Development of a CAD–FEA integrated automation add-in for DfAM-aware topology optimization: a case study on an additively manufactured pusher duct support bracket for a novel UAV prototype
Development of a CAD–FEA integrated automation add-in for DfAM-aware topology optimization: a case study on an additively manufactured pusher duct support bracket for a novel UAV prototype
The integration of additive manufacturing (AM) and topology optimization (TO) is transforming mechanical design and prototyping practices across multiple engineering sectors, including agricultural and aerospace applications. This study presents the development of TODfAM, a bespoke SOLIDWORKS add-in that automates TO workflows and embeds Design for Additive Manufacturing (DfAM) principles directly within a parametric CAD environment. The tool integrates parametric modelling, finite element analysis (FEA)-based structural evaluation, and TO in a unified platform, enabling automated generation and assessment of design iterations with respect to both mechanical performance and AM-specific manufacturability constraints. A case study on a pusher-duct support bracket for an Unmanned Aerial Vehicle (UAV) was conducted to demonstrate the functionality of the developed workflow. The optimized bracket achieved a 13.77% mass reduction while maintaining structural integrity under representative loading conditions. The CAD-integrated framework reduces toolchain hand-offs and allows early manufacturability evaluation within the design environment, thereby improving workflow continuity and consistency. The principal novelty of this work lies in the establishment of a fully CAD-native, DfAM-aware optimization framework that consolidates the design-to-manufacturing process into a single automated environment. This approach not only streamlines pre- and post-processing tasks but also promotes wider industrial adoption of AM by providing a practical, designer-oriented route to lightweight and manufacturable structures.
FEA, Unmanned Aerial Vehicle (UAV), additive manufacturing, bracket design, design analysis, design of agricultural machinery, topology optimization
Celik, H. Kursat
661d9a6a-1048-48b0-8f0b-6481d360fd6f
Elham, Ali
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Cinar, Recep
e4870131-0038-4900-97e3-a13f0b7c6b7e
Erbil, M. Ali
07c050c5-b5fa-4cda-951d-ea123f6402b9
Entwistle, Robert
f90efac3-0017-4ee8-a078-dee48489795d
Rennie, Allan E.W.
03db8d57-5892-45d9-9f84-bf029e6c8dd4
Akinci, Ibrahim
45da97ba-1ed9-4b96-8c89-c26fec512da7
20 November 2025
Celik, H. Kursat
661d9a6a-1048-48b0-8f0b-6481d360fd6f
Elham, Ali
676043c6-547a-4081-8521-1567885ad41a
Cinar, Recep
e4870131-0038-4900-97e3-a13f0b7c6b7e
Erbil, M. Ali
07c050c5-b5fa-4cda-951d-ea123f6402b9
Entwistle, Robert
f90efac3-0017-4ee8-a078-dee48489795d
Rennie, Allan E.W.
03db8d57-5892-45d9-9f84-bf029e6c8dd4
Akinci, Ibrahim
45da97ba-1ed9-4b96-8c89-c26fec512da7
Celik, H. Kursat, Elham, Ali, Cinar, Recep, Erbil, M. Ali, Entwistle, Robert, Rennie, Allan E.W. and Akinci, Ibrahim
(2025)
Development of a CAD–FEA integrated automation add-in for DfAM-aware topology optimization: a case study on an additively manufactured pusher duct support bracket for a novel UAV prototype.
Applied Sciences (Switzerland), 15 (22), [12341].
(doi:10.3390/app152212341).
Abstract
The integration of additive manufacturing (AM) and topology optimization (TO) is transforming mechanical design and prototyping practices across multiple engineering sectors, including agricultural and aerospace applications. This study presents the development of TODfAM, a bespoke SOLIDWORKS add-in that automates TO workflows and embeds Design for Additive Manufacturing (DfAM) principles directly within a parametric CAD environment. The tool integrates parametric modelling, finite element analysis (FEA)-based structural evaluation, and TO in a unified platform, enabling automated generation and assessment of design iterations with respect to both mechanical performance and AM-specific manufacturability constraints. A case study on a pusher-duct support bracket for an Unmanned Aerial Vehicle (UAV) was conducted to demonstrate the functionality of the developed workflow. The optimized bracket achieved a 13.77% mass reduction while maintaining structural integrity under representative loading conditions. The CAD-integrated framework reduces toolchain hand-offs and allows early manufacturability evaluation within the design environment, thereby improving workflow continuity and consistency. The principal novelty of this work lies in the establishment of a fully CAD-native, DfAM-aware optimization framework that consolidates the design-to-manufacturing process into a single automated environment. This approach not only streamlines pre- and post-processing tasks but also promotes wider industrial adoption of AM by providing a practical, designer-oriented route to lightweight and manufacturable structures.
Text
applsci-15-12341-v3
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More information
Accepted/In Press date: 19 November 2025
Published date: 20 November 2025
Keywords:
FEA, Unmanned Aerial Vehicle (UAV), additive manufacturing, bracket design, design analysis, design of agricultural machinery, topology optimization
Identifiers
Local EPrints ID: 508255
URI: http://eprints.soton.ac.uk/id/eprint/508255
ISSN: 2076-3417
PURE UUID: ee2c6c3b-9b9d-47f7-842f-97d15d710cf0
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Date deposited: 15 Jan 2026 17:45
Last modified: 15 Jan 2026 17:47
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Contributors
Author:
H. Kursat Celik
Author:
Recep Cinar
Author:
M. Ali Erbil
Author:
Allan E.W. Rennie
Author:
Ibrahim Akinci
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