SORO-MADE: Soft Robotic Mannequin with Programmable Shape Deformation
Lead Research Organisation:
The University of Manchester
Department Name: Mechanical & Aerospace Engineering
Abstract
The UK Fashion industry is a sector that contributed up to £35 billions to the UK economy per year. Future retail trends are likely to shift from purchasing mass-manufactured apparel products to consuming personalised products, services, and experiences. These new challenges of retail industry are resulting in a rise in high street store based bespoken design and fabrication, where physical mannequins with customised 3D forms are essential instruments for garment production and fitting.
As one of the most popular topics in robotics, soft robotic systems have received more and more attention from researchers and industrial entrepreneurs. Different from conventional robotic systems with rigid components connected by joints, a soft robotic system is formed by deformable materials in specially design structures. The deformation actuated by a soft robotic system has many more degree-of-freedom to realize a target freeform shape that cannot be generated by conventional robots with rigid bodies. This is important as bodies even sharing similar key dimensions, can vary considerably in other parts.
The proposed project aims at enabling a deformable mannequin to facilitate the customised garment production for different body shapes by employing the many more degree-of-freeform deformation that can be provided by a soft robotic system. Advanced technology of soft robotics will be investigated to realise the prototype of a pneumatically actuated soft mannequin, which can be morphed to form different shapes of individual users. A computational framework will be developed to optimise the numbers, shapes, and locations of chambers for the soft mannequin to accurately capture the 3D shapes of individual customers. Our design of soft mannequin will integrate proprioceptive sensors to provide feedback of a deformed shape, and control software will be developed for the deformable mannequin to realise a programmable morphing of 3D shapes. The mannequin will be able to operate in the environment with high-temperature steam to allow for draping and forming of garments.
The outcome of this project will help to enhance the efficiency (therefore also the productivity) of the textile and apparel industry, reshore textile-based industries back to the UK, support the sustainable apparel production, and advance the frontier of robotic technology in fashion production.
As one of the most popular topics in robotics, soft robotic systems have received more and more attention from researchers and industrial entrepreneurs. Different from conventional robotic systems with rigid components connected by joints, a soft robotic system is formed by deformable materials in specially design structures. The deformation actuated by a soft robotic system has many more degree-of-freedom to realize a target freeform shape that cannot be generated by conventional robots with rigid bodies. This is important as bodies even sharing similar key dimensions, can vary considerably in other parts.
The proposed project aims at enabling a deformable mannequin to facilitate the customised garment production for different body shapes by employing the many more degree-of-freeform deformation that can be provided by a soft robotic system. Advanced technology of soft robotics will be investigated to realise the prototype of a pneumatically actuated soft mannequin, which can be morphed to form different shapes of individual users. A computational framework will be developed to optimise the numbers, shapes, and locations of chambers for the soft mannequin to accurately capture the 3D shapes of individual customers. Our design of soft mannequin will integrate proprioceptive sensors to provide feedback of a deformed shape, and control software will be developed for the deformable mannequin to realise a programmable morphing of 3D shapes. The mannequin will be able to operate in the environment with high-temperature steam to allow for draping and forming of garments.
The outcome of this project will help to enhance the efficiency (therefore also the productivity) of the textile and apparel industry, reshore textile-based industries back to the UK, support the sustainable apparel production, and advance the frontier of robotic technology in fashion production.
Publications

Meng Y
(2024)
Spring-IMU Fusion-Based Proprioception for Feedback Control of Soft Manipulators
in IEEE/ASME Transactions on Mechatronics
Title | OpenPneu: Compact Platform for Pneumatic Actuation with Multi-Channels |
Description | OpenPneu is a compact system designed to facilitate pneumatic actuation for multi-chamber soft robots. In this system, micro-pumps are utilized to generate airflow, eliminating the need for additional compressed air input. OpenPneu is characterized by its modular design, allowing for excellent scalability, as evidenced by a ten-channel prototype. Each air channel in OpenPneu is equipped with both inflation and deflation capabilities, enabling a wide range of pressure supply from positive to negative, with a maximum flow rate of 1.7 L/min. The system incorporates high-precision closed-loop pressure control, ensuring stable and efficient dynamic performance during actuation. Additionally, an open-source control interface and Python-based API are provided. |
Type Of Material | Improvements to research infrastructure |
Year Produced | 2023 |
Provided To Others? | Yes |
Impact | n/a |
URL | https://openpneu.github.io/OpenPneu/ |
Title | OpenPneu: A compact and scalable system to support the pneumatic actuation for multi-chambers on soft robots |
Description | OpenPneu is a compact system designed to facilitate pneumatic actuation for multi-chamber soft robots. In this system, micro-pumps are utilized to generate airflow, eliminating the need for additional compressed air input. OpenPneu is characterized by its modular design, allowing for excellent scalability, as evidenced by a ten-channel prototype. Each air channel in OpenPneu is equipped with both inflation and deflation capabilities, enabling a wide range of pressure supply from positive to negative, with a maximum flow rate of 1.7 L/min. The system incorporates high-precision closed-loop pressure control, ensuring stable and efficient dynamic performance during actuation. Additionally, an open-source control interface and Python-based API are provided. |
Type Of Technology | New/Improved Technique/Technology |
Year Produced | 2023 |
Open Source License? | Yes |
Impact | N/A |
URL | https://openpneu.github.io/OpenPneu/ |