1. Introduction
Over the past few decades, robotic manipulation has undergone a significant shift from rigid-body systems toward compliant, soft-material-based designs. This transition has been driven by the growing demand for robotic systems capable of safely interacting with fragile, deformable, or uncertain objects in applications ranging from industrial handling to medical and service robotics [
1,
2,
3]. Soft grippers, in particular, offer key advantages such as inherent compliance, low inertia, adaptability to object shape, and reduced control complexity, making them strong candidates for next-generation manipulation systems [
4,
5]. Soft robotic actuators have attracted increasing attention owing to their inherent compliance, safety during human interaction, and ability to undergo large deformations [
6,
7,
8].
Among the various soft actuation technologies, pneumatic artificial muscles (PAMs) have emerged as one of the most widely adopted solutions due to their high power-to-weight ratio, simplicity of construction, and cost-effectiveness [
9,
10]. A typical PAM consists of an elastomeric inner bladder encased within a braided sleeve, where pressurisation results in radial expansion and axial contraction, mimicking the behaviour of biological muscles [
11,
12]. By modifying the braid angle and structural constraints, PAMs can be configured to produce either contraction or extension, with a critical transition occurring at a braid angle of approximately 54.7° [
12].
To extend the functionality of PAMs, researchers have introduced asymmetric constraints to induce bending motion. One such design is the self-bending contraction actuator (SBCA), in which a flexible but inextensible reinforcing element is embedded along one side of a contraction-type PAM, generating curvature during actuation [
13,
14]. SBCAs have been successfully applied in soft robotic fingers, continuum manipulators, and adaptive grippers, demonstrating their potential for compliant grasping and manipulation tasks.
Recent studies have explored modular reinforcement strategies to improve actuator adaptability and facilitate rapid reconfiguration without redesigning the actuator body [
15]. The fibre reinforcement constrains radial expansion while enabling programmable deformation, a strategy widely adopted in fibre-reinforced soft pneumatic actuators [
16,
17].
Previous studies have identified the reinforcing element as a dominant factor influencing SBCA performance, particularly in terms of bending stiffness, curvature, and payload capacity. However, systematic experimental investigations into how variations in reinforcement geometry affect actuator behaviour remain limited. Furthermore, existing actuator designs do not provide a practical mechanism for rapidly implementing such variations within a single platform. Recent modular soft actuator architectures have demonstrated the potential for reconfigurable pneumatic systems with application-specific performance tuning [
18], highlighting growing interest in adaptable soft robotic hardware.
To address these challenges as mentioned in
Table 1, this paper proposes a reconfigurable SBCA architecture that enables non-destructive modification of the internal reinforcing element. The design introduces a set of novel end fittings that allow reinforcing rods to be easily inserted, removed, and replaced without altering the actuator body or damaging surrounding components. This transforms the SBCA from a fixed-performance device into a tunable actuation system, where mechanical behaviour can be adjusted post-fabrication. In addition to the design innovation, this work presents a systematic experimental study on the influence of reinforcing rod geometry on actuator performance. Four distinct rod configurations are developed and evaluated to investigate their effect on bending angle and fingertip force. Through this analysis, the study establishes a direct relationship between stiffness distribution and actuator output characteristics, providing insight into how internal structural variation governs SBCA behaviour.
The main contributions of this work are therefore twofold. First, a novel reconfigurable SBCA design is introduced, enabling rapid and non-destructive modification of the reinforcing element. Second, a comparative experimental framework is presented that demonstrates how reinforcement geometry can be used as a controllable design parameter to tune actuator performance. A three-finger soft gripper incorporating the proposed actuator is also developed and validated, demonstrating the practical applicability of the approach for adaptive grasping tasks. By enabling post-fabrication tunability and establishing a link between internal structure and actuator performance, this work advances SBCAs from fixed-function components toward adaptable soft robotic systems.
4. Results
This section presents a systematic evaluation of the proposed self-bending contraction actuator (SBCA), with particular emphasis on how variations in reinforcing rod geometry influence actuator performance. The results are structured to highlight the relationship between internal stiffness distribution and key output characteristics, namely bending curvature and fingertip force.
4.1. Bending Characteristics
Experiments were performed to evaluate the bending angle of the SBCA under varying actuation pressures (1–2 bar) for each reinforcing rod configuration. The actuator was clamped vertically, and pressure was supplied via a regulated compressor. Bending angle was measured using a flex sensor interfaced with an Arduino, with repeated trials conducted to ensure consistency.
The results demonstrate that reinforcing rod geometry plays a dominant role in governing actuator curvature, confirming that stiffness distribution along the actuator length is a primary determinant of bending response. The control rod, characterised by a uniform cross-section, exhibited the lowest bending angle (59° at 2 bar), reflecting its relatively high and uniform bending stiffness.
