Smart textiles using fluid-driven artificial muscle fibers

The marriage of textiles with artificial muscles to create smart textiles is attracting great attention from the scientific community and industry. Smart textiles offer many benefits including adaptive comfort and high conformity to objects while providing active actuation for desired motion and force. This paper introduces a new class of programmable smart textiles created from different methods of knitting, weaving, and sticking