[HTML][HTML] Feature selection strategy for machine learning methods in building energy consumption prediction
Building energy management systems (BEMS) have somewhat standardised building
energy consumption data formats, thereby enhancing their compatibility with the relevant ML …
energy consumption data formats, thereby enhancing their compatibility with the relevant ML …
[HTML][HTML] Design of 3D and 4D printed continuous fibre composites via an evolutionary algorithm and voxel-based finite elements: application to natural fibre …
This paper describes a novel voxel-based technique to accurately model 3D printed
continuous yarns of fibre composites at printed filament scale. To cater for the constraints of …
continuous yarns of fibre composites at printed filament scale. To cater for the constraints of …
Optimization of hybrid composite laminates with distinct ply thicknesses using integer programming
Optimization of constant-stiffness composite laminates with discrete values of fiber
orientations and ply thicknesses is a nonconvex combinatorial problem. Recent studies …
orientations and ply thicknesses is a nonconvex combinatorial problem. Recent studies …
Mixed integer linear programming formulations of the stacking sequence and blending optimisation of composite structures
G Ntourmas, F Glock, F Daoud, G Schuhmacher… - Composite …, 2021 - Elsevier
This manuscript proposes two novel formulations for the manufacturable stacking sequence
retrieval of laminated composite structures. Detailed sizing of composite structures is …
retrieval of laminated composite structures. Detailed sizing of composite structures is …
A 2D-sampling optimization method for buckling layup design of doubly-curved laminated composite shallow shells
Z Jing, X Li, Q Sun, K Liang, Y Zhang, L Duan - Composite Structures, 2022 - Elsevier
A two-dimensional sampling optimization (2DSO) method is presented for buckling layup
design of doubly-curved laminated composite shallow shells. The lamination parameters …
design of doubly-curved laminated composite shallow shells. The lamination parameters …
Stacking optimization of 3D printed continuous fiber layer designs
K Opalach, J Porter-Sobieraj, P Zdroik - Advances in Engineering Software, 2022 - Elsevier
The use of composite materials in 3D printing, such as fiber-reinforced plastic, allows the
created parts to achieve better mechanical properties. However, it requires a new approach …
created parts to achieve better mechanical properties. However, it requires a new approach …
[HTML][HTML] Design of circular composite cylinders for optimal natural frequencies
G Serhat - Materials, 2021 - mdpi.com
This study concerns optimizing the eigenfrequencies of circular cylindrical laminates. The
stiffness properties are described by lamination parameters to avoid potential solution …
stiffness properties are described by lamination parameters to avoid potential solution …
Lamination parameter-based two-dimension sampling optimization method for stacking sequence design of composite laminates
Z Jing - AIAA Journal, 2022 - arc.aiaa.org
A novel two-dimension sampling optimization method (2DSO) is proposed for the stacking
sequence design of composite laminates. The concept of using lamination parameters (LPs) …
sequence design of composite laminates. The concept of using lamination parameters (LPs) …
[HTML][HTML] Modelling and analysis of jute fiber reinforced epoxy composite in the development of wind blade for low intensity winds
RLB Cardoso, RPB Ramos, EML Filha… - Journal of Materials …, 2024 - Elsevier
Natural fibers show an increasing potential as reinforcement of polymeric composites,
representing a promising concurrent to glass and carbon fibers extensively used in the …
representing a promising concurrent to glass and carbon fibers extensively used in the …
Two-level weight optimization of composite laminates using integer programming
Optimization of composite laminates requires the satisfaction of constraints where the design
ply thicknesses and orientations can only take discrete values prescribed by the …
ply thicknesses and orientations can only take discrete values prescribed by the …