finite element method
Finite element method (FEM) is a popular method for numerically solving differential equations arising in engineering and mathematical modeling. Typical problem areas of interest include the traditional fields of structural analysis, heat tran ...
(FEM) is a powerful technique originally developed for the numerical solution of complex problems in structural mechanics, and it remains the method of choice for analyzing complex systems. In FEM, the structural system is modeled by a set of appropriate finite elements interconnected at discrete points called nodes. Elements may have physical properties such as thickness, coefficient of thermal expansion,
density
Density (volumetric mass density or specific mass) is the ratio of a substance's mass to its volume. The symbol most often used for density is ''ρ'' (the lower case Greek letter rho), although the Latin letter ''D'' (or ''d'') can also be u ...
,
Young's modulus
Young's modulus (or the Young modulus) is a mechanical property of solid materials that measures the tensile or compressive stiffness when the force is applied lengthwise. It is the modulus of elasticity for tension or axial compression. Youn ...
,
shear modulus
In materials science, shear modulus or modulus of rigidity, denoted by ''G'', or sometimes ''S'' or ''μ'', is a measure of the Elasticity (physics), elastic shear stiffness of a material and is defined as the ratio of shear stress to the shear s ...
The origin of the finite element method can be traced to the matrix analysis of structures where the concept of a displacement or stiffness matrix approach was introduced. Finite element concepts were developed based on engineering methods in the 1950s. The finite element method obtained its real impetus in the 1960s and 1970s by John Argyris, and co-workers; at the University of Stuttgart, by Ray W. Clough; at the
University of California, Berkeley
The University of California, Berkeley (UC Berkeley, Berkeley, Cal, or California), is a Public university, public Land-grant university, land-grant research university in Berkeley, California, United States. Founded in 1868 and named after t ...
University of Paris
The University of Paris (), known Metonymy, metonymically as the Sorbonne (), was the leading university in Paris, France, from 1150 to 1970, except for 1793–1806 during the French Revolution. Emerging around 1150 as a corporation associated wit ...
; at
Cornell University
Cornell University is a Private university, private Ivy League research university based in Ithaca, New York, United States. The university was co-founded by American philanthropist Ezra Cornell and historian and educator Andrew Dickson W ...
, by Richard Gallagher and co-workers. The original works such as those by Argyris and Clough Clough, R.W, “The Finite Element in Plane Stress Analysis.” Proceedings, 2nd ASCE Conference on Electronic Computations, Pittsburgh, Sep 1960 became the foundation for today’s finite element structural analysis methods.
* One-dimensional straight or curved elements with physical properties such as axial, bending, and torsional stiffnesses. This type of element is suitable for modeling cables, braces, trusses, beams, stiffeners, grids and frames. Straight elements usually have two nodes, one at each end, while curved elements require at least three nodes including the end-nodes. The elements are positioned at the
centroid
In mathematics and physics, the centroid, also known as geometric center or center of figure, of a plane figure or solid figure is the arithmetic mean position of all the points in the figure. The same definition extends to any object in n-d ...
al axis of the actual members.
* Two-dimensional elements that resist only in-plane forces by membrane action (plane stress, plane strain), and plates that resist transverse loads by transverse shear and bending action (plates and shells). They may have a variety of shapes such as flat or curved
triangle
A triangle is a polygon with three corners and three sides, one of the basic shapes in geometry. The corners, also called ''vertices'', are zero-dimensional points while the sides connecting them, also called ''edges'', are one-dimension ...
s and
quadrilateral
In Euclidean geometry, geometry a quadrilateral is a four-sided polygon, having four Edge (geometry), edges (sides) and four Vertex (geometry), corners (vertices). The word is derived from the Latin words ''quadri'', a variant of four, and ''l ...
s. Nodes are usually placed at the element corners, and additional nodes can be placed along the element edges or even within the element for higher accuracy. The elements are positioned at the mid-surface of the actual layer thickness.
*
Torus
In geometry, a torus (: tori or toruses) is a surface of revolution generated by revolving a circle in three-dimensional space one full revolution about an axis that is coplanarity, coplanar with the circle. The main types of toruses inclu ...
-shaped elements for axisymmetric problems such as membranes, thick plates, shells, and solids. The cross-section of the elements are similar to the previously described types: one-dimensional for thin plates and shells, and two-dimensional for solids, thick plates and shells.
* Three-dimensional elements for modeling 3-D solids such as
machine
A machine is a physical system that uses power to apply forces and control movement to perform an action. The term is commonly applied to artificial devices, such as those employing engines or motors, but also to natural biological macromol ...
components, dams, embankments or soil masses. Common element shapes include tetrahedrals and hexahedrals. Nodes are placed at the vertexes and possibly on element faces or within the element.
