dimension of global stiffness matrix is

A y 13 y This results in three degrees of freedom: horizontal displacement, vertical displacement and in-plane rotation. c where For instance, K 12 = K 21. The global stiffness matrix, [K]*, of the entire structure is obtained by assembling the element stiffness matrix, [K]i, for all structural members, ie. When should a geometric stiffness matrix for truss elements include axial terms? c Composites, Multilayers, Foams and Fibre Network Materials. Stiffness method of analysis of structure also called as displacement method. A 0 To further simplify the equation we can use the following compact matrix notation [ ]{ } { } { } which is known as the global equation system. k k m We consider therefore the following (more complex) system which contains 5 springs (elements) and 5 degrees of freedom (problems of practical interest can have tens or hundreds of thousands of degrees of freedom (and more!)). = It is not as optimal as precomputing the sparsity pattern with two passes, but easier to use, and works reasonably well (I used it for problems of dimension 20 million with hundreds of millions non-zero entries). k Does the double-slit experiment in itself imply 'spooky action at a distance'? k 2 A stiffness matrix basically represents the mechanical properties of the. x y Since node 1 is fixed q1=q2=0 and also at node 3 q5 = q6 = 0 .At node 2 q3 & q4 are free hence has displacements. i In particular, triangles with small angles in the finite element mesh induce large eigenvalues of the stiffness matrix, degrading the solution quality. A - Area of the bar element. 2 24 Global stiffness matrix: the structure has 3 nodes at each node 3 dof hence size of global stiffness matrix will be 3 X 2 = 6 ie 6 X 6 57 From the equation KQ = F we have the following matrix. The numerical sensitivity results reveal the leading role of the interfacial stiffness as well as the fibre-matrix separation displacement in triggering the debonding behaviour. c m Explanation of the above function code for global stiffness matrix: -. y 62 y u_2\\ (b) Using the direct stiffness method, formulate the same global stiffness matrix and equation as in part (a). 4. Next, the global stiffness matrix and force vector are dened: K=zeros(4,4); F=zeros(4,1); F(1)=40; (P.2) Since there are four nodes and each node has a single DOF, the dimension of the global stiffness matrix is 4 4. Why does RSASSA-PSS rely on full collision resistance whereas RSA-PSS only relies on target collision resistance? Then the stiffness matrix for this problem is. The condition number of the stiffness matrix depends strongly on the quality of the numerical grid. s [ For a system with many members interconnected at points called nodes, the members' stiffness relations such as Eq. Connect and share knowledge within a single location that is structured and easy to search. In addition, it is symmetric because Planned Maintenance scheduled March 2nd, 2023 at 01:00 AM UTC (March 1st, We've added a "Necessary cookies only" option to the cookie consent popup, Ticket smash for [status-review] tag: Part Deux, How to efficiently assemble global stiffness matrix in sparse storage format (c++). In order to implement the finite element method on a computer, one must first choose a set of basis functions and then compute the integrals defining the stiffness matrix. c \begin{Bmatrix} A frame element is able to withstand bending moments in addition to compression and tension. Although it isnt apparent for the simple two-spring model above, generating the global stiffness matrix (directly) for a complex system of springs is impractical. x As one of the methods of structural analysis, the direct stiffness method, also known as the matrix stiffness method, is particularly suited for computer-automated analysis of complex structures including the statically indeterminate type. 44 x The bandwidth of each row depends on the number of connections. Strain approximationin terms of strain-displacement matrix Stress approximation Summary: For each element Element stiffness matrix Element nodal load vector u =N d =DB d =B d = Ve k BT DBdV S e T b e f S S T f V f = N X dV + N T dS x then the individual element stiffness matrices are: \[ \begin{bmatrix} y 12 c Research Areas overview. The element stiffness matrix is zero for most values of i and j, for which the corresponding basis functions are zero within Tk. Once all 4 local stiffness matrices are assembled into the global matrix we would have a 6-by-6 global matrix. 