "\n\nIt is copyrighted to the extent allowed by whatever laws pertain to \ the World Wide Web and the Internet.\n\nI would hope that as a professional \ courtesy that this notice remain visible to other users. \nThere is no charge \ for copying and dissemination \n\nVersion: 11/1/00\n" }], "Text"], Cell[TextData[{ "The numerical code for this problem is adapted from a Fortran program and \ discussion given by\nC. A. J. Fletcher (1991) ", StyleBox["Computational Techniques for Fluid Dynamics", FontSlant->"Italic"], ", Springer vol.1 p 112. " }], "Text", Evaluatable->False, AspectRatioFixed->True], Cell[CellGroupData[{ Cell["Homework problem ", "Subtitle", Evaluatable->False, AspectRatioFixed->True], Cell["\<\ 1. Plot the solution for different values of the the aspect ratio, \ ba. Explain what is happening. 2. What do you have to do to get accuate answers as ba is changed ?? 3. If you use the finite element method with nx=6 and ba>=6, there will be \ two cells of flow. \t\t How do you know that this is incorrect ? One of the important issues that \ you may face when using numerical codes is that they may not be correct !! 4. It is rather significant that the solution depends only on the geometric \ parameter, ba. There is no qualitative change in the flow field with flow \ rate. The group , (-eta/b^2/DPDZ) scales the velocity to make this possible, \ discuss this physical meaning of this group. \ \>", "Text", Evaluatable->False, AspectRatioFixed->True] }, Closed]], Cell[CellGroupData[{ Cell["\<\ This program solves steady laminar flow of a Newtonian fluid in a \ rectangular duct\ \>", "Subtitle", Evaluatable->False, AspectRatioFixed->True], Cell["\<\ Most flows of real interest are in geometries that do not give \ simple ode's that have analytical solutions. This program addresses the flow \ in a rectanular duct that is 2a wide (x direction) by 2b high (y direction). \ The flow is in the z direction. As with the infinitely wide channel, the \ pressure gradient is constant as are the viscous stress terms. \ \>", "Text",\ Evaluatable->False, AspectRatioFixed->True], Cell[CellGroupData[{ Cell["Equation set up", "SectionFirst"], Cell[CellGroupData[{ Cell["here is the differential equation", "Subsection", Evaluatable->False, AspectRatioFixed->True], Cell[CellGroupData[{ Cell[BoxData[ FormBox[ RowBox[{ RowBox[{"\[Eta]", " ", RowBox[{"(", RowBox[{ FractionBox[\(\[PartialD]\^2\( VZ(X, Y)\)\), \(\[PartialD]X\^2\), MultilineFunction->None], "+", FractionBox[\(\[PartialD]\^2\( VZ(X, Y)\)\), \(\[PartialD]Y\^2\), MultilineFunction->None]}], ")"}]}], "-", "DPDZ"}], TraditionalForm]], "Input", AspectRatioFixed->True], Cell[BoxData[ FormBox[ RowBox[{ RowBox[{"\[Eta]", " ", RowBox[{"(", RowBox[{ RowBox[{ SuperscriptBox["VZ", TagBox[\((0, 2)\), Derivative], MultilineFunction->None], "(", \(X, Y\), ")"}], "+", RowBox[{ SuperscriptBox["VZ", TagBox[\((2, 0)\), Derivative], MultilineFunction->None], "(", \(X, Y\), ")"}]}], ")"}]}], "-", "DPDZ"}], TraditionalForm]], "Output"] }, Open ]] }, Open ]], Cell[TextData[ "the boundary conditions are that the velocity is 0 on the wall. This gives\n\ VZ[-a,Y] = 0, VZ[a,Y] = 0, VZ[X,-b] = 0, VZ[X,b] = 0\n\nA problem with \ numerical solutions is that everytime a variable is changed, the solution \ must be recalculated. Thus it is convenient to rescale the variables. This \ will reduce the number of things that can vary. This idea is similar to the \ dimensional analysis that was employed in the beginning of the course.\nx = \ X/a, \ny = Y/b\nvz[x,y] = VZ[X,Y]*(-\[Eta]/b^2/DPDZ)\n\nIf the equation is \ divided by -DPDZ, the X,and Y derivatives are replaced by x and y derivatives \ (creating a 1/a^2 by the x term and 1/b^2 by the dy^2 term because \ \[PartialD]^2/\[PartialD]y^2 = b^2 \[PartialD]^2/\[PartialD]Y^2), then with \ the substitution of the new velocity we get with b/a = ba,"], "Text", Evaluatable->False, AspectRatioFixed->True], Cell[CellGroupData[{ Cell[BoxData[ FormBox[ RowBox[{ RowBox[{"ba", " ", FractionBox[\(\[PartialD]\^2\( vz(x, y)\)\), \(\[PartialD]x\^2\), MultilineFunction->None]}], "+", FractionBox[\(\[PartialD]\^2\( vz(x, y)\)\), \(\[PartialD]y\^2\), MultilineFunction->None], "+", "1"}], TraditionalForm]], "Input", AspectRatioFixed->True], Cell[BoxData[ FormBox[ RowBox[{ RowBox[{ SuperscriptBox["vz", TagBox[\((0, 2)\), Derivative], MultilineFunction->None], "(", \(x, y\), ")"}], "+", RowBox[{"ba", " ", RowBox[{ SuperscriptBox["vz", TagBox[\((2, 0)\), Derivative], MultilineFunction->None], "(", \(x, y\), ")"}]}], "+", "1"}], TraditionalForm]], "Output"] }, Open ]], Cell[TextData[ "the boundary conditions become\n\nvz[-1,y] = 0, vz[1,y] = 0, vz[x,-1] = 0, \ vz[x,1] = 0"], "Text", Evaluatable->False, AspectRatioFixed->True], Cell[TextData[ "The equation separates and can be solved analytically. You can learn to do \ it at some later time. Below I give a program that solves the problem \ numerically. "], "Text", Evaluatable->False, AspectRatioFixed->True] }, Closed]], Cell[CellGroupData[{ Cell["Here is the numerical solution.", "SectionFirst", Evaluatable->False, AspectRatioFixed->True], Cell[CellGroupData[{ Cell[BoxData[{ \(\(nx = 20;\)\), "\n", \(\(me = 2;\)\), "\n", \(\(nem = 12;\)\), "\n", \(\(bar = 8;\)\), "\n", \(\(eps = .00001;\)\), "\n", \(\(imax = 30;\)\), "\n", \(\(om = 1.5;\)\), "\n", \(\(rms = 1;\)\)}], "Input", AspectRatioFixed->True], Cell[BoxData[{ \(\(nh = nx\/2 + 1;\)\), "\n", \(\(ny = nx;\)\), "\n", \(\(nxp = nx - 1;\)\), "\n", \(\(nyp = nxp;\)\), "\n", \(\(nypp = nyp - 1;\)\), "\n", \(\(anx = nxp;\)\), "\n", \(\(dx = 2. \/anx;\)\), "\n", \(\(dxs = dx\ dx;\)\), "\n", \(\(dy = dx;\)\), "\n", \(\(dys = dxs;\)\), "\n", \(\(bas = \(bar\ bar\)\/dxs;\)\), "\n", \(\(par1 = bas + 1. \/dys;\)\), "\n", \(\(par2 = 1\/3\ \((2. \/dys - bas)\);\)\), "\n", \(\(par3 = 1\/3\ \((2. \ bas - 1. \/dys)\);\)\), "\n", \(\(n = nem;\)\)}], "Input", AspectRatioFixed->True], Cell[CellGroupData[{ Cell[TextData["This part generates the analytical solution"], "Text", Evaluatable->False, AspectRatioFixed->True], Cell[BoxData[ \(\(Do[x = \(-1. \) + \((j - 1)\)\ dx; Do[y = \(-1. \) + \((k - 1)\)\ dy; xan = 0.5\ N[\[Pi]]\ x; yan = 0.5\ N[\[Pi]]\ y; w = 0.0; ql = 0.0; Do[al = l; cx = N[Cos[al\ xan]]; Do[am = m; cy = N[Cos[am\ yan]]; lm = \(m + l\)\/2 - 1. ; If[lm == 0, sig = 1]; If[lm > 0, sig = \((\(-1. \))\)\^lm]; den = al\ am\ \((\((al\ bar)\)\^2 + am\ am)\); dum = N[\(sig\ cx\ cy\)\/den]; w = N[w + dum]; ql = ql + 1. \/\(den\ al\ am\), {m, 1, n, 2}], {l, 1, n, 2}]; w = N[\((8. \/\[Pi]\^2)\)\^2]\ w; ql = \(16. \ \((8. \/\(\[Pi]\ \[Pi]\))\)\^2\ ql\)\/\(\[Pi]\ \ \[Pi]\); wex[j, k] = N[w]; wa[j, k] = N[w], {k, 1, ny}], {j, 1, nx}];\)\)], "Input", AspectRatioFixed->True] }, Closed]], Cell[CellGroupData[{ Cell[TextData[ "This section displays the exact solution. Note that if too few terms are \ used, it is not very accurate !!"], "Text", Evaluatable->False, AspectRatioFixed->True], Cell[CellGroupData[{ Cell[BoxData[ \(\(N[Table[wex[i, j], {i, 1, nx}, {j, 1, ny}]];\)\)], "Input", AspectRatioFixed->True], Cell[TextData[ "The contour plot makes the fastest velocity white and slower velocities \ darker. 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.96913 .09097 L .96716 .09729 L .96356 .10362 L .95558 .10994 L .93016 .11542 L .91813 .11627 L .87955 .11722 L .82895 .117 L .77834 .11724 L .72773 .11741 L .67713 .11718 L .62652 .11724 L .57591 .11739 L .5253 .11722 L .4747 .11722 L .42409 .11739 L .37348 .11724 L .32287 .11718 L .27227 .11741 L .22166 .11724 L Mistroke .17105 .117 L .12045 .11722 L .08187 .11627 L .06984 .11542 L .04442 .10994 L .03644 .10362 L .03284 .09729 L .03087 .09097 L .02971 .08464 L .02899 .07831 L .02855 .07199 L .02837 .06566 L .02837 .05934 L .02855 .05301 L .02899 .04669 L .02971 .04036 L .03087 .03403 L .03284 .02771 L .03644 .02138 L .04442 .01506 L .06984 .00958 L .08187 .00873 L .12045 .00778 L Mfstroke .3 g .06984 .01428 m .12045 .0111 L .17105 .01145 L .22166 .01105 L .27227 .01076 L .32287 .01114 L .37348 .01104 L .42409 .0108 L .4747 .01108 L .5253 .01108 L .57591 .0108 L .62652 .01104 L .67713 .01114 L .72773 .01076 L .77834 .01105 L .82895 .01145 L .87955 .0111 L .93016 .01428 L .93435 .01506 L .9512 .02138 L .95793 .02771 L .96146 .03403 L .9635 .04036 L .96476 .04669 L .9655 .05301 L .96583 .05934 L .96583 .06566 L .9655 .07199 L .96476 .07831 L .9635 .08464 L .96146 .09097 L .95793 .09729 L .9512 .10362 L .93435 .10994 L .93016 .11072 L .87955 .1139 L .82895 .11355 L .77834 .11395 L .72773 .11424 L .67713 .11386 L .62652 .11396 L .57591 .1142 L .5253 .11392 L .4747 .11392 L .42409 .1142 L .37348 .11396 L .32287 .11386 L .27227 .11424 L .22166 .11395 L .17105 .11355 L .12045 .1139 L .06984 .11072 L .06565 .10994 L .0488 .10362 L .04207 .09729 L .03854 .09097 L .0365 .08464 L .03524 .07831 L .0345 .07199 L .03417 .06566 L .03417 .05934 L .0345 .05301 L .03524 .04669 L .0365 .04036 L .03854 .03403 L .04207 .02771 L .0488 .02138 L .06565 .01506 L F 0 g .06984 .01428 m .12045 .0111 L .17105 .01145 L .22166 .01105 L .27227 .01076 L .32287 .01114 L .37348 .01104 L .42409 .0108 L .4747 .01108 L .5253 .01108 L .57591 .0108 L .62652 .01104 L .67713 .01114 L .72773 .01076 L .77834 .01105 L .82895 .01145 L .87955 .0111 L .93016 .01428 L .93435 .01506 L .9512 .02138 L .95793 .02771 L .96146 .03403 L .9635 .04036 L .96476 .04669 L .9655 .05301 L .96583 .05934 L .96583 .06566 L .9655 .07199 L .96476 .07831 L .9635 .08464 L .96146 .09097 L .95793 .09729 L .9512 .10362 L .93435 .10994 L .93016 .11072 L .87955 .1139 L .82895 .11355 L .77834 .11395 L .72773 .11424 L .67713 .11386 L .62652 .11396 L .57591 .1142 L .5253 .11392 L .4747 .11392 L .42409 .1142 L .37348 .11396 L .32287 .11386 L .27227 .11424 L .22166 .11395 L .17105 .11355 L Mistroke .12045 .1139 L .06984 .11072 L .06565 .10994 L .0488 .10362 L .04207 .09729 L .03854 .09097 L .0365 .08464 L .03524 .07831 L .0345 .07199 L .03417 .06566 L .03417 .05934 L .0345 .05301 L .03524 .04669 L .0365 .04036 L .03854 .03403 L .04207 .02771 L .0488 .02138 L .06565 .01506 L .06984 .01428 L Mfstroke .4 g .12045 .0147 m .16511 .01506 L .17105 .01516 L .18429 .01506 L .22166 .01459 L .27227 .01417 L .32287 .0147 L .37348 .01457 L .42409 .01421 L .4747 .01462 L .5253 .01462 L .57591 .01421 L .62652 .01457 L .67713 .0147 L .72773 .01417 L .77834 .01459 L .81571 .01506 L .82895 .01516 L .83489 .01506 L .87955 .0147 L .89161 .01506 L .93016 .01971 L .93552 .02138 L .94714 .02771 L .9528 .03403 L .95596 .04036 L .95789 .04669 L .95901 .05301 L .9595 .05934 L .9595 .06566 L .95901 .07199 L .95789 .07831 L .95596 .08464 L .9528 .09097 L .94714 .09729 L .93552 .10362 L .93016 .10529 L .89161 .10994 L .87955 .1103 L .83489 .10994 L .82895 .10984 L .81571 .10994 L .77834 .11041 L .72773 .11083 L .67713 .1103 L .62652 .11043 L .57591 .11079 L .5253 .11038 L .4747 .11038 L .42409 .11079 L .37348 .11043 L .32287 .1103 L .27227 .11083 L .22166 .11041 L .18429 .10994 L .17105 .10984 L .16511 .10994 L .12045 .1103 L .10839 .10994 L .06984 .10529 L .06448 .10362 L .05286 .09729 L .0472 .09097 L .04404 .08464 L .04211 .07831 L .04099 .07199 L .0405 .06566 L .0405 .05934 L .04099 .05301 L .04211 .04669 L .04404 .04036 L .0472 .03403 L .05286 .02771 L .06448 .02138 L .06984 .01971 L .10839 .01506 L F 0 g .12045 .0147 m .16511 .01506 L .17105 .01516 L .18429 .01506 L .22166 .01459 L .27227 .01417 L .32287 .0147 L .37348 .01457 L .42409 .01421 L .4747 .01462 L .5253 .01462 L .57591 .01421 L .62652 .01457 L .67713 .0147 L .72773 .01417 L .77834 .01459 L .81571 .01506 L .82895 .01516 L .83489 .01506 L .87955 .0147 L .89161 .01506 L .93016 .01971 L .93552 .02138 L .94714 .02771 L .9528 .03403 L .95596 .04036 L .95789 .04669 L .95901 .05301 L .9595 .05934 L .9595 .06566 L .95901 .07199 L .95789 .07831 L .95596 .08464 L .9528 .09097 L .94714 .09729 L .93552 .10362 L .93016 .10529 L .89161 .10994 L .87955 .1103 L .83489 .10994 L .82895 .10984 L .81571 .10994 L .77834 .11041 L .72773 .11083 L .67713 .1103 L .62652 .11043 L .57591 .11079 L .5253 .11038 L .4747 .11038 L .42409 .11079 L Mistroke .37348 .11043 L .32287 .1103 L .27227 .11083 L .22166 .11041 L .18429 .10994 L .17105 .10984 L .16511 .10994 L .12045 .1103 L .10839 .10994 L .06984 .10529 L .06448 .10362 L .05286 .09729 L .0472 .09097 L .04404 .08464 L .04211 .07831 L .04099 .07199 L .0405 .06566 L .0405 .05934 L .04099 .05301 L .04211 .04669 L .04404 .04036 L .0472 .03403 L .05286 .02771 L .06448 .02138 L .06984 .01971 L .10839 .01506 L .12045 .0147 L Mfstroke .5 g .12045 .01866 m .17105 .01921 L .22166 .01845 L .27227 .01788 L .32287 .01859 L .37348 .01841 L .42409 .01794 L .4747 .01848 L .5253 .01848 L .57591 .01794 L .62652 .01841 L .67713 .01859 L .72773 .01788 L .77834 .01845 L .82895 .01921 L .87955 .01866 L .91227 .02138 L .93016 .02603 L .93384 .02771 L .94272 .03403 L .94743 .04036 L .95022 .04669 L .95182 .05301 L .95252 .05934 L .95252 .06566 L .95182 .07199 L .95022 .07831 L .94743 .08464 L .94272 .09097 L .93384 .09729 L .93016 .09897 L .91227 .10362 L .87955 .10634 L .82895 .10579 L .77834 .10655 L .72773 .10712 L .67713 .10641 L .62652 .10659 L .57591 .10706 L .5253 .10652 L .4747 .10652 L .42409 .10706 L .37348 .10659 L .32287 .10641 L .27227 .10712 