A Hybrid Level Set Optimization Design Method of Functionally Graded Cellular Structures Considering Connectivity
Source abstract
Abstract
With the continuous advancement in topology optimization and additive manufacturing (AM) technology, the capability to fabricate functionally graded materials and intricate cellular structures with spatially varying microstructures has grown significantly. However, a critical challenge is encountered in the design of these structures–the absence of robust interface connections between adjacent microstructures, potentially resulting in diminished efficiency or macroscopic failure. A Hybrid Level Set Method (HLSM) is proposed, specifically designed to enhance connectivity among non-uniform microstructures, contributing to the design of functionally graded cellular structures. The HLSM introduces a pioneering algorithm for effectively blending heterogeneous microstructure interfaces. Initially, an interpolation algorithm is presented to construct transition microstructures seamlessly connected on both sides. Subsequently, the algorithm enables the morphing of non-uniform unit cells to seamlessly adapt to interconnected adjacent microstructures. The method, seamlessly integrated into a multi-scale topology optimization framework using the level set method, exhibits its efficacy through numerical examples, showcasing its prowess in optimizing 2D and 3D functionally graded materials (FGM) and multi-scale topology optimization. In essence, the pressing issue of interface connections in complex structure design is not only addressed but also a robust methodology is introduced, substantiated by numerical evidence, advancing optimization capabilities in the realm of functionally graded materials and cellular structures.
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Topology Optimization in Engineering · Composite Structure Analysis and Optimization · Composite Material Mechanics
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (58)
Show source-provided references
1. Generating optimal topologies in structural design using a homogenization method10.1016/0045-7825(88)90086-2 ↗
2. Some engineering and mathematical aspects on the homogenization method10.1016/0961-9526(95)00025-I ↗
3. Optimal shape design as a material distribution problem10.1007/BF01650949 ↗
4. Some aspects of the genesis of structures10.1007/BF01744697 ↗
5. The COC algorithm, Part II: Topological, geometrical and generalized shape optimization10.1016/0045-7825(91)90046-9 ↗
6. A level-set method for shape optimization10.1016/S1631-073X(02)02412-3 ↗
7. Structural optimization using sensitivity analysis and a level-set method10.1016/j.jcp.2003.09.032 ↗
8. Fronts propagating with curvature-dependent speed: Algorithms based on Hamilton-Jacobi formulations10.1016/0021-9991(88)90002-2 ↗
9. A level set method for structural topology optimization10.1016/S0045-7825(02)00559-5 ↗
10. A simple evolutionary procedure for structural optimization10.1016/0045-7949(93)90035-C ↗
11. 3D and multiple load case bi-directional evolutionary structural optimization (BESO)10.1007/BF01195993 ↗
12. Doing topology optimization explicitly and geometrically—a new moving morphable components based framework10.1115/1.4027609 ↗
13. Graded infill lattice structures design based on the moving morphable component method and partitioned coordinate mapping technique10.1016/j.compstruct.2023.117613 ↗
14. Level-set methods for structural topology optimization: A review10.1007/s00158-013-0912-y ↗
15. Radial basis functions and level set method for structural topology optimization10.1002/nme.1536 ↗
16. An extended level set method for shape and topology optimization10.1016/j.jcp.2006.06.029 ↗
17. Additively manufactured materials and structures: A state-of-the-art review on their mechanical characteristics and energy absorption10.1016/j.ijmecsci.2023.108102 ↗
18. A review of topology optimization for additive manufacturing: Status and challenges10.1016/j.cja.2020.09.020 ↗
19. Materials with structural hierarchy10.1038/361511a0 ↗
20. Topology optimization of multi-scale structures: A review10.1007/s00158-021-02881-8 ↗
21. Spatial-varying multi-phase infill design using density-based topology optimization10.1016/j.cma.2020.113354 ↗
22. A Multi-volume constraint approach to diverse form designs from topology optimization10.1016/j.engstruct.2022.115525 ↗