In contrast, rods incorporating geometric variation—such as the tapered, 1-joint, and 2-joint designs—produced significantly higher curvature. The tapered rod achieved the largest bending angle of 77°, indicating that gradual reduction in cross-sectional stiffness promotes increased deformation under identical pressure inputs. The 1-joint and 2-joint rods introduced localised regions of reduced stiffness, resulting in non-uniform curvature profiles and enabling more concentrated bending at predefined locations.
The reachable work envelope of the actuator, as shown in
Figure 11, further illustrates how rod geometry influences deformation shape. At lower pressures (1 bar), the control rod exhibited minimal deflection and near-linear behaviour, whereas the other configurations displayed increasing curvature. As pressure increased, all rods demonstrated greater deformation; however, the curvature profiles differed significantly depending on stiffness distribution.
Across all configurations, a nonlinear relationship between pressure and bending angle was observed. This behaviour can be attributed to the combined effects of hyperelastic deformation of the bladder, interaction forces between the braid and bladder, and progressive engagement of the reinforcing rod. Minor inconsistencies observed between trials are likely due to manual pressure regulation and measurement limitations. Nevertheless, the overall trends remain consistent.
These results establish that reinforcement geometry provides an effective mechanism for tuning actuator curvature without modifying the actuator body, supporting the concept of post-fabrication configurability.
This explains the sharp drops in force shown in
Figure 12. It was also not possible to repeatably increase the pressure linearly over a given time for each repeat using this method, and so the time axes pictured in
Figure 12 can be considered arbitrary. Red square markers are used to indicate at which point the actuation pressure reached 2 bar for each repeat.
For this reason, tests for the maximum bending angle were repeated three times for each rod and an average value was calculated. The maximum bending angles for the SBCA configured with each rod and pressurised to 2 bar are listed in
Table 3. As expected, the control rod has the smallest bending angle (59°) due to its constant thickness, increasing its bending resistance. The largest bending angle is experienced by the tapered rod and is 77°. This is unsurprising as tapered structures have been used throughout history to achieve desirable bending characteristics such as fishing rods or the limbs of a bow. The tapered, 1-joint and 2-joint rods all offer advantages over the similarly sized SBCAs presented in [
13,
14], which have a maximum bending angle of 72° at 4 bar and 25° at 5 bar, respectively. It is important to note that both SBCAs presented use much stronger elastomeric ribbons to splay the fingers of their grippers and are thus likely to experience larger resistance forces during actuation. However, achieving high bending angles with the proposed SBCA at comparatively low pressures is still a significant result, demonstrating that design variations of the reinforcing rod can change the bending resistance experienced by the SBCA and, by facilitating high bending angles and low pressures, could decrease the operating cost of the proposed gripper.
4.2. Force Characteristics
The fingertip force generated by the SBCA was evaluated using a blocked force test. The actuator was fixed in position, and a force-sensitive resistor was placed at the fingertip contact point. Pressure was gradually increased to 2 bar and then released to assess both loading behaviour and potential hysteresis effects.
The results reveal a clear dependence of force output on reinforcing rod geometry. The 1-joint rod achieved the highest maximum fingertip force of 4.73 N at 2 bar, representing the most effective balance between structural support and compliance. The thicker base region provides resistance to axial contraction, enabling efficient force transmission, while the localised thinning reduces bending resistance.
In contrast, the tapered rod produced the lowest maximum force (3.37 N), indicating that while reduced stiffness enhances curvature, it can compromise load-bearing capability due to increased susceptibility to buckling. The control rod exhibited moderate force output, benefiting from uniform stiffness but limited by reduced curvature. The 2-joint rod demonstrated lower and less consistent force generation, likely due to stress concentrations and reduced structural integrity at multiple thinned sections.
All configurations exhibited nonlinear force–pressure relationships, consistent with the intrinsic behaviour of pneumatic soft actuators. Variations between repeated trials were attributed to non-uniform pressure application and minor mechanical effects such as initial rod seating or braid slippage during early actuation cycles.
Average blocked forces for each rod at 1 bar, 1.5 bar and 2 bar were recorded to establish a pressure–force relationship. Smooth curves are generated between the points and presented in
Figure 13. All four rods behave non-linearly, which is expected due to the nature of the SBCA, posing challenges for the control of the finger. To mitigate the effects of the non-uniform pressure changes in the blocked force test and provide potential for accurate position control, a regulator such as the one presented in [
28] could be considered.