L .22166 .10655 L .17105 .10579 L .12045 .10634 L .08773 .10362 L .06984 .09897 L .06616 .09729 L .05728 .09097 L .05257 .08464 L .04978 .07831 L .04818 .07199 L .04748 .06566 L .04748 .05934 L .04818 .05301 L .04978 .04669 L .05257 .04036 L .05728 .03403 L .06616 .02771 L .06984 .02603 L .08773 .02138 L F 0 g .12045 .01866 m .17105 .01921 L .22166 .01845 L .27227 .01788 L .32287 .01859 L .37348 .01841 L .42409 .01794 L .4747 .01848 L .5253 .01848 L .57591 .01794 L .62652 .01841 L .67713 .01859 L .72773 .01788 L .77834 .01845 L .82895 .01921 L .87955 .01866 L .91227 .02138 L .93016 .02603 L .93384 .02771 L .94272 .03403 L .94743 .04036 L .95022 .04669 L .95182 .05301 L .95252 .05934 L .95252 .06566 L .95182 .07199 L .95022 .07831 L .94743 .08464 L .94272 .09097 L .93384 .09729 L .93016 .09897 L .91227 .10362 L .87955 .10634 L .82895 .10579 L .77834 .10655 L .72773 .10712 L .67713 .10641 L .62652 .10659 L .57591 .10706 L .5253 .10652 L .4747 .10652 L .42409 .10706 L .37348 .10659 L .32287 .10641 L .27227 .10712 L .22166 .10655 L .17105 .10579 L .12045 .10634 L .08773 .10362 L .06984 .09897 L Mistroke .06616 .09729 L .05728 .09097 L .05257 .08464 L .04978 .07831 L .04818 .07199 L .04748 .06566 L .04748 .05934 L .04818 .05301 L .04978 .04669 L .05257 .04036 L .05728 .03403 L .06616 .02771 L .06984 .02603 L .08773 .02138 L .12045 .01866 L Mfstroke .6 g .12045 .02304 m .17105 .02366 L .22166 .02267 L .27227 .02195 L .32287 .02285 L .37348 .02262 L .42409 .02202 L .4747 .0227 L .5253 .0227 L .57591 .02202 L .62652 .02262 L .67713 .02285 L .72773 .02195 L .77834 .02267 L .82895 .02366 L .87955 .02304 L .91559 .02771 L .93016 .03387 L .93041 .03403 L .93746 .04036 L .94146 .04669 L .94371 .05301 L .94468 .05934 L .94468 .06566 L .94371 .07199 L .94146 .07831 L .93746 .08464 L .93041 .09097 L .93016 .09113 L .91559 .09729 L .87955 .10196 L .82895 .10134 L .77834 .10233 L .72773 .10305 L .67713 .10215 L .62652 .10238 L .57591 .10298 L .5253 .1023 L .4747 .1023 L .42409 .10298 L .37348 .10238 L .32287 .10215 L .27227 .10305 L .22166 .10233 L .17105 .10134 L .12045 .10196 L .08441 .09729 L .06984 .09113 L .06959 .09097 L .06254 .08464 L .05854 .07831 L .05629 .07199 L .05532 .06566 L .05532 .05934 L .05629 .05301 L .05854 .04669 L .06254 .04036 L .06959 .03403 L .06984 .03387 L .08441 .02771 L F 0 g .12045 .02304 m .17105 .02366 L .22166 .02267 L .27227 .02195 L .32287 .02285 L .37348 .02262 L .42409 .02202 L .4747 .0227 L .5253 .0227 L .57591 .02202 L .62652 .02262 L .67713 .02285 L .72773 .02195 L .77834 .02267 L .82895 .02366 L .87955 .02304 L .91559 .02771 L .93016 .03387 L .93041 .03403 L .93746 .04036 L .94146 .04669 L .94371 .05301 L .94468 .05934 L .94468 .06566 L .94371 .07199 L .94146 .07831 L .93746 .08464 L .93041 .09097 L .93016 .09113 L .91559 .09729 L .87955 .10196 L .82895 .10134 L .77834 .10233 L .72773 .10305 L .67713 .10215 L .62652 .10238 L .57591 .10298 L .5253 .1023 L .4747 .1023 L .42409 .10298 L .37348 .10238 L .32287 .10215 L .27227 .10305 L .22166 .10233 L .17105 .10134 L .12045 .10196 L .08441 .09729 L .06984 .09113 L .06959 .09097 L .06254 .08464 L Mistroke .05854 .07831 L .05629 .07199 L .05532 .06566 L .05532 .05934 L .05629 .05301 L .05854 .04669 L .06254 .04036 L .06959 .03403 L .06984 .03387 L .08441 .02771 L .12045 .02304 L Mfstroke .7 g .22166 .02738 m .27227 .02642 L .32287 .02759 L .37348 .02729 L .42409 .02651 L .4747 .0274 L .5253 .0274 L .57591 .02651 L .62652 .02729 L .67713 .02759 L .72773 .02642 L .77834 .02738 L .78954 .02771 L .82895 .02866 L .87955 .02798 L .91386 .03403 L .92521 .04036 L .93016 .04534 L .93109 .04669 L .93428 .05301 L .93564 .05934 L .93564 .06566 L .93428 .07199 L .93109 .07831 L .93016 .07966 L .92521 .08464 L .91386 .09097 L .87955 .09702 L .82895 .09634 L .78954 .09729 L .77834 .09762 L .72773 .09858 L .67713 .09741 L .62652 .09771 L .57591 .09849 L .5253 .0976 L .4747 .0976 L .42409 .09849 L .37348 .09771 L .32287 .09741 L .27227 .09858 L .22166 .09762 L .21046 .09729 L .17105 .09634 L .12045 .09702 L .08614 .09097 L .07479 .08464 L .06984 .07966 L .06891 .07831 L .06572 .07199 L .06436 .06566 L .06436 .05934 L .06572 .05301 L .06891 .04669 L .06984 .04534 L .07479 .04036 L .08614 .03403 L .12045 .02798 L .17105 .02866 L .21046 .02771 L F 0 g .22166 .02738 m .27227 .02642 L .32287 .02759 L .37348 .02729 L .42409 .02651 L .4747 .0274 L .5253 .0274 L .57591 .02651 L .62652 .02729 L .67713 .02759 L .72773 .02642 L .77834 .02738 L .78954 .02771 L .82895 .02866 L .87955 .02798 L .91386 .03403 L .92521 .04036 L .93016 .04534 L .93109 .04669 L .93428 .05301 L .93564 .05934 L .93564 .06566 L .93428 .07199 L .93109 .07831 L .93016 .07966 L .92521 .08464 L .91386 .09097 L .87955 .09702 L .82895 .09634 L .78954 .09729 L .77834 .09762 L .72773 .09858 L .67713 .09741 L .62652 .09771 L .57591 .09849 L .5253 .0976 L .4747 .0976 L .42409 .09849 L .37348 .09771 L .32287 .09741 L .27227 .09858 L .22166 .09762 L .21046 .09729 L .17105 .09634 L .12045 .09702 L .08614 .09097 L .07479 .08464 L .06984 .07966 L .06891 .07831 L .06572 .07199 L Mistroke .06436 .06566 L .06436 .05934 L .06572 .05301 L .06891 .04669 L .06984 .04534 L .07479 .04036 L .08614 .03403 L .12045 .02798 L .17105 .02866 L .21046 .02771 L .22166 .02738 L Mfstroke .8 g .12045 .03377 m .16006 .03403 L .17105 .03454 L .18926 .03403 L .22166 .03279 L .27227 .03153 L .32287 .03305 L .37348 .03266 L .42409 .03164 L .4747 .0328 L .5253 .0328 L .57591 .03164 L .62652 .03266 L .67713 .03305 L .72773 .03153 L .77834 .03279 L .81074 .03403 L .82895 .03454 L .83994 .03403 L .87955 .03377 L .88227 .03403 L .90846 .04036 L .91802 .04669 L .92279 .05301 L .92476 .05934 L .92476 .06566 L .92279 .07199 L .91802 .07831 L .90846 .08464 L .88227 .09097 L .87955 .09123 L .83994 .09097 L .82895 .09046 L .81074 .09097 L .77834 .09221 L .72773 .09347 L .67713 .09195 L .62652 .09234 L .57591 .09336 L .5253 .0922 L .4747 .0922 L .42409 .09336 L .37348 .09234 L .32287 .09195 L .27227 .09347 L .22166 .09221 L .18926 .09097 L .17105 .09046 L .16006 .09097 L .12045 .09123 L .11773 .09097 L .09154 .08464 L .08198 .07831 L .07721 .07199 L .07524 .06566 L .07524 .05934 L .07721 .05301 L .08198 .04669 L .09154 .04036 L .11773 .03403 L F 0 g .12045 .03377 m .16006 .03403 L .17105 .03454 L .18926 .03403 L .22166 .03279 L .27227 .03153 L .32287 .03305 L .37348 .03266 L .42409 .03164 L .4747 .0328 L .5253 .0328 L .57591 .03164 L .62652 .03266 L .67713 .03305 L .72773 .03153 L .77834 .03279 L .81074 .03403 L .82895 .03454 L .83994 .03403 L .87955 .03377 L .88227 .03403 L .90846 .04036 L .91802 .04669 L .92279 .05301 L .92476 .05934 L .92476 .06566 L .92279 .07199 L .91802 .07831 L .90846 .08464 L .88227 .09097 L .87955 .09123 L .83994 .09097 L .82895 .09046 L .81074 .09097 L .77834 .09221 L .72773 .09347 L .67713 .09195 L .62652 .09234 L .57591 .09336 L .5253 .0922 L .4747 .0922 L .42409 .09336 L .37348 .09234 L .32287 .09195 L .27227 .09347 L .22166 .09221 L .18926 .09097 L .17105 .09046 L .16006 .09097 L .12045 .09123 L Mistroke .11773 .09097 L .09154 .08464 L .08198 .07831 L .07721 .07199 L .07524 .06566 L .07524 .05934 L .07721 .05301 L .08198 .04669 L .09154 .04036 L .11773 .03403 L .12045 .03377 L Mfstroke .9 g .22166 .03953 m .27227 .03774 L .32287 .03987 L .37348 .03932 L .42409 .03789 L .4747 .03951 L .5253 .03951 L .57591 .03789 L .62652 .03932 L .67713 .03987 L .72773 .03774 L .77834 .03953 L .79298 .04036 L .82895 .04204 L .87955 .0412 L .89891 .04669 L .90739 .05301 L .91058 .05934 L .91058 .06566 L .90739 .07199 L .89891 .07831 L .87955 .0838 L .82895 .08296 L .79298 .08464 L .77834 .08547 L .72773 .08726 L .67713 .08513 L .62652 .08568 L .57591 .08711 L .5253 .08549 L .4747 .08549 L .42409 .08711 L .37348 .08568 L .32287 .08513 L .27227 .08726 L .22166 .08547 L .20702 .08464 L .17105 .08296 L .12045 .0838 L .10109 .07831 L .09261 .07199 L .08942 .06566 L .08942 .05934 L .09261 .05301 L .10109 .04669 L .12045 .0412 L .17105 .04204 L 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.0076 L .32287 .00758 L .37348 .00758 L .42409 .00758 L .4747 .00758 L .5253 .00758 L .57591 .00758 L .62652 .00758 L .67713 .00759 L .72773 .0076 L .77834 .00764 L .82895 .00775 L .87955 .00809 L .91441 .00873 L .93016 .00963 L .95646 .01506 L .96442 .02138 L .96787 .02771 L .96974 .03403 L .97086 .04036 L .97155 .04669 L .97195 .05301 L .97213 .05934 L .97213 .06566 L .97194 .07199 L .97153 .07831 L .97083 .08464 L .9697 .09097 L .96782 .09729 L .96434 .10362 L .95631 .10994 L .93016 .11532 L .91301 .11627 L .87955 .11684 L .82895 .11717 L .77834 .11727 L .72773 .1173 L .67713 .11731 L .62652 .11732 L .57591 .11732 L .5253 .11732 L .4747 .11732 L .42409 .11732 L .37348 .11732 L .32287 .11732 L .27227 .1173 L .22166 .11727 L .17105 .11718 L .12045 .11685 L .0867 .11627 L .06984 .11533 L .04364 .10994 L .03563 .10362 L .03216 .09729 L .03027 .09097 L .02914 .08464 L .02845 .07831 L .02804 .07199 L .02785 .06566 L .02784 .05934 L .02803 .05301 L .02843 .04669 L .02911 .04036 L .03023 .03403 L .03209 .02771 L .03553 .02138 L .04344 .01506 L .06984 .00961 L .08505 .00873 L F 0 g .12045 .00808 m .17105 .00774 L .22166 .00763 L .27227 .0076 L .32287 .00758 L .37348 .00758 L .42409 .00758 L .4747 .00758 L .5253 .00758 L .57591 .00758 L .62652 .00758 L .67713 .00759 L .72773 .0076 L .77834 .00764 L .82895 .00775 L .87955 .00809 L .91441 .00873 L .93016 .00963 L .95646 .01506 L .96442 .02138 L .96787 .02771 L .96974 .03403 L .97086 .04036 L .97155 .04669 L .97195 .05301 L .97213 .05934 L .97213 .06566 L .97194 .07199 L .97153 .07831 L .97083 .08464 L .9697 .09097 L .96782 .09729 L .96434 .10362 L .95631 .10994 L .93016 .11532 L .91301 .11627 L .87955 .11684 L .82895 .11717 L .77834 .11727 L .72773 .1173 L .67713 .11731 L .62652 .11732 L .57591 .11732 L .5253 .11732 L .4747 .11732 L .42409 .11732 L .37348 .11732 L .32287 .11732 L .27227 .1173 L .22166 .11727 L Mistroke .17105 .11718 L .12045 .11685 L .0867 .11627 L .06984 .11533 L .04364 .10994 L .03563 .10362 L .03216 .09729 L .03027 .09097 L .02914 .08464 L .02845 .07831 L .02804 .07199 L .02785 .06566 L .02784 .05934 L .02803 .05301 L .02843 .04669 L .02911 .04036 L .03023 .03403 L .03209 .02771 L .03553 .02138 L .04344 .01506 L .06984 .00961 L .08505 .00873 L .12045 .00808 L Mfstroke .3 g .06984 .01437 m .12045 .01164 L .17105 .01105 L .22166 .01087 L .27227 .01081 L .32287 .01079 L .37348 .01078 L .42409 .01078 L .4747 .01078 L .5253 .01078 L .57591 .01078 L .62652 .01078 L .67713 .01079 L .72773 .01082 L .77834 .01089 L .82895 .01107 L .87955 .01167 L .93016 .01442 L .93403 .01506 L .95218 .02138 L .95887 .02771 L .96231 .03403 L .96431 .04036 L .96552 .04669 L .96622 .05301 L .96655 .05934 L .96654 .06566 L .96621 .07199 L .96549 .07831 L .96426 .08464 L .96224 .09097 L .95876 .09729 L .952 .10362 L .93355 .10994 L .93016 .1105 L .87955 .11323 L .82895 .1138 L .77834 .11397 L .72773 .11402 L .67713 .11404 L .62652 .11405 L .57591 .11406 L .5253 .11406 L .4747 .11406 L .42409 .11406 L .37348 .11405 L .32287 .11405 L .27227 .11403 L .22166 .11398 L .17105 .11382 L .12045 .11325 L .06984 .11052 L .06631 .10994 L .04793 .10362 L .04119 .09729 L .03772 .09097 L .03569 .08464 L .03447 .07831 L .03375 .07199 L .03342 .06566 L .03341 .05934 L .03373 .05301 L .03443 .04669 L .03563 .04036 L .03763 .03403 L .04105 .02771 L .04771 .02138 L .06572 .01506 L F 0 g .06984 .01437 m .12045 .01164 L .17105 .01105 L .22166 .01087 L .27227 .01081 L .32287 .01079 L .37348 .01078 L .42409 .01078 L .4747 .01078 L .5253 .01078 L .57591 .01078 L .62652 .01078 L .67713 .01079 L .72773 .01082 L .77834 .01089 L .82895 .01107 L .87955 .01167 L .93016 .01442 L .93403 .01506 L .95218 .02138 L .95887 .02771 L .96231 .03403 L .96431 .04036 L .96552 .04669 L .96622 .05301 L .96655 .05934 L .96654 .06566 L .96621 .07199 L .96549 .07831 L .96426 .08464 L .96224 .09097 L .95876 .09729 L .952 .10362 L .93355 .10994 L .93016 .1105 L .87955 .11323 L .82895 .1138 L .77834 .11397 L .72773 .11402 L .67713 .11404 L .62652 .11405 L .57591 .11406 L .5253 .11406 L .4747 .11406 L .42409 .11406 L .37348 .11405 L .32287 .11405 L .27227 .11403 L .22166 .11398 L .17105 .11382 L Mistroke .12045 .11325 L .06984 .11052 L .06631 .10994 L .04793 .10362 L .04119 .09729 L .03772 .09097 L .03569 .08464 L .03447 .07831 L .03375 .07199 L .03342 .06566 L .03341 .05934 L .03373 .05301 L .03443 .04669 L .03563 .04036 L .03763 .03403 L .04105 .02771 L .04771 .02138 L .06572 .01506 L .06984 .01437 L Mfstroke .4 g .17105 .01461 m .22166 .01434 L .27227 .01425 L .32287 .01422 L .37348 .0142 L .42409 .0142 L .4747 .0142 L .5253 .0142 L .57591 .0142 L .62652 .01421 L .67713 .01422 L .72773 .01426 L .77834 .01437 L .82895 .01464 L .86196 .01506 L .87955 .01554 L .93016 .01985 L .93567 .02138 L .94797 .02771 L .9537 .03403 L .9569 .04036 L .95879 .04669 L .95987 .05301 L .96036 .05934 L .96036 .06566 L .95984 .07199 L .95874 .07831 L .95682 .08464 L .95358 .09097 L .94778 .09729 L .93526 .10362 L .93016 .10502 L .87955 .10932 L .85323 .10994 L .82895 .11018 L .77834 .11043 L .72773 .11052 L .67713 .11055 L .62652 .11056 L .57591 .11057 L .5253 .11057 L .4747 .11057 L .42409 .11057 L .37348 .11057 L .32287 .11056 L .27227 .11053 L .22166 .11045 L .17105 .1102 L .14522 .10994 L .12045 .10935 L .06984 .10506 L .0646 .10362 L .05213 .09729 L .04635 .09097 L .04311 .08464 L .0412 .07831 L .04009 .07199 L .03958 .06566 L .03957 .05934 L .04006 .05301 L .04113 .04669 L .04301 .04036 L .0462 .03403 L .05189 .02771 L .0641 .02138 L .06984 .01978 L .12045 .01549 L .13601 .01506 L F 0 g .17105 .01461 m .22166 .01434 L .27227 .01425 L .32287 .01422 L .37348 .0142 L .42409 .0142 L .4747 .0142 L .5253 .0142 L .57591 .0142 L .62652 .01421 L .67713 .01422 L .72773 .01426 L .77834 .01437 L .82895 .01464 L .86196 .01506 L .87955 .01554 L .93016 .01985 L .93567 .02138 L .94797 .02771 L .9537 .03403 L .9569 .04036 L .95879 .04669 L .95987 .05301 L .96036 .05934 L .96036 .06566 L .95984 .07199 L .95874 .07831 L .95682 .08464 L .95358 .09097 L .94778 .09729 L .93526 .10362 L .93016 .10502 L .87955 .10932 L .85323 .10994 L .82895 .11018 L .77834 .11043 L .72773 .11052 L .67713 .11055 L .62652 .11056 L .57591 .11057 L .5253 .11057 L .4747 .11057 L .42409 .11057 L .37348 .11057 L .32287 .11056 L .27227 .11053 L .22166 .11045 L .17105 .1102 L .14522 .10994 L .12045 .10935 L Mistroke .06984 .10506 L .0646 .10362 L .05213 .09729 L .04635 .09097 L .04311 .08464 L .0412 .07831 L .04009 .07199 L .03958 .06566 L .03957 .05934 L .04006 .05301 L .04113 .04669 L .04301 .04036 L .0462 .03403 L .05189 .02771 L .0641 .02138 L .06984 .01978 L .12045 .01549 L .13601 .01506 L .17105 .01461 L Mfstroke .5 g .12045 .01971 m .17105 .01845 L .22166 .01808 L .27227 .01795 L .32287 .0179 L .37348 .01788 L .42409 .01788 L .4747 .01787 L .5253 .01787 L .57591 .01788 L .62652 .01789 L .67713 .01791 L .72773 .01797 L .77834 .01811 L .82895 .0185 L .87955 .01977 L .90645 .02138 L .93016 .02623 L .93375 .02771 L .94331 .03403 L .94826 .04036 L .9511 .04669 L .95269 .05301 L .9534 .05934 L .95339 .06566 L .95264 .07199 L .95102 .07831 L .94814 .08464 L .94311 .09097 L .93337 .09729 L .93016 .0986 L .90485 .10362 L .87955 .10504 L .82895 .10628 L .77834 .10663 L .72773 .10675 L .67713 .1068 L .62652 .10682 L .57591 .10682 L .5253 .10683 L .4747 .10683 L .42409 .10682 L .37348 .10682 L .32287 .1068 L .27227 .10676 L .22166 .10665 L .17105 .10631 L .12045 .10508 L .0947 .10362 L .06984 .09866 L .06647 .09729 L .05677 .09097 L .05176 .08464 L .04889 .07831 L .04727 .07199 L .04652 .06566 L .0465 .05934 L .04721 .05301 L .04879 .04669 L .0516 .04036 L .05652 .03403 L .066 .02771 L .06984 .02613 L .09285 .02138 L F 0 g .12045 .01971 m .17105 .01845 L .22166 .01808 L .27227 .01795 L .32287 .0179 L .37348 .01788 L .42409 .01788 L .4747 .01787 L .5253 .01787 L .57591 .01788 L .62652 .01789 L .67713 .01791 L .72773 .01797 L .77834 .01811 L .82895 .0185 L .87955 .01977 L .90645 .02138 L .93016 .02623 L .93375 .02771 L .94331 .03403 L .94826 .04036 L .9511 .04669 L .95269 .05301 L .9534 .05934 L .95339 .06566 L .95264 .07199 L .95102 .07831 L .94814 .08464 L .94311 .09097 L .93337 .09729 L .93016 .0986 L .90485 .10362 L .87955 .10504 L .82895 .10628 L .77834 .10663 L .72773 .10675 L .67713 .1068 L .62652 .10682 L .57591 .10682 L .5253 .10683 L .4747 .10683 L .42409 .10682 L .37348 .10682 L .32287 .1068 L .27227 .10676 L .22166 .10665 L .17105 .10631 L .12045 .10508 L .0947 .10362 L .06984 .09866 L Mistroke .06647 .09729 L .05677 .09097 L .05176 .08464 L .04889 .07831 L .04727 .07199 L .04652 .06566 L .0465 .05934 L .04721 .05301 L .04879 .04669 L .0516 .04036 L .05652 .03403 L .066 .02771 L .06984 .02613 L .09285 .02138 L .12045 .01971 L Mfstroke .6 g .12045 .02441 m .17105 .02267 L .22166 .02217 L .27227 .022 L .32287 .02193 L .37348 .02191 L .42409 .0219 L .4747 .0219 L .5253 .0219 L .57591 .0219 L .62652 .02191 L .67713 .02194 L .72773 .02202 L .77834 .02221 L .82895 .02274 L .87955 .0245 L .9114 .02771 L .92983 .03403 L .93016 .03422 L .93776 .04036 L .94201 .04669 L .94433 .05301 L .94536 .05934 L .94534 .06566 L .94426 .07199 L .94189 .07831 L .93755 .08464 L .93016 .09057 L .92945 .09097 L .91033 .09729 L .87955 .10027 L .82895 .10199 L .77834 .10247 L .72773 .10264 L .67713 .1027 L .62652 .10272 L .57591 .10273 L .5253 .10274 L .4747 .10274 L .42409 .10273 L .37348 .10273 L .32287 .10271 L .27227 .10265 L .22166 .1025 L .17105 .10203 L .12045 .10033 L .08929 .09729 L .07035 .09097 L .06984 .09068 L .0623 .08464 L .05798 .07831 L .05561 .07199 L .05453 .06566 L .0545 .05934 L .05552 .05301 L .05782 .04669 L .06204 .04036 