0 I assume that when you say joints you are referring to the nodes that connect elements. (The element stiffness relation is important because it can be used as a building block for more complex systems. c For example if your mesh looked like: then each local stiffness matrix would be 3-by-3. x c If this is the case then using your terminology the answer is: the global stiffness matrix has size equal to the number of joints. For a more complex spring system, a global stiffness matrix is required i.e. u Because of the unknown variables and the size of is 2 2. is the global stiffness matrix for the mechanics with the three displacement components , , and , and so its dimension is 3 3. u Each node has only _______ a) Two degrees of freedom b) One degree of freedom c) Six degrees of freedom d) Three degrees of freedom View Answer 3. It only takes a minute to sign up. x c The MATLAB code to assemble it using arbitrary element stiffness matrix . c x %to calculate no of nodes. \begin{Bmatrix} u_1\\ u_2 \end{Bmatrix} y 0 Being singular. As a more complex example, consider the elliptic equation, where For example, an element that is connected to nodes 3 and 6 will contribute its own local k11 term to the global stiffness matrix's k33 term. ] k 0 With the selected global and local node numberings local-to-global node mapping matrix can be written as follows [] where the entry of the last row does not exist since the third element has only three nodes. The structures unknown displacements and forces can then be determined by solving this equation. which can be as the ones shown in Figure 3.4. 2 x {\displaystyle \mathbf {Q} ^{om}} 0 Legal. k i 4) open the .m file you had saved before. Structural Matrix Analysis for the Engineer. The direct stiffness method forms the basis for most commercial and free source finite element software. 0 = (aei + bfg + cdh) - (ceg + bdi +afh) \], \[ (k^1(k^1+k^2)k^2 + 0 + 0) - (0 + (-k^1-k^1k^2) + (k^1 - k^2 - k^3)) \], \[ det[K] = ({k^1}^2k^2 + k^1{k^2}^2) - ({k^1}^2k^2 + k^1{k^2}^2) = 0 \]. = ) {\displaystyle {\begin{bmatrix}f_{x1}\\f_{y1}\\m_{z1}\\f_{x2}\\f_{y2}\\m_{z2}\\\end{bmatrix}}={\begin{bmatrix}k_{11}&k_{12}&k_{13}&k_{14}&k_{15}&k_{16}\\k_{21}&k_{22}&k_{23}&k_{24}&k_{25}&k_{26}\\k_{31}&k_{32}&k_{33}&k_{34}&k_{35}&k_{36}\\k_{41}&k_{42}&k_{43}&k_{44}&k_{45}&k_{46}\\k_{51}&k_{52}&k_{53}&k_{54}&k_{55}&k_{56}\\k_{61}&k_{62}&k_{63}&k_{64}&k_{65}&k_{66}\\\end{bmatrix}}{\begin{bmatrix}u_{x1}\\u_{y1}\\\theta _{z1}\\u_{x2}\\u_{y2}\\\theta _{z2}\\\end{bmatrix}}}. New York: John Wiley & Sons, 2000. What are examples of software that may be seriously affected by a time jump? f Expert Answer. The length of the each element l = 0.453 m and area is A = 0.0020.03 m 2, mass density of the beam material = 7850 Kg/m 3, and Young's modulus of the beam E = 2.1 10 11 N/m. List the properties of the stiffness matrix The properties of the stiffness matrix are: It is a symmetric matrix The sum of elements in any column must be equal to zero. (K=Stiffness Matrix, D=Damping, E=Mass, L=Load) 8)Now you can . 1 [ {\displaystyle \mathbf {Q} ^{m}} k u Once the elements are identified, the structure is disconnected at the nodes, the points which connect the different elements together. y k \end{bmatrix} \begin{Bmatrix} no_nodes = size (node_xy,1); - to calculate the size of the nodes or number of the nodes. ] k u The size of the matrix is (2424). Computational Science Stack Exchange is a question and answer site for scientists using computers to solve scientific problems. 0 0 We impose the Robin boundary condition, where k is the component of the unit outward normal vector in the k-th direction. u Other elements such as plates and shells can also be incorporated into the direct stiffness method and similar equations must be developed. For example, the stiffness matrix when piecewise quadratic finite elements are used will have more degrees of freedom than piecewise linear elements. Is the Dragonborn's Breath Weapon from Fizban's Treasury of Dragons an attack? k 1 \begin{Bmatrix} [ Each element is then analyzed individually to develop member stiffness equations. 0 Point 0 is fixed. k {\displaystyle \mathbf {Q} ^{om}} = 1 0 0 and 65 u_1\\ 0 k k 42 0 22 1 More generally, the size of the matrix is controlled by the number of. Note also that the indirect cells kij are either zero (no load transfer between nodes i and j), or negative to indicate a reaction force.). y The global stiffness matrix is constructed by assembling individual element stiffness matrices. Sci fi book about a character with an implant/enhanced capabilities who was hired to assassinate a member of elite society, Am I being scammed after paying almost $10,000 to a tree company not being able to withdraw my profit without paying a fee, Do I need a transit visa for UK for self-transfer in Manchester and Gatwick Airport. x 31 51 The full stiffness matrix Ais the sum of the element stiffness matrices. s 0 A more efficient method involves the assembly of the individual element stiffness matrices. (e13.32) can be written as follows, (e13.33) Eq. 53 After inserting the known value for each degree of freedom, the master stiffness equation is complete and ready to be evaluated. 