4.3. Gripper-Level Performance Evaluation
To evaluate the system-level performance of the proposed actuator, a three-finger soft gripper was developed and tested on a range of objects with varying shapes, sizes, and mechanical properties. Experiments were conducted at a constant operating pressure of 1.5 bar using open-loop pressure control.
4.3.1. Grasp Success Rate and Repeatability
Grasping trials were repeated multiple times for each object to assess repeatability. A successful grasp was defined as the ability of the gripper to securely hold and lift the object without slippage for at least 5 s.
Across all tested objects, high success rates were observed for medium-to-large objects with regular geometries such as a cube, sphere, and cylinder. Consistent trends were observed across repeated trials, indicating reliable grasping behaviour under similar conditions as shown in
Figure 10.
4.3.2. Payload Capacity
The gripper demonstrated the ability to lift a range of objects of varying weights. Heavier objects required increased deformation and contact area for stable grasping, which was facilitated by the compliant nature of the actuator. The maximum payload capacity was not systematically quantified; however, experimental observations indicate that objects within the tested range could be reliably manipulated at the operating pressure used.
4.3.3. Adaptive Grasping Behaviour
The gripper exhibited adaptive grasping behaviour across a variety of object geometries. Similar adaptive grasping capabilities have been reported in recent modular soft robotic systems that exploit compliant morphology to achieve robust interaction with diverse object shapes [
30,
31,
32]. For larger or irregular objects, the fingers demonstrated coordinated deformation, including lateral deflection and partial helical wrapping, allowing the gripper to conform to object surfaces. For softer objects, such as fruit, the actuator maintained sufficient compliance to avoid visible damage during handling.
These behaviours highlight the ability of the system to achieve stable grasps without the need for precise object modelling or trajectory planning.
4.3.4. Control Considerations
The current implementation employs open-loop pressure control without active sensing or feedback. While this enables simple operation, it limits the ability to precisely regulate grasp force or finger position. Therefore, the claim of operation “without complex control or grasp planning” should be interpreted in the context of qualitative adaptability rather than precise or optimal manipulation.
Future work will focus on incorporating closed-loop control through integrated sensing, enabling improved repeatability, force regulation, and object recognition.
4.4. Measurement Limitations, Hysteresis, and Dynamic Effects
The experimental results presented
Figure 12 were obtained using manual pressure regulation and a low-resolution analogue pressure gauge as detailed in
Figure 7. While this setup is sufficient for identifying general performance trends and comparative behaviour between configurations, it introduces limitations in measurement precision, repeatability, and dynamic characterisation.
In particular, the manual regulation of pressure resulted in small fluctuations and non-uniform pressure increments during testing. This affects the accuracy of recorded bending angles and force values, especially when comparing closely spaced operating points. Additionally, the time-dependent response of the actuator could not be systematically controlled, making it difficult to isolate transient behaviour.
A pressure dead band was consistently observed, with actuation initiating at approximately 0.25 bar. This behaviour is attributed to the initial expansion of the bladder required to establish contact with the braided sleeve before contraction and bending can occur. Although this phenomenon was qualitatively identified, its precise magnitude may vary depending on assembly tolerances and material properties.
Hysteresis effects were also observed during loading and unloading cycles in the blocked force tests, particularly in cases where pressure release occurred rapidly. These effects are likely caused by internal friction between the bladder and braid, viscoelastic behaviour of the elastomeric materials, and minor slippage within the actuator structure. However, due to limitations in pressure control and sensing resolution, a quantitative hysteresis loop analysis could not be reliably established.
Similarly, repeatability across trials was influenced by factors such as manual pressure adjustment, initial seating of the reinforcing rod, and minor variations in assembly. While overall trends in bending and force behaviour remained consistent, variability between individual measurements highlights the need for more controlled experimental conditions.
Finally, the dynamic response of the actuator, including actuation speed, time constants, and frequency-dependent behaviour, was not explicitly characterised in this study. These parameters are important for applications requiring precise or high-speed control and are expected to be influenced by both pneumatic supply conditions and structural properties of the actuator.
4.5. Performance Trade-Off and Tunability
A key outcome of this study is the identification of a clear trade-off between bending curvature and force generation, governed by reinforcing rod geometry. Configurations that maximise bending (e.g., tapered rod) exhibit reduced force output, while those that enhance force transmission (e.g., 1-joint rod) maintain moderate curvature.
This trade-off demonstrates that actuator performance can be systematically tuned by selecting appropriate reinforcement geometries. Similar trends have recently been reported in modular and variable-stiffness soft robotic systems, where structural reconfiguration enables task-dependent adaptation of stiffness and deformation behaviour [
32]. For instance, applications requiring high adaptability and object conformity may benefit from tapered designs, whereas tasks involving higher payloads may favour jointed or uniform rods.
