PulseExploreJournal ClubDebatesTrendingResearchersJournals
Instagram
HomeExploreJournal ClubTrending
Synapse
⌘+K
Synapse
March 21, 2026Results in Control and Optimization3 citationsOpen Access

A comprehensive SIMP-based topology optimization study for structural components: GE Bracket and 3D-printer Adapter applications

View Full Paper
VLViet LeTTTien Van TruongQBQuoc-Nguyen Banh

Key Points

  • The aim is to present a workflow for topology optimization using the SIMP method to enhance structural components.
  • Developed a SIMP-based workflow for three-dimensional topology optimization.
  • Used the GE Jet Engine Bracket as a benchmark for solver calibration and mesh convergence analysis.
  • Applied the validated workflow to design a Z-axis adapter for a 3D printer under static loads.
  • Created design variants for different manufacturing techniques: Additive Manufacturing and CNC machining.
  • Verified all designs using Finite Element Analysis.
  • Achieved a mass reduction of 75.23% for the GE Jet Engine Bracket with a safety factor of 1.43.
  • The Additive Manufacturing variant of the Z-axis adapter achieved a mass reduction of 15.38% with a safety factor of 1.65.
  • The CNC machining variant resulted in a mass reduction of 14.42% and a safety factor of 1.52.
  • All designs confirmed manufacturability through physical prototypes.

Abstract

A workflow for three-dimensional topology optimization (TO) based on the Solid Isotropic Material with Penalization (SIMP) method is presented in this study. The focus is placed on numerical stability and safety-driven design. The GE Jet Engine Bracket is used as a benchmark to calibrate the solver, and a mesh convergence analysis is conducted to ensure that the optimized shape is not influenced by the mesh size. For this benchmark, a mass reduction of 75.23% is achieved. Structural integrity is assessed according to the FKM Guideline; although localized stress concentrations are found, a static safety factor of 1.43 is obtained, which meets the design requirements. The validated workflow is then applied to the Z-axis adapter of a Bambu Lab A1 Mini 3D printer under static loads. Two design variants are created for different manufacturing methods: the Additive Manufacturing (AM) variant achieves a mass reduction of 15.38% with a safety factor of 1.65, while the CNC machining variant achieves a mass reduction of 14.42% with a safety factor of 1.52. All designs are verified through Finite Element Analysis (FEA) to confirm safety margins. Finally, physical prototypes are produced to prove manufacturability and to validate the transition from simulation to real components. The results confirm that SIMP-based topology optimization, when supported by numerical validation and safety checks, is a reliable design method for industrial and consumer applications. • ANSYS TO workflow validated with GE Jet Engine Bracket benchmark. • Safety confirmed via FKM Guideline (SF 1.43) despite stress peaks. • Z-axis adapter optimized: > 14% mass cut while maintaining stiffness. • Additive and CNC variants developed and verified for manufacturability.

Ask AI
Helpful
Bookmark
Share
View Full Paper

Cite This Study

Le et al. (2026) studied this question.

synapsesocial.com/papers/69be35166e48c4981c67332fhttps://doi.org/10.1016/j.rico.2026.100697
Ask AI
Helpful
Bookmark
Share
View Full Paper