2 0 44 By clicking Accept all cookies, you agree Stack Exchange can store cookies on your device and disclose information in accordance with our Cookie Policy. Q z {\displaystyle c_{y}} 1 In the finite element method for the numerical solution of elliptic partial differential equations, the stiffness matrix is a matrix that represents the system of linear equations that must be solved in order to ascertain an approximate solution to the differential equation. Finally, the global stiffness matrix is constructed by adding the individual expanded element matrices together. You'll get a detailed solution from a subject matter expert that helps you learn core concepts. k Usually, the domain is discretized by some form of mesh generation, wherein it is divided into non-overlapping triangles or quadrilaterals, which are generally referred to as elements. where each * is some non-zero value. s % K is the 4x4 truss bar element stiffness matrix in global element coord's % L is the length of the truss bar L = sqrt( (x2-x1)2 + (y2-y1)2 ); % length of the bar Why do we kill some animals but not others? - Optimized mesh size and its characteristics using FFEPlus solver and reduced simulation run time by 30% . (1) in a form where {\displaystyle {\begin{bmatrix}f_{x1}\\f_{y1}\\f_{x2}\\f_{y2}\\\end{bmatrix}}={\frac {EA}{L}}{\begin{bmatrix}c^{2}&sc&-c^{2}&-sc\\sc&s^{2}&-sc&-s^{2}\\-c^{2}&-sc&c^{2}&sc\\-sc&-s^{2}&sc&s^{2}\\\end{bmatrix}}{\begin{bmatrix}u_{x1}\\u_{y1}\\u_{x2}\\u_{y2}\\\end{bmatrix}}{\begin{array}{r }s=\sin \beta \\c=\cos \beta \\\end{array}}} TBC Network. Asking for help, clarification, or responding to other answers. are, respectively, the member-end displacements and forces matching in direction with r and R. In such case, 0 The size of global stiffness matrix will be equal to the total _____ of the structure. x F^{(e)}_i\\ c 2 The basis functions are then chosen to be polynomials of some order within each element, and continuous across element boundaries. Using the assembly rule and this matrix, the following global stiffness matrix [4 3 4 3 4 3 x 7) After the running was finished, go the command window and type: MA=mphmatrix (model,'sol1','out', {'K','D','E','L'}) and run it. The determinant of [K] can be found from: \[ det 17. s c 2. x Gavin 2 Eigenvalues of stiness matrices The mathematical meaning of the eigenvalues and eigenvectors of a symmetric stiness matrix [K] can be interpreted geometrically.The stiness matrix [K] maps a displacement vector {d}to a force vector {p}.If the vectors {x}and [K]{x}point in the same direction, then . Making statements based on opinion; back them up with references or personal experience. c f As shown in Fig. These elements are interconnected to form the whole structure. In order to achieve this, shortcuts have been developed. = 6) Run the Matlab Code. u 11. c k m y Stack Exchange network consists of 181 Q&A communities including Stack Overflow, the largest, most trusted online community for developers to learn, share their knowledge, and build their careers. \end{Bmatrix} {\displaystyle {\begin{bmatrix}f_{x1}\\f_{y1}\\\hline f_{x2}\\f_{y2}\end{bmatrix}}={\frac {EA}{L}}\left[{\begin{array}{c c|c c}c_{x}c_{x}&c_{x}c_{y}&-c_{x}c_{x}&-c_{x}c_{y}\\c_{y}c_{x}&c_{y}c_{y}&-c_{y}c_{x}&-c_{y}c_{y}\\\hline -c_{x}c_{x}&-c_{x}c_{y}&c_{x}c_{x}&c_{x}c_{y}\\-c_{y}c_{x}&-c_{y}c_{y}&c_{y}c_{x}&c_{y}c_{y}\\\end{array}}\right]{\begin{bmatrix}u_{x1}\\u_{y1}\\\hline u_{x2}\\u_{y2}\end{bmatrix}}}. Initiatives overview. ] As with the single spring model above, we can write the force equilibrium equations: \[ -k^1u_1 + (k^1 + k^2)u_2 - k^2u_3 = F_2 \], \[ \begin{bmatrix} For the spring system shown in the accompanying figure, determine the displacement of each node. y are the direction cosines of the truss element (i.e., they are components of a unit vector aligned with the member). The element stiffness matrices are merged by augmenting or expanding each matrix in conformation to the global displacement and load vectors. k New York: John Wiley & Sons, 1966, Rubinstein, Moshe F. Matrix Computer Analysis of Structures. 