L .06984 .03406 L .06989 .03403 L .08804 .02771 L F 0 g .12045 .02441 m .17105 .02267 L .22166 .02217 L .27227 .022 L .32287 .02193 L .37348 .02191 L .42409 .0219 L .4747 .0219 L .5253 .0219 L .57591 .0219 L .62652 .02191 L .67713 .02194 L .72773 .02202 L .77834 .02221 L .82895 .02274 L .87955 .0245 L .9114 .02771 L .92983 .03403 L .93016 .03422 L .93776 .04036 L .94201 .04669 L .94433 .05301 L .94536 .05934 L .94534 .06566 L .94426 .07199 L .94189 .07831 L .93755 .08464 L .93016 .09057 L .92945 .09097 L .91033 .09729 L .87955 .10027 L .82895 .10199 L .77834 .10247 L .72773 .10264 L .67713 .1027 L .62652 .10272 L .57591 .10273 L .5253 .10274 L .4747 .10274 L .42409 .10273 L .37348 .10273 L .32287 .10271 L .27227 .10265 L .22166 .1025 L .17105 .10203 L .12045 .10033 L .08929 .09729 L .07035 .09097 L .06984 .09068 L .0623 .08464 L Mistroke .05798 .07831 L .05561 .07199 L .05453 .06566 L .0545 .05934 L .05552 .05301 L .05782 .04669 L .06204 .04036 L .06984 .03406 L .06989 .03403 L .08804 .02771 L .12045 .02441 L Mfstroke .7 g .17105 .02742 m .22166 .02673 L .27227 .02649 L .32287 .02641 L .37348 .02637 L .42409 .02636 L .4747 .02636 L .5253 .02636 L .57591 .02636 L .62652 .02638 L .67713 .02642 L .72773 .02653 L .77834 .02678 L .82895 .0275 L .83867 .02771 L .87955 .02993 L .90905 .03403 L .92388 .04036 L .93016 .04599 L .93069 .04669 L .93418 .05301 L .9357 .05934 L .93567 .06566 L .93408 .07199 L .93048 .07831 L .93016 .07873 L .92349 .08464 L .90808 .09097 L .87955 .09479 L .82895 .09716 L .82329 .09729 L .77834 .09783 L .72773 .09806 L .67713 .09814 L .62652 .09818 L .57591 .09819 L .5253 .0982 L .4747 .0982 L .42409 .09819 L .37348 .09818 L .32287 .09816 L .27227 .09808 L .22166 .09787 L .17408 .09729 L .17105 .09722 L .12045 .09487 L .09148 .09097 L .07625 .08464 L .06984 .079 L .06931 .07831 L .06573 .07199 L .06414 .06566 L .0641 .05934 L .06559 .05301 L .06905 .04669 L .06984 .04565 L .07578 .04036 L .09035 .03403 L .12045 .02981 L .15774 .02771 L F 0 g .17105 .02742 m .22166 .02673 L .27227 .02649 L .32287 .02641 L .37348 .02637 L .42409 .02636 L .4747 .02636 L .5253 .02636 L .57591 .02636 L .62652 .02638 L .67713 .02642 L .72773 .02653 L .77834 .02678 L .82895 .0275 L .83867 .02771 L .87955 .02993 L .90905 .03403 L .92388 .04036 L .93016 .04599 L .93069 .04669 L .93418 .05301 L .9357 .05934 L .93567 .06566 L .93408 .07199 L .93048 .07831 L .93016 .07873 L .92349 .08464 L .90808 .09097 L .87955 .09479 L .82895 .09716 L .82329 .09729 L .77834 .09783 L .72773 .09806 L .67713 .09814 L .62652 .09818 L .57591 .09819 L .5253 .0982 L .4747 .0982 L .42409 .09819 L .37348 .09818 L .32287 .09816 L .27227 .09808 L .22166 .09787 L .17408 .09729 L .17105 .09722 L .12045 .09487 L .09148 .09097 L .07625 .08464 L .06984 .079 L .06931 .07831 L Mistroke .06573 .07199 L .06414 .06566 L .0641 .05934 L .06559 .05301 L .06905 .04669 L .06984 .04565 L .07578 .04036 L .09035 .03403 L .12045 .02981 L .15774 .02771 L .17105 .02742 L Mfstroke .8 g .17105 .03291 m .22166 .03196 L .27227 .03164 L .32287 .03153 L .37348 .03148 L .42409 .03146 L .4747 .03146 L .5253 .03146 L .57591 .03147 L .62652 .03149 L .67713 .03155 L .72773 .03169 L .77834 .03204 L .82895 .03303 L .85388 .03403 L .87955 .03652 L .90147 .04036 L .91497 .04669 L .92087 .05301 L .92328 .05934 L .92323 .06566 L .92068 .07199 L .91456 .07831 L .9004 .08464 L .87955 .08815 L .84708 .09097 L .82895 .09157 L .77834 .09251 L .72773 .09283 L .67713 .09295 L .62652 .09299 L .57591 .09301 L .5253 .09302 L .4747 .09302 L .42409 .09302 L .37348 .093 L .32287 .09296 L .27227 .09286 L .22166 .09257 L .17105 .09166 L .15087 .09097 L .12045 .08828 L .099 .08464 L .08506 .07831 L .079 .07199 L .07647 .06566 L .0764 .05934 L .07877 .05301 L .08457 .04669 L .09777 .04036 L .12045 .03634 L .14384 .03403 L F 0 g .17105 .03291 m .22166 .03196 L .27227 .03164 L .32287 .03153 L .37348 .03148 L .42409 .03146 L .4747 .03146 L .5253 .03146 L .57591 .03147 L .62652 .03149 L .67713 .03155 L .72773 .03169 L .77834 .03204 L .82895 .03303 L .85388 .03403 L .87955 .03652 L .90147 .04036 L .91497 .04669 L .92087 .05301 L .92328 .05934 L .92323 .06566 L .92068 .07199 L .91456 .07831 L .9004 .08464 L .87955 .08815 L .84708 .09097 L .82895 .09157 L .77834 .09251 L .72773 .09283 L .67713 .09295 L .62652 .09299 L .57591 .09301 L .5253 .09302 L .4747 .09302 L .42409 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