Importantly, this tunability is achieved without modifying the actuator body. The ability to interchange reinforcing elements provides a practical mechanism for exploring and exploiting performance trade-offs within a single actuator platform, representing a key advantage over conventional SBCA designs.
5. Discussion
5.1. Fatigue Behaviour and Durability Considerations
While the proposed SBCA demonstrates reliable performance under short-term experimental conditions, its long-term durability under cyclic loading remains an important consideration for practical deployment. In particular, the modular interface introduced in this work—comprising 3D-printed end fittings and interchangeable reinforcing rods—introduces potential failure modes that differ from conventional permanently bonded designs.
The use of PLA for the reinforcing rods and structural components, while advantageous for rapid prototyping, may further limit fatigue resistance due to its relatively low toughness and susceptibility to crack propagation under cyclic loading. Additionally, repeated insertion and removal of the rods may introduce wear at the contact interfaces, potentially affecting alignment and load transfer over time.
Despite these considerations, the modular design also offers advantages for maintenance and serviceability. Unlike conventional SBCAs, where failure of the reinforcing element typically requires destructive disassembly, the proposed system enables rapid replacement of worn components, thereby extending the functional lifespan of the actuator at the system level.
Future work will focus on systematic fatigue testing under cyclic pressure conditions to quantify actuator lifespan and identify dominant failure modes. The use of alternative materials (e.g., nylon, fibre-reinforced polymers, or flexible composites) and improved interface designs will also be investigated to enhance durability and reliability for long-term operation.
5.2. Integration of Sensing for Closed-Loop Control
The current study focuses on open-loop actuation; however, the integration of embedded or surface-mounted flexible sensors represents a natural extension of the proposed design. The modular structure of the SBCA provides convenient locations for sensor placement, such as along the actuator backbone or at the fingertip interface.
Flexible strain or bend sensors could be used to directly measure actuator curvature, enabling closed-loop control of finger position and improving repeatability under varying load conditions. Recent flexible curvature sensing approaches have demonstrated accurate shape estimation for soft robotic systems while maintaining compliance [
33].
Such sensing capabilities would be particularly beneficial given the nonlinear and hysteretic behaviour observed in the actuator, where precise position or force control is difficult to achieve using pressure regulation alone. By combining the proposed reconfigurable actuator design with integrated sensing, it would be possible to develop more intelligent soft grippers capable of both adaptive morphology and feedback-driven manipulation.
Future work will explore the integration of low-cost flexible sensors and their use in closed-loop control architectures for enhanced functionality and autonomy.
6. Conclusions
In this work, a low-cost, easy-to-manufacture self-bending contraction actuator (SBCA) is proposed. The highlight of the proposed SBCA is the 3D-printed novel end fittings that facilitate the non-destructive replacement of the reinforcing rod. Four design variations of the reinforcing rod are proposed and analysed, and a detailed description of the inner workings and fabrication of the SBCA is presented. An investigation into the safe operating pressure of the SBCA is conducted, as well as a comparative study on the effects of reinforcing rod design on the bending angle and fingertip force of the SBCA. The results of this study demonstrate that design variation of the reinforcing rod can influence the maximum bending angle and fingertip force of the SBCA for a given pressure. The proposed 1-joint rod achieves a bending angle and maximum fingertip force 25.42% and 10% higher, respectively, compared to the control rod, resulting in the best overall performance of the four rods. A pressure vs. force relationship is also established for each of the four proposed rods. The kinematics for the bending of the SBCA are presented and the calculated values compared to those obtained through experimentation. The paper then presented a three-finger soft gripper using the proposed SBCA. The gripper was shown to achieve successful grasps on a wide range of objects of varying sizes and mechanical properties, demonstrating its ability to conform to the object’s shape without the need for complex control or grasp planning. The maximum mass successfully grasped by the gripper was a 106 g cylinder, but further investigation into the maximum payload of the gripper for different object shapes and sizes is required. The potential for future works includes adaptation of the novel end fitting design to allow experimentation with reinforcing rods of a wider range of cross sections or construction materials. Future works should also consider the fastening methods used in [
34], where the braided sleeve is folded back on itself with a ring of material inside, effectively creating another raised ring portion and preventing the braid from slipping under the zip tie. This will allow investigation into the behaviour of the proposed SBCA at higher actuation pressures. Related developments in autonomous pneumatic control [
35], high-force printable pneumatic structures [
36], pneumatic-muscle modelling [
37], variable-stiffness soft-gripper architectures [
38], and flexible sensing for soft robots [
39] further demonstrate the potential for improving the controllability, adaptability and functionality of pneumatic soft robotic systems.