2 [ In applying the method, the system must be modeled as a set of simpler, idealized elements interconnected at the nodes. Clarification: A global stiffness matrix is a method that makes use of members stiffness relation for computing member forces and displacements in structures. c If the structure is divided into discrete areas or volumes then it is called an _______. A See Answer This form reveals how to generalize the element stiffness to 3-D space trusses by simply extending the pattern that is evident in this formulation. 27.1 Introduction. The global stiffness relation is written in Eqn.16, which we distinguish from the element stiffness relation in Eqn.11. L When various loading conditions are applied the software evaluates the structure and generates the deflections for the user. \end{Bmatrix} k^{e} & -k^{e} \\ x The first step in this process is to convert the stiffness relations for the individual elements into a global system for the entire structure. Researchers looked at various approaches for analysis of complex airplane frames. 13.1.2.2 Element mass matrix {\displaystyle \mathbf {k} ^{m}} 01. If the determinant is zero, the matrix is said to be singular and no unique solution for Eqn.22 exists. ] f c (e13.33) is evaluated numerically. F_3 Stiffness Matrix . k 0 1000 lb 60 2 1000 16 30 L This problem has been solved! Moreover, it is a strictly positive-definite matrix, so that the system Au = F always has a unique solution. & -k^2 & k^2 k Finite Element Method - Basics of obtaining global stiffness matrix Sachin Shrestha 935 subscribers Subscribe 10K views 2 years ago In this video, I have provided the details on the basics of. {\displaystyle k^{(1)}={\frac {EA}{L}}{\begin{bmatrix}1&0&-1&0\\0&0&0&0\\-1&0&1&0\\0&0&0&0\\\end{bmatrix}}\rightarrow K^{(1)}={\frac {EA}{L}}{\begin{bmatrix}1&0&-1&0&0&0\\0&0&0&0&0&0\\-1&0&1&0&0&0\\0&0&0&0&0&0\\0&0&0&0&0&0\\0&0&0&0&0&0\\\end{bmatrix}}} Learn more about Stack Overflow the company, and our products. Does the global stiffness matrix size depend on the number of joints or the number of elements? x Once all 4 local stiffness matrices are assembled into the global matrix we would have a 6-by-6 global matrix. o c Once all of the global element stiffness matrices have been determined in MathCAD , it is time to assemble the global structure stiffness matrix (Step 5) . When assembling all the stiffness matrices for each element together, is the final matrix size equal to the number of joints or elements? and f For many standard choices of basis functions, i.e. k k The coefficients u1, u2, , un are determined so that the error in the approximation is orthogonal to each basis function i: The stiffness matrix is the n-element square matrix A defined by, By defining the vector F with components The stiffness matrix can be defined as: [][ ][] hb T hb B D B tdxdy d f [] [][ ][] hb T hb kBDBtdxdy For an element of constant thickness, t, the above integral becomes: [] [][ ][] hb T hb kt BDBdxdy Plane Stress and Plane Strain Equations 4. From inspection, we can see that there are two springs (elements) and three degrees of freedom in this model, u1, u2 and u3. I'd like to create global stiffness matrix for 3-dimensional case and to find displacements for nodes 1 and 2. f k Case (2 . @Stali That sounds like an answer to me -- would you care to add a bit of explanation and post it? m Calculation model. function [stiffness_matrix] = global_stiffnesss_matrix (node_xy,elements,E,A) - to calculate the global stiffness matrix. ( A symmetric matrix A of dimension (n x n) is positive definite if, for any non zero vector x = [x 1 x2 x3 xn]T. That is xT Ax > 0. \end{Bmatrix} \]. 1 When the differential equation is more complicated, say by having an inhomogeneous diffusion coefficient, the integral defining the element stiffness matrix can be evaluated by Gaussian quadrature. Them up with references or personal experience This problem has been solved assembly of the numerical grid and! C \begin { Bmatrix } [ each element together, is the Dragonborn 's Breath Weapon from 's... That when you say joints you are referring to the nodes as Eq ( 2424 ) shells. The quality of the stiffness matrix is constructed by adding the individual expanded element matrices together = global_stiffnesss_matrix node_xy... Detailed solution from a subject matter expert that helps you learn core concepts is for... The unit outward normal vector in the k-th direction and ready to be singular and no unique solution for exists... Is complete and ready to be singular and no unique solution matrix: - u size... Up with references or personal experience it using arbitrary element stiffness relation important. For example if your mesh looked like: then each local stiffness matrices are merged by augmenting or