Boundary characteristic-based part processing in support of additive manufacturing
An improved part optimization process in additive manufacturing is provided, which uses a finite element analysis only where boundary parameter differentiation is detected. For a given part being manufactured, such as in DMLS, thermal effects of adjacent volumes with no boundary parameter differentiation are ignored in the part optimization process. For example, if a given volume is over a volume of the same material, no computational analysis is conducted, but if a volume of metal is over air, then the computational analysis is conducted. This results in significantly less computational time being required. Further, the present invention uses computation equipment remote from the DMLS part production equipments, connected instead via the internet or other such “cloud computing” arrangements.
1. A method performed by one or more computing machines, comprising:
performing a part optimization process in setting up a part for production that comprises:
using a finite element analysis performed where a boundary parameter differentiation is detected between two thermal volumes of the part, wherein the boundary parameter differentiation is based upon thermal conductive properties of the part, and wherein the finite element analysis includes a computational study based upon the detected boundary parameter differentiation; and
ignoring, in the finite element analysis, thermal effects at a boundary of a different two thermal volumes of the part at which the boundary parameter differentiation is not detected.
2. A method comprising, prior to manufacture of a part via an additive manufacturing process:
determining the shape of the part;
defining the part into a number of thermal volumes according to thermal conductive properties of each of the thermal volumes, wherein the thermal volumes are discrete to one another;
examining a characteristic at a boundary of two of the thermal volumes that are adjacent to one another to determine if a difference in the characteristic exceeds predetermined parameters, and
responsive to a determination that the difference exceeds the predetermined parameters, examining thermal effects that the two of the thermal volumes that are adjacent to one another have upon the part,
responsive to a determination that the difference does not exceed the predetermined parameters, ignoring the thermal effects that the two of the thermal volumes that are adjacent to one another have upon the part, and
determining and implementing a set-up orientation for the part based on the examination of the characteristic of the boundary of the two of the thermal volumes that are adjacent to one another.
3. The method according to claim 2 , wherein the additive manufacturing process to manufacture the part is direct metal laser sintering (DMLS) of powdered metal, wherein a part optimization is performed to reduce adverse thermal effects in the DMLS of the powdered metal, and wherein the characteristic to be examined at the boundary the two of the thermal volumes that are adjacent to one another is whether or not the thermal volumes are of a same material.
4. The method according to claim 2 , wherein implementing the set-up orientation is done within a DMLS machine, and wherein the examining the characteristic is done by a separate computing machine at a location remote from the DMLS machine.
5. The method according to claim 4 , wherein the separate computing machine receives data from and provides data to the DMLS machine via an internet connection.
6. The method according claim 2 , further comprising producing the part via the additive manufacturing process using the set-up orientation.
7. A computing system configured to:
prior to manufacture of a part via an additive manufacturing process:
determine the shape of a part;
define the part into a number of thermal volumes according to thermal conductive properties of each of the thermal volumes, wherein the thermal volumes are discrete to one another;
examine a characteristic at a boundary of two of the thermal volumes that are adjacent to one another to determine if a difference in the characteristic exceeds predetermined parameters, and
responsive to a determination that the difference exceeds the predetermined parameters, examine thermal effects that the two of the thermal volumes that are adjacent to one another have upon the part,
responsive to a determination that the difference does not exceed the predetermined parameters, ignore the thermal effects that the two of the thermal volumes that are adjacent to one another have upon the part, and
determine a set-up orientation for the part based on the examination of the characteristic of the boundary of the two of the thermal volumes that are adjacent to one another.
8. The computing system of claim 7 , wherein the additive manufacturing process to manufacture the part is direct metal laser sintering (DMLS) of powdered metal, wherein a part optimization is performed by the computing system to reduce adverse thermal effects in the DMLS of the powdered metal, and wherein the characteristic to be examined at the boundary the two of the thermal volumes that are adjacent to one another is whether or not the thermal volumes are of a same material.