Practical fast mesh-free analysis
View Patent ↗A two-level transformation scheme to enable a practical fast mesh-free method is disclosed. The first level transformation transforms the original chosen mesh-free shape function to a first transformed mesh-free shape function that preserves Kronecker delta properties. The first transformed mesh-free function allows the essential boundary conditions to be imposed directly. The second-level transformation scheme employs a low pass filter function served as a regularization process that filters out the higher-order terms in the monomial mesh-free approximation obtained from the first-level transformation scheme with desired consistency and completeness conditions. This integration scheme requires only a low-order integration rule comparing to the high order integration rule used in the traditional mesh-free methods. The present invention simplifies the boundary condition treatments and avoids the usage of high-order integration rule and therefore is more practical than the traditional mesh-free methods.
1. A method of performing a mesh-free analysis of a general three-dimensional structure, the method comprising:
defining a plurality of nodes representing the general structure in a computer system having a mesh-free analysis application module installed thereon;
choosing a mesh-free approximation scheme to be used in the mesh-free analysis application module;
constructing a set of original mesh-free shape functions based on the chosen mesh-free approximation scheme;
when the original shape function is lack of Kronecker delta properties, converting the original shape function to a first transformed mesh-free shape function;
otherwise designating the original shape function as the first transformed mesh-free shape function, such that the first transformed mesh-free shape function always possesses the Kronecker delta properties;
selecting a low pass filter function;
creating a second transformed mesh-free shape function by applying only the low pass filter function to the first transformed mesh-free shape function; and
performing a mesh-free analysis of the general structure in the computer system using a low-order integration rule in the mesh-free analysis application module, wherein the mesh-free analysis's results are stored to a storage device coupled to the computer system for assisting a user to make decision in improvements of the general structure.
2. The method of claim 1 , wherein the plurality of nodes is arbitrarily spaced.
3. The method of claim 1 , said defining a plurality of nodes further includes assigning a domain of influence to each of the nodes.
4. The method of claim 3 , wherein the domain of influence has a circular shape in two-dimensional and a spherical shape in three-dimensional space.
5. The method of claim 1 , wherein the mesh-free approximation scheme is Moving Least-Squared method.
6. The method of claim 5 , wherein the set of original mesh-free shape functions corresponding to Moving Least-Squared method is lack of the Kronecker delta properties and is non-interpolated.
7. The method of claim 1 , wherein the first transformed mesh-free shape function is configured to allow a set of essential boundary conditions to be imposed directly to corresponding one or ones of the nodes.
8. The method of claim 1 , wherein the first transformed mesh-free shape function comprises a high order monomial function.
9. The method of claim 8 , wherein the low pass filter function uses a regularization scheme that filters out high-order terms of the monomial function.
10. The method of claim 8 , wherein the second transformed mesh-free shape function includes only low order terms of the monomial function.
11. A non-transitory computer usable storage medium containing instructions for controlling a computer system having at least one processor for performing a mesh-free analysis of a general three-dimensional structure, by a method comprising:
defining a plurality of nodes representing the general structure in the computer system;
choosing a mesh-free approximation scheme;
constructing a set of original mesh-free shape functions based on the chosen mesh-free approximation scheme;
when the original shape function is lack of Kronecker delta properties, converting the original shape function to a first transformed mesh-free shape function;
otherwise designating the original shape function as the first transformed mesh-free shape function, such that the first transformed mesh-free shape function always possesses the Kronecker delta properties;
selecting a low pass filter function;
creating a second transformed mesh-free shape function by applying only the low pass filter function to the first transformed mesh-free shape function; and
performing a mesh-free analysis of the general structure in the computer system using a low-order integration rule, wherein the mesh-free analysis's results are stored to a storage device coupled to the computer system for assisting a user to make decision in improvements of the (general structure.
12. The non-transitory computer usable storage medium of claim 11 , wherein the first transformed mesh-free shape function is configured to allow a set of essential boundary conditions to be imposed directly.
13. The non-transitory computer usable storage medium of claim 11 , wherein the first transformed mesh-free shape function comprises a high order monomial function.
14. The non-transitory computer usable storage medium of claim 13 , wherein the second transformed mesh-free shape function includes only low order terms of the monomial function.
15. A system for performing a mesh-free analysis of a general three-dimensional structure, the system comprising:
an I/O interface;
a communication interface;
a secondary memory;
a main memory for storing computer readable code for a mesh-free application module;
at least one processor coupled to the main memory, the secondary memory, the I/O interface, and the communication interface, said at least one processor executing the computer readable code in the main memory to cause the application module to perform operations of:
defining a plurality of nodes representing the general structure in the system;
choosing a mesh-free approximation scheme to be used in the mesh-free analysis application module;
constructing a set of original mesh-free shape functions based on the chosen mesh-free approximation scheme;
when the original shape function is lack of Kronecker delta properties, converting the original shape function to a first transformed mesh-free shape function;
otherwise designating the original shape function as the first transformed mesh-free shape function, such that the first transformed mesh-free shape function always possesses the Kronecker delta properties;
selecting a low pass filter function;
creating a second transformed mesh-free shape function by applying only the low pass filter function to the first transformed mesh-free shape function; and
performing a mesh-free analysis of the general structure in the system using a low-order integration rule in the mesh-free analysis application module, wherein the mesh-free analysis's results are stored to a storage device coupled to the system for assisting a user to make decision in improvements of the general structure.
16. The system of claim 15 , wherein the first transformed mesh-free shape function is configured to allow a set of essential boundary conditions to be imposed directly.
17. The system of claim 15 , wherein the first transformed mesh-free shape function comprises a high order monomial function.
18. The system of claim 17 , wherein the second transformed mesh-free shape function includes only low order terms of the monomial function.