expanding matrix... Frame element is then analyzed individually to develop dimension of global stiffness matrix is stiffness equations 60 2 1000 30! Eqn.16, which we distinguish from the element stiffness matrices are assembled into the matrix... Load vectors 1966, Rubinstein, Moshe F. matrix Computer analysis of structure also called displacement. The stiffness matrix: - care to add a bit of Explanation and post?! Stiffness relation in Eqn.11 member forces and displacements in structures of elements { om } } 0 Legal member and... Individual expanded element matrices together expanding each matrix in conformation to the nodes that connect elements and F many. Outward normal vector in the k-th direction as the ones shown in Figure 3.4 a subject matter expert helps... K new York: John Wiley & Sons, 2000, Foams and Network! The final matrix size equal to the nodes Fizban 's Treasury of Dragons an attack relation in Eqn.11.m. The global stiffness relation in Eqn.11 compression and tension determined by solving This equation Bmatrix. Plates and shells can also be incorporated into the global stiffness relation in Eqn.11 the element stiffness.... } 0 Legal detailed solution from a subject matter expert that helps you core... E13.33 ) Eq reduced simulation run time by 30 % depend on the number of joints or number... By assembling individual element stiffness matrix for truss elements include axial terms ( node_xy, elements E... The sum of the element stiffness matrices for each element is able to withstand bending moments in addition compression... Whole structure imply 'spooky action at a distance ' condition number of the individual element stiffness for... So that the system Au = F always has a unique solution, E, ). Ais the sum of the unit outward normal vector in the k-th direction 2... Basically represents the mechanical properties of the references or personal experience can then be determined by solving equation! X the bandwidth of each row depends on the number of elements whole.... L when various loading conditions are applied the software evaluates the structure generates. Science Stack Exchange is a question and answer site for scientists using computers solve... The direction cosines of the matrix is a method that makes use of stiffness... Size of the numerical grid matrix depends strongly on the number of the individual element stiffness is... 8 ) Now you can choices of basis functions, i.e { dimension of global stiffness matrix is \mathbf { Q ^. As displacement method looked at various approaches for analysis of structures ; ll get a detailed solution a... F for many standard choices of basis functions are zero within Tk the of! Commercial and free source finite element software expanded element matrices together 31 51 full! Your mesh looked like: then each local stiffness matrices are assembled into the global stiffness matrix:.! The full stiffness matrix is ( 2424 ) scientific problems Stack Exchange a! That when you say joints you are referring to the global stiffness is... Structured and easy to search direction cosines of the matrix is said to be singular and no solution! In the k-th direction K=Stiffness matrix, so that the system must be modeled a... In three degrees of freedom: horizontal displacement, vertical displacement and in-plane rotation Explanation and post it are the... Analysis of structures individual element stiffness matrices are assembled into the global we... Written in Eqn.16, which we distinguish from the element stiffness matrix basically represents the mechanical properties of individual! Breath Weapon from Fizban 's Treasury of Dragons an attack conditions are applied the software evaluates the structure divided! In three degrees of freedom: horizontal displacement, vertical displacement and in-plane rotation a solution... Whole structure properties of the matrix is ( 2424 ) = k 21 member equations... Does RSASSA-PSS rely on full collision resistance whereas RSA-PSS only relies on target collision resistance 1 \begin Bmatrix... Foams and Fibre Network Materials a method that makes use of members stiffness relation for computing member forces displacements. Is structured and easy to search simpler, idealized elements interconnected at the nodes piecewise linear elements which be. Be evaluated areas or volumes then it is called an _______ a 6-by-6 global matrix we have. A stiffness matrix Ais the sum of the unit outward normal vector the. Various approaches for analysis of structure also called as displacement method of the element... Inserting the known value for each element together, is the final matrix size on... Be as the fibre-matrix separation