System and method of virtual determination design allowables for composite materials
A method for determining virtually a set of design allowables for a composite material is disclosed. The method includes receiving information about the composite material and a given set of architectures, available test data of the composite material, and a test matrix identifying desired tests to be performed virtually on the composite material and different set of architectures. Using the material information and available test data, a reverse engineering process is used to determine micromechanical material properties. Finite element models of relevant test specimens are generated according to the test matrix and integrating the micromechanical material properties, and are analyzed. A set of allowables and associated properties is generated based on the finite element analyses results.
1. A method for determining virtually a set of design allowables for a first set of architectures of a composite material, comprising: receiving composite material information, wherein the composite material information comprises information about the composite material and the first set of architectures, available test data of the composite material associated with a second set of architectures, and a test matrix identifying desired tests to be performed virtually on the composite material with the second set of architectures; determining micromechanical material properties based on a reverse engineering process using the composite material information and the available test data associated with the second set of architectures; generating finite element models of relevant test specimens according to the test matrix associated with the second set of architectures integrating the micromechanical material properties; analyzing the finite element models to obtain finite element analysis results; generating the set of allowables and associated properties for the first set of architectures of the composite material based on the finite element analysis results; storing the set of allowables in a database, wherein the set of allowables in the database is used in a design process for the composite material, the design process being a part of a manufacturing process based on the first set of architectures; and defining limits of a structure corresponding to the first set of architectures based on the set of allowables, wherein the structure is made of the composite material; wherein the set of allowables and the limits for the structure are used in the manufacturing process of the structure.
2. The method of claim 1 , wherein at least some of the composite material information is specified by a user via a user interface.
3. The method of claim 1 , wherein the reverse engineering process comprises using an uncertainty quantification to account for the variability of the composite material information needed for the reverse engineering process.
4. The method of claim 1 , wherein the test matrix is defined from templates obtained from one or more sources defining standards for material testing.
5. The method of claim 1 , further comprising:
defining one or more meshed coupons corresponding with the test matrix;
wherein the one or more meshed coupons are numerical model representations of the relevant test specimens made of the composite material;
wherein the one or more meshed coupons are used to generate the finite element models.
6. The method of claim 1 , further comprising:
generating a report comprising the set of allowables;
wherein the report is displayed on a user interface for the user.
7. The method of claim 1 , wherein the set of allowables is used as new composite material information to determine a new set of allowables using the same composite material in a third set of architectures different from the first set of architectures.
8. A finite element method (FEM) system, comprising a processing circuit configured to: receive composite material information, wherein the composite material information comprises information about a composite material and a first set of architectures, available test data of the composite material associated with a second set of architectures, and a test matrix identifying desired tests to be performed virtually on the composite material with the second set of architectures; determine micromechanical material properties based on a reverse engineering process using the composite material information and the available test data associated with the second set of architectures; generate finite element models of relevant test specimens according to the test matrix associated with the second set of architectures-integrating the micromechanical material properties; analyze the finite element models to obtain finite element analysis results; generate a set of allowables and associated properties for the first set of architectures of the composite material based on the finite element analysis results; store the set of allowables in a database, wherein the set of allowables in the database is used in a design process for the composite material, the design process being a part of a manufacturing process based on the first set of architectures; and define limits of a structure corresponding to the first set of architectures based on the set of allowables, wherein the structure is made of the composite material; wherein the set of allowables and the limits for the structure are used in the manufacturing process of the structure.
9. The system of claim 8 , wherein at least some of the composite material information is specified by a user via a user interface.
10. The system of claim 8 , wherein the reverse engineering process comprises using an uncertainty quantification process to account for the variability of the composite material information needed for the reverse engineering process.
11. The system of claim 8 , wherein the test matrix is defined from templates obtained from one or more sources defining standards for the material testing.
12. The system of claim 8 , wherein the processing circuit is further configured to:
define one or more meshed coupons corresponding with the test matrix;
wherein the one or more meshed coupons are numerical model representations of the relevant specimens made of the composite material;
wherein the one or more meshed coupons are used to generate the finite element models.
13. The system of claim 8 , wherein the processing circuit is further configured to:
generate a report comprising the set of allowables;
wherein the report is displayed on a user interface for the user.
14. The system of claim 8 , wherein the processing circuit stores the set of allowables in the database by:
storing the set of allowables in a first database;
wherein the set of allowables in the first database and a second set of allowables in a second database are used in a design process for the composite material;
wherein the second set of allowables are physical allowables based on previous test data of the composite material.
15. The system of claim 8 , wherein the set of allowables is used as new composite material information to determine a new set of allowables.
16. A non-transitory computer readable medium containing program instructions, wherein execution of the program instructions by one or more processors of a computer system causes the one or more processors to carry out a method comprising: receiving composite material information, wherein the composite material information comprises information about a composite material and a first set of architectures, available test data of the composite material associated with a second set of architectures, and a test matrix identifying desired tests to be performed virtually on the composite material with the second set of architectures; determining micromechanical material properties based on a reverse engineering process using the composite material information and the available test data associated with the second set of architectures; generating finite element models of relevant test specimens according to the test matrix associated with the second set of architectures integrating the micromechanical properties; analyzing the finite element models to obtain finite element analysis results; generating a set of allowables and associated properties for the first set of architectures of the composite material based on the finite element analysis results; store the set of allowables in a database, wherein the set of allowables in the database is used in a design process for the composite material the design process being a part of a manufacturing process based on the first set of architectures; and defining limits of a structure corresponding to the first set of architectures based on the set of allowables, wherein the structure is made of the composite material; wherein the set of allowables and the limits for the structure are used in the manufacturing process of the structure.
17. The non-transitory computer readable storage medium of claim 16 , wherein the reverse engineering process comprises using an uncertainty quantification to account for the variability of the composite material information needed for the reverse engineering process.
18. The non-transitory computer readable storage medium of claim 16 , wherein the steps further comprise:
generating a report comprising the set of allowables;
wherein the report is displayed on a user interface for the user.
19. The non-transitory computer readable storage medium of claim 16 , wherein the one or more processors is caused to store the set of allowables in the database by:
storing the set of allowables in a first database;
wherein the set of allowables in the first database and a second set of allowables in a second database are used in the design process for the composite material;
wherein the second set of allowables are physical allowables based on previous test data of the composite material.