Designing lattice structures for heat dissipation devices

1. A method comprising:

obtaining a three dimensional model of a device that passes a fluid through an internal structure of the device to achieve heat dissipation, the three dimensional model including a lattice for the internal structure of the device;

performing computational fluid dynamics simulation using the three dimensional model to generate fluid turbulence data that indicates fluid flows through the lattice for the internal structure of the device;

modifying a first density of the lattice in accordance with the fluid turbulence data, thereby improving a convective heat dissipation of the device;

performing computational structural simulation using the three dimensional model and a defined loading condition for the device, the three dimensional model including the modified first density of the lattice, to generate structural integrity data that indicates a structural weakness of the device;

modifying a second density of the lattice in accordance with the structural integrity data, thereby improving a structural strength of the device; and

providing the three dimensional model of the device, the three dimensional model including the modified first density of the lattice and the modified second density of the lattice.

2. The method of claim 1 , comprising:

validating a desired heat loss of the device by computational fluid dynamics simulation using the three dimensional model including the modified first density of the lattice and the modified second density of the lattice; and

repeating density modification in accordance with fluid turbulence data from computational fluid dynamics simulation, and density modification in accordance with structural integrity data from computational structural simulation, until the three dimensional model has been validated for the desired heat loss of the device.

3. The method of claim 1 , wherein modifying the first density of the lattice comprises modifying the first density in accordance with thermal gradient data generated by computational fluid dynamics simulation of the device using the three dimensional model.

4. The method of claim 1 , wherein modifying the first density comprises:

reducing a number of lattice unit cells in one or more first regions of the lattice for the internal structure of the device; and

increasing a number of lattice unit cells in one or more second regions of the lattice for the internal structure of the device.

5. The method of claim 4 , wherein modifying the second density comprises:

thickening one or more first beams forming a first portion of the lattice in accordance with the structural integrity data to improve the structural strength of the device; and

thinning one or more second beams forming a second portion of the lattice in accordance with the structural integrity data to improve a strength to weight ratio of the device.

6. The method of claim 1 , wherein the obtaining comprises:

receiving an initial model of the device and a ventilation space defined for the device;

selecting a lattice topology to use to form the lattice; and

orienting the lattice topology and positioning the lattice in the ventilation space based on design goals for the device.

7. The method of claim 6 , wherein the orienting comprises orienting the lattice topology with respect to a 3D printing direction and capabilities of an additive manufacturing system to be used to manufacture the lattice.

8. The method of claim 6 , wherein the positioning comprises inserting the lattice in the ventilation space using different origins for the lattice in different parts of the ventilation space.

9. The method of claim 1 , wherein each of performing the computational fluid dynamics simulation, modifying the first density, performing the computational structural simulation, and modifying the second density is performed by a same computer aided design (CAD) program.

10. The method of claim 1 , wherein obtaining the three dimensional model of the device comprises obtaining a three dimensional model of a device that passes water through the internal structure of the device to achieve heat dissipation.

11. The method of claim 1 , wherein the device comprises a heat exchanger.

12. The method of claim 1 , wherein the device comprises a rotor, and adjustments of the lattice do not result in a rotational imbalance for the rotor.

13. A non-transitory computer-readable medium encoding instructions configured to cause data processing apparatus to perform operations comprising:

obtaining a three dimensional model of a device that passes a fluid through an internal structure of the device to achieve heat dissipation, the three dimensional model including a lattice for the internal structure of the device;

performing computational fluid dynamics simulation using the three dimensional model to generate fluid turbulence data that indicates fluid flows through the lattice for the internal structure of the device;

modifying a first density of the lattice in accordance with the fluid turbulence data, thereby improving a convective heat dissipation of the device;

performing computational structural simulation using the three dimensional model and a defined loading condition for the device, the three dimensional model including the modified first density of the lattice, to generate structural integrity data that indicates a structural weakness of the device;

modifying a second density of the lattice in accordance with the structural integrity data, thereby improving a structural strength of the device; and

providing the three dimensional model of the device, the three dimensional model including the modified first density of the lattice and the modified second density of the lattice.

14. The non-transitory computer-readable medium of claim 13 , the operations further comprising:

validating a desired heat loss of the device by computational fluid dynamics simulation using the three dimensional model including the modified first density of the lattice and the modified second density of the lattice; and

repeating density modification in accordance with fluid turbulence data from computational fluid dynamics simulation, and density modification in accordance with structural integrity data from computational structural simulation, until the three dimensional model has been validated for the desired heat loss of the device.

15. The non-transitory computer-readable medium of claim 13 , wherein modifying the first density of the lattice comprises modifying the first density in accordance with thermal gradient data generated by computational fluid dynamics simulation of the device using the three dimensional model.

16. The non-transitory computer-readable medium of claim 13 , wherein modifying the first density comprises:

reducing a number of lattice unit cells in one or more first regions of the lattice for the internal structure of the device; and

increasing a number of lattice unit cells in one or more second regions of the lattice for the internal structure of the device.

17. The non-transitory computer-readable medium of claim 16 , wherein modifying the second density comprises:

thickening one or more first beams forming a first portion of the lattice in accordance with the structural integrity data to improve the structural strength of the device; and

thinning one or more second beams forming a second portion of the lattice in accordance with the structural integrity data to improve a strength to weight ratio of the device.

18. The non-transitory computer-readable medium of claim 13 , wherein the obtaining comprises:

receiving an initial model of the device and a ventilation space defined for the device;

selecting a lattice topology to use to form the lattice; and

orienting the lattice topology and positioning the lattice in the ventilation space based on design goals for the device.

19. The non-transitory computer-readable medium of claim 18 , wherein the orienting comprises orienting the lattice topology with respect to a 3D printing direction and capabilities of an additive manufacturing system to be used to manufacture the lattice.

20. The non-transitory computer-readable medium of claim 18 , wherein the positioning comprises inserting the lattice in the ventilation space using different origins for the lattice in different parts of the ventilation space.

21. The non-transitory computer-readable medium of claim 13 , wherein each of performing the computational fluid dynamics simulation, modifying the first density, performing the computational structural simulation, and modifying the second density is performed by a same computer aided design (CAD) program comprising the instructions.

22. The non-transitory computer-readable medium of claim 13 , wherein obtaining the three dimensional model of the device comprises obtaining a three dimensional model of a device that passes water through the internal structure of the device to achieve heat dissipation.

23. The non-transitory computer-readable medium of claim 13 , wherein the device comprises a heat exchanger.

24. The non-transitory computer-readable medium of claim 13 , wherein the device comprises a rotor, and adjustments of the lattice do not result in a rotational imbalance for the rotor.