23. Two-scale concurrent topology optimization of lattice structures with connectable microstructures
24. Concurrent design of hierarchical structures with three-dimensional parameterized lattice microstructures for additive manufacturing10.1007/s00158-019-02408-2 ↗
25. Multi-scale topology optimization for minimizing structural compliance of cellular composites with connectable graded microstructures10.1007/s00158-021-03014-x ↗
26. TPMS-based interpenetrating lattice structures: Design, mechanical properties and multiscale optimization10.1016/j.ijmecsci.2022.108092 ↗
27. Topology optimization of multi-morphology composite lattice structure with anisotropy properties10.1016/j.compstruct.2023.117294 ↗
28. Hierarchical topology optimization addressing material design constraints and application to sandwich-type structures10.1007/s00158-014-1220-x ↗
29. Concurrent topology optimization design of structures and non-uniform parameterized lattice microstructures10.1007/s00158-018-2009-0 ↗
30. Strategies for functionally graded lattice structures derived using topology optimisation for Additive Manufacturing
31. Compatibility in microstructural optimization for additive manufacturing
32. Simple, accurate surrogate models of the elastic response of three-dimensional open truss micro-architectures with applications to multiscale topology design10.1007/s00158-019-02297-5 ↗
33. Topology optimization of hierarchical lattice structures with substructuring10.1016/j.cma.2018.11.003 ↗
34. Multiscale structural optimization with concurrent coupling between scales10.1007/s00158-020-02773-3 ↗
35. Graded infill design within free-form surfaces by conformal mapping10.1016/j.ijmecsci.2022.107307 ↗
36. Topology optimization design of graded infills for 3D curved volume by a conformal sweeping method10.1016/j.cma.2023.116009 ↗
37. A transitional connection method for the design of functionally graded cellular materials
38. Design of graded two-phase microstructures for tailored elasticity gradients10.1007/s10853-008-2722-y ↗
39. Microstructural design of connective base cells for functionally graded materials10.1016/j.matlet.2008.05.058 ↗
40. Topology optimization of functionally graded cellular materials10.1007/s10853-012-6905-1 ↗
41. Maximizing stiffness of functionally graded materials with prescribed variation of thermal conductivity10.1016/j.commatsci.2013.10.024 ↗
42. A 99 line topology optimization code written in Matlab10.1007/s001580050176 ↗
43. Microstructure interpolation for macroscopic design10.1007/s00158-015-1344-7 ↗
44. Concurrent design with connectable graded microstructures10.1016/j.cma.2016.12.007 ↗
45. Design of graded lattice structure with optimized mesostructures for additive manufacturing10.1016/j.matdes.2018.01.011 ↗
46. Connecting microstructures for multiscale topology optimization with connectivity index constraints
47. A level set shape metamorphosis with mechanical constraints for geometrically graded microstructures10.1007/s00158-019-02293-9 ↗
48. Effective design and simulation of surface-based lattice structures featuring volume fraction and cell type grading10.1016/j.matdes.2018.09.007 ↗
49. Connected morphable components-based multiscale topology optimization10.1007/s11465-019-0532-3 ↗
50. Optimal and continuous multilattice embedding10.1126/sciadv.abf4838 ↗
51. VCUT level set method for topology optimization of functionally graded cellular structures10.1016/j.cma.2019.05.029 ↗
52. An efficient data-driven optimization framework for designing graded cellular structures10.1016/j.apm.2023.10.020 ↗
53. M-VCUT level set method for optimizing cellular structures10.1016/j.cma.2020.113154 ↗
54. An energy-based method for interface connectivity of incompatible microstructures through parametric modeling10.1016/j.cma.2020.113278 ↗
55. Improving connectivity and accelerating multiscale topology optimization using deep neural network techniques10.1007/s00158-022-03223-y ↗
56. Comprehensive clustering-based topology optimization for connectable multi-scale additive manufacturing structures
57. Multi-morphology cellular structure design with smooth transition of geometry and homogenized mechanical properties between adjacent cells10.1016/j.matdes.2022.110727 ↗
58. Dynamic concurrent topology optimization and design for layer-wise graded structures10.1016/j.compstruct.2023.117190 ↗