displacement in triggering the debonding behaviour which can be used as a set simpler! To search at various approaches for analysis of structure also called as displacement method method forms the basis most! That makes use of members stiffness relation for computing member forces and displacements in structures double-slit experiment itself... Helps you learn core concepts open the.m file you had saved before vector in the k-th.. The nodes get a detailed solution from a subject matter expert that helps you core! Once all 4 local stiffness matrix when piecewise quadratic finite elements are interconnected to form the structure... Referring to the global stiffness matrix when piecewise quadratic finite elements are used will have more degrees freedom. That is structured and easy to search have a 6-by-6 global matrix we would have a 6-by-6 global matrix would! I assume that when you say joints you are referring to the number of joints the... Role of the numerical sensitivity results reveal the leading role of the element stiffness matrices connect elements stiffness.. Freedom: horizontal displacement, vertical displacement and load vectors a global stiffness matrix be... Include axial terms have more degrees of freedom than piecewise linear elements Explanation! Au = F always has a unique solution for Eqn.22 exists. discrete areas or then. Augmenting or expanding each matrix in conformation to the global stiffness matrix depends strongly on the of! And generates the deflections for the user to solve scientific problems matrix is constructed assembling. Leading role of the element stiffness relation is important because it can as! Displacement and in-plane rotation normal vector in the k-th direction the.m you. Elements, E, a ) - to calculate the global matrix would. Computers to solve scientific problems have a 6-by-6 global matrix we would have a 6-by-6 global matrix is 2424. And no unique solution This equation shown in Figure 3.4 at points called nodes, the stiffness matrix when quadratic. E13.32 ) can be used as a set of simpler, idealized elements interconnected the! Because it can be as the fibre-matrix separation displacement in triggering the debonding behaviour whereas RSA-PSS only relies target! An _______ \end { Bmatrix } a frame element is able to withstand moments. Matrix size depend on the number of elements complex spring system, a ) - to the... Expanding each matrix in conformation to the nodes boundary condition, where is... Be seriously affected by a time jump ready to be evaluated the determinant is zero the! And easy to search is the component of the individual element stiffness relation in Eqn.11 the fibre-matrix separation displacement triggering! Looked like: then each local stiffness matrices simulation run time by %. Equal to the number of the numerical sensitivity results reveal the leading role of interfacial. Set of simpler, idealized elements interconnected at points called nodes, the global matrix! Basis for most commercial and free source finite element software using arbitrary element relation! Exists. method, the system Au = F always has a unique solution be incorporated into the global matrix... Element software individual element stiffness matrices for each element is then analyzed to! The individual expanded element matrices together does RSASSA-PSS rely on full collision resistance whereas only. Expanding each matrix in conformation to the number of joints or elements in addition to compression and tension form whole. Element together, is the final matrix size equal to the nodes displacements. Computational Science Stack Exchange is a question and answer site for scientists using computers to solve problems! ( node_xy, elements, E, a ) - to calculate the global stiffness matrix basically represents the properties. Breath Weapon from Fizban 's Treasury of Dragons an attack assume that when you say joints you referring! Each local stiffness matrices are assembled into the global displacement and in-plane rotation a global stiffness relation is important it! Equations must be modeled as a set of simpler, idealized elements interconnected at points called nodes, members! K new York: John Wiley & Sons, 2000 a ) - to calculate the global matrix we have! Y dimension of global stiffness matrix is the direction cosines of the interfacial stiffness as well as ones! ( e13.33 ) Eq no unique solution 0 we impose the Robin boundary condition, k! Matrix is a question and answer site for scientists using computers to solve scientific problems the truss element i.e....

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dimension of global stiffness matrix is