Element interconnection and displacement
The elements are interconnected only at the exterior nodes, and altogether they should cover the entire domain as accurately as possible. Nodes will have nodal (vector) displacements or
degrees of freedom
In many scientific fields, the degrees of freedom of a system is the number of parameters of the system that may vary independently. For example, a point in the plane has two degrees of freedom for translation: its two coordinates; a non-infinite ...
which may include translations, rotations, and for special applications, higher order
derivative
In mathematics, the derivative is a fundamental tool that quantifies the sensitivity to change of a function's output with respect to its input. The derivative of a function of a single variable at a chosen input value, when it exists, is t ...
s of displacements. When the nodes displace, they will ''drag'' the elements along in a certain manner dictated by the element formulation. In other words, displacements of any points in the element will be interpolated from the nodal displacements, and this is the main reason for the approximate nature of the solution.
Practical considerations
From the application point of view, it is important to model the system such that:
* Symmetry or anti-symmetry conditions are exploited in order to reduce the size of the model.
* Displacement compatibility, including any required discontinuity, is ensured at the nodes, and preferably, along the element edges as well, particularly when adjacent elements are of different types, material or thickness. Compatibility of displacements of many nodes can usually be imposed via constraint relations.
* Elements' behaviors must capture the dominant actions of the actual system, both locally and globally.
* The element mesh should be sufficiently fine in order to produce acceptable accuracy. To assess accuracy, the mesh is refined until the important results shows little change. For higher accuracy, the
aspect ratio
The aspect ratio of a geometry, geometric shape is the ratio of its sizes in different dimensions. For example, the aspect ratio of a rectangle is the ratio of its longer side to its shorter side—the ratio of width to height, when the rectangl ...
of the elements should be as close to unity as possible, and smaller elements are used over the parts of higher stress
gradient
In vector calculus, the gradient of a scalar-valued differentiable function f of several variables is the vector field (or vector-valued function) \nabla f whose value at a point p gives the direction and the rate of fastest increase. The g ...
.
* Proper support constraints are imposed with special attention paid to nodes on symmetry axes.
Large scale commercial software packages often provide facilities for generating the mesh, and the graphical display of input and output, which greatly facilitate the verification of both input data and interpretation of the results.
Theoretical overview of FEM-Displacement Formulation: From elements, to system, to solution
While the theory of FEM can be presented in different perspectives or emphases, its development for
structural analysis
Structural analysis is a branch of solid mechanics which uses simplified models for solids like bars, beams and shells for engineering decision making. Its main objective is to determine the effect of loads on physical structures and their c ...
follows the more traditional approach via the virtual work principle or the minimum total potential energy principle. The virtual work principle approach is more general as it is applicable to both linear and non-linear material behaviors. The virtual work method is an expression of
conservation of energy
The law of conservation of energy states that the total energy of an isolated system remains constant; it is said to be Conservation law, ''conserved'' over time. In the case of a Closed system#In thermodynamics, closed system, the principle s ...
: for conservative systems, the work added to the system by a set of applied forces is equal to the energy stored in the system in the form of strain energy of the structure's components.
The principle of virtual displacements for the structural system expresses the mathematical identity of external and internal virtual work:
In other words, the summation of the work done on the system by the set of external forces is equal to the work stored as strain energy in the elements that make up the system.
The virtual internal work in the right-hand-side of the above equation may be found by summing the virtual work done on the individual elements. The latter requires that force-displacement functions be used that describe the response for each individual element. Hence, the displacement of the structure is described by the response of individual (discrete) elements collectively. The equations are written only for the small domain of individual elements of the structure rather than a single equation that describes the response of the system as a whole (a continuum). The latter would result in an intractable problem, hence the utility of the finite element method. As shown in the subsequent sections, Eq.() leads to the following governing equilibrium equation for the system:
where
: = vector of nodal forces, representing external forces applied to the system's nodes.
: = system stiffness matrix, which is the collective effect of the individual ''elements' stiffness matrices'' :.
: = vector of the system's nodal displacements.
: = vector of equivalent nodal forces, representing all external effects other than the nodal forces which are already included in the preceding nodal force vector R. These external effects may include distributed or concentrated surface forces, body forces, thermal effects, initial stresses and strains.
Once the supports' constraints are accounted for, the nodal displacements are found by solving the
system of linear equations
In mathematics, a system of linear equations (or linear system) is a collection of two or more linear equations involving the same variable (math), variables.
For example,
: \begin
3x+2y-z=1\\
2x-2y+4z=-2\\
-x+\fracy-z=0
\end
is a system of th ...
(), symbolically:
Subsequently, the strains and stresses in individual elements may be found as follows:
where
: = vector of a nodal displacements--a subset of the system displacement vector r that pertains to the elements under consideration.
: = strain-displacement matrix that transforms nodal displacements q to strains at any point in the element.
