The development of patient-specific prosthetic sockets requires the integration of clinical data with advanced design methodologies to ensure both comfort and mechanical reliability. In this work, we propose a digital workflow combining 3D scanning of the residual limb, anatomical reconstruction, and computational design. The approach integrates elastic–plastic homogenization with a Field-Driven Design (FDD) strategy, where stress fields obtained from finite element analysis are mapped to spatially varying lattice properties and geometries. This approach enables a direct stress-to-structure transition for the design of lightweight, graded lattice sockets. The methodology is applied to a personalized socket manufactured via Multi Jet Fusion in PA12. Numerical simulations and experimental testing of a full-scale prototype demonstrate a weight reduction of up to 25% compared to a solid design, while maintaining a robust safety factor. Computed tomography analysis confirms good agreement between the as designed and as-built geometries. The proposed framework highlights the potential of integrating clinical data and Field-Driven lattice Design for next-generation and personalized prosthetic devices.

Additive Manufacturing of Patient–Specific Lattice Prosthetic Sockets via Field–Driven Design and Elastic–Plastic Homogenization / Borracci, P., Menel, D., Romanelli, L., De Biasi, R., Napoleoni, F., Senegaglia, I., Neri, P., Santus, C., Controzzi, M., Benedetti, M.. - In: MATERIALS & DESIGN. - ISSN 0264-1275. - 2026, 268:(2026), pp. 1-14. [10.1016/j.matdes.2026.116509]

Additive Manufacturing of Patient–Specific Lattice Prosthetic Sockets via Field–Driven Design and Elastic–Plastic Homogenization

Menel, D.;De Biasi, R.;Benedetti, M.
Ultimo
2026-01-01

Abstract

The development of patient-specific prosthetic sockets requires the integration of clinical data with advanced design methodologies to ensure both comfort and mechanical reliability. In this work, we propose a digital workflow combining 3D scanning of the residual limb, anatomical reconstruction, and computational design. The approach integrates elastic–plastic homogenization with a Field-Driven Design (FDD) strategy, where stress fields obtained from finite element analysis are mapped to spatially varying lattice properties and geometries. This approach enables a direct stress-to-structure transition for the design of lightweight, graded lattice sockets. The methodology is applied to a personalized socket manufactured via Multi Jet Fusion in PA12. Numerical simulations and experimental testing of a full-scale prototype demonstrate a weight reduction of up to 25% compared to a solid design, while maintaining a robust safety factor. Computed tomography analysis confirms good agreement between the as designed and as-built geometries. The proposed framework highlights the potential of integrating clinical data and Field-Driven lattice Design for next-generation and personalized prosthetic devices.
2026
Settore ING-IND/14 - Progettazione Meccanica e Costruzione di Macchine
Settore IIND-03/A - Progettazione meccanica e costruzione di macchine
Borracci, P.; Menel, D.; Romanelli, L.; De Biasi, R.; Napoleoni, F.; Senegaglia, I.; Neri, P.; Santus, C.; Controzzi, M.; Benedetti, M.
Additive Manufacturing of Patient–Specific Lattice Prosthetic Sockets via Field–Driven Design and Elastic–Plastic Homogenization / Borracci, P., Menel, D., Romanelli, L., De Biasi, R., Napoleoni, F., Senegaglia, I., Neri, P., Santus, C., Controzzi, M., Benedetti, M.. - In: MATERIALS & DESIGN. - ISSN 0264-1275. - 2026, 268:(2026), pp. 1-14. [10.1016/j.matdes.2026.116509]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11572/494570
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