Geometric-feature-based design of spatially varying multiscale structure with quasi-conformal mapping
For spatially varying multiscale configurations (SVMSCs) that increasingly gain engineering perspective, a design scheme enabling the direct tuning of their microstructural layouts is still desired. Challenges lie behind the fact that an arbitrary ...
Robust topology optimisation of lattice structures with spatially correlated uncertainties
The uncertainties in material and other properties of structures are often spatially correlated. We introduce an efficient technique for representing and processing spatially correlated random fields in robust topology optimisation of lattice ...
Optimized topology design of finned ducts for internal flow thermal performance by discrete variable eigenvalue-related optimization
A discrete variable topology optimization method of internally finned ducts in heat exchangers for efficient thermal performance is proposed. Fully developed convective heat transfer (FDCHT) model, which has been extensively employed and well ...
Topology and orientation optimization of multi-material hinge-free composite compliant mechanisms under multiple design-dependent loadings
Compliant mechanisms with multiple input loads and output ports are commonly applied in micro-electromechanical systems (MEMS), while compliant mechanisms under design-dependent pressure loadings (such as pneumatic or hydraulic) can generate ...
An active learning strategy of reliability-based design and optimization by parallel adaptive sequential importance candidate region method
Reliability-based design and optimization (RBDO) is increasingly critical for high-quality products. However, existing methods, such as active learning Kriging (ALK) and sequential optimization and reliability assessment (SORA), encounter ...
A novel single-loop simulation algorithm combined with adaptive Kriging model for estimating the system failure probability function with multi-dimensional distribution parameter
For the multi-failure-mode system with multi-dimensional distribution parameter, estimating system failure probability function (SFPF) is essential to grasp the influence of the distribution parameter on system failure probability and decouple the ...
A novel multi-fidelity surrogate modeling framework integrated with sequential sampling criterion for non-hierarchical data
Multi-fidelity surrogate model (MFSM) methods have attracted significant attention recently in the field of engineering design by combining the information from high-cost high-fidelity (HF) data and low-cost low-fidelity (LF) data, which realizes ...
A performance-driven lightweight optimization method for material-structure coupling design of cab
Due to the discreteness of material variables and nonlinearity of material plastic segment, the material-structure matching design efficiency of multiple parts is very low, and it is even difficult to achieve a feasible solution. To solve these ...
Manufacturability-aware deep generative design of 3D metamaterial units for additive manufacturing
Mechanical metamaterials are artificial structures that possess exceptional mechanical properties that are not naturally occurring. The complex geometrical and topological features of these metamaterials pose significant challenges to both ...
Combined shape and topology optimisation of shell structures using FE-based parameterisations
Studies that optimise both the shape and topology of shell structures typically utilise CAD parametrisations to describe the geometry of the shell and density-based methods to characterise its material layout. Relying on CAD-based approaches has ...
Constrained efficient global multidisciplinary design optimization using adaptive disciplinary surrogate enrichment
Surrogate-based optimization has become a popular approach for solving problems with computationally expensive disciplinary solvers. Recently, the Efficient Global Multidisciplinary Design Optimization (EGMDO) algorithm was introduced as a ...
A novel safety life analysis method based on equivalent constraint transformation
Equivalent constraint method (ECM) is an efficient method for safety life analysis under target time-dependent failure possibility (TDFP) constraint. However, the efficiency of existing ECM still needs to be improved for problems with complex ...
Towards advanced piezoelectric metamaterial design via combined topology and shape optimization
Metamaterials open up a spectrum of artificially engineered properties otherwise unreachable in conventional bulk materials. For electromechanical energy conversion systems, lightweight materials with high hydrostatic piezoelectric coupling ...
A simple QP modification of the OC update to permit treatment of the topology design problem of self-weight
This note communicates a simple modification of the optimality criteria (OC) design update—as found in well-known Matlab implementations of the classical topology design problem—to an update based on a quadratic program (QP) with a single linear ...