: = elasticity matrix that transforms effective strains to stresses at any point in the element.
: = vector of initial strains in the elements.
: = vector of initial stresses in the elements.
By applying the virtual work equation () to the system, we can establish the element matrices , as well as the technique of assembling the system matrices and . Other matrices such as , , and are known values and can be directly set up from data input.
Interpolation or shape functions
Let be the vector of nodal displacements of a typical element. The displacements at any other point of the element may be found by the use of
interpolation
In the mathematics, mathematical field of numerical analysis, interpolation is a type of estimation, a method of constructing (finding) new data points based on the range of a discrete set of known data points.
In engineering and science, one ...
functions as, symbolically:
where
: = vector of displacements at any point of the element.
: = matrix of '' shape functions'' serving as
interpolation
In the mathematics, mathematical field of numerical analysis, interpolation is a type of estimation, a method of constructing (finding) new data points based on the range of a discrete set of known data points.
In engineering and science, one ...
functions.
Equation () gives rise to other quantities of great interest:
Virtual displacements that are a function of virtual nodal displacements:
Strains in the elements that result from displacements of the element's nodes:
where = matrix of differential operators that convert displacements to strains using
linear elasticity
Linear elasticity is a mathematical model of how solid objects deform and become internally stressed by prescribed loading conditions. It is a simplification of the more general nonlinear theory of elasticity and a branch of continuum mechani ...
theory. Eq.() shows that matrix B in () is
Virtual strains consistent with element's virtual nodal displacements:
Internal virtual work in a typical element
For a typical element of volume , the internal virtual work due to virtual displacements is obtained by substitution of () and () into ():
Element matrices
Primarily for the convenience of reference, the following matrices pertaining to a typical elements may now be defined:
:Element stiffness matrix
: Equivalent element load vector
These matrices are usually evaluated numerically using
Gaussian quadrature
In numerical analysis, an -point Gaussian quadrature rule, named after Carl Friedrich Gauss, is a quadrature rule constructed to yield an exact result for polynomials of degree or less by a suitable choice of the nodes and weights for .
Th ...
for
numerical integration
In analysis, numerical integration comprises a broad family of algorithms for calculating the numerical value of a definite integral.
The term numerical quadrature (often abbreviated to quadrature) is more or less a synonym for "numerical integr ...
.
Their use simplifies () to the following:
Element virtual work in terms of system nodal displacements
Since the nodal displacement vector q is a subset of the system nodal displacements r (for compatibility with adjacent elements), we can replace q with r by expanding the size of the element matrices with new columns and rows of zeros:
where, for simplicity, we use the same symbols for the element matrices, which now have expanded size as well as suitably rearranged rows and columns.
System virtual work
Summing the internal virtual work () for all elements gives the right-hand-side of ():
Considering now the left-hand-side of (), the system external virtual work consists of:
The work done by the nodal forces R:
The work done by external forces on the part of the elements' edges or surfaces, and by the body forces
:
Substitution of () gives:
:
or
where we have introduced additional element's matrices defined below:
Again,
numerical integration
In analysis, numerical integration comprises a broad family of algorithms for calculating the numerical value of a definite integral.
The term numerical quadrature (often abbreviated to quadrature) is more or less a synonym for "numerical integr ...
is convenient for their evaluation. A similar replacement of q in () with r gives, after rearranging and expanding the vectors :
Assembly of system matrices
Adding (), () and equating the sum to () gives:
Since the virtual displacements are arbitrary, the preceding equality reduces to:
Comparison with () shows that:
* The system stiffness matrix is obtained by summing the elements' stiffness matrices:
*:
* The vector of equivalent nodal forces is obtained by summing the elements' load vectors:
*:
In practice, the element matrices are neither expanded nor rearranged. Instead, the system stiffness matrix is assembled by adding individual coefficients to where the subscripts ij, kl mean that the element's nodal displacements match respectively with the system's nodal displacements . Similarly, is assembled by adding individual coefficients to where matches . This direct addition of into gives the procedure the name '' Direct Stiffness Method''.
See also
*
Finite element method
Finite element method (FEM) is a popular method for numerically solving differential equations arising in engineering and mathematical modeling. Typical problem areas of interest include the traditional fields of structural analysis, heat tran ...
*
Flexibility method
In structural engineering, the flexibility method, also called the method of consistent deformations, is the traditional method for computing member forces and displacements in structural systems. Its modern version formulated in terms of the mem ...
Structural analysis
Structural analysis is a branch of solid mechanics which uses simplified models for solids like bars, beams and shells for engineering decision making. Its main objective is to determine the effect of loads on physical structures and their c ...
*
Virtual work
In mechanics, virtual work arises in the application of the '' principle of least action'' to the study of forces and movement of a mechanical system. The work of a force acting on a particle as it moves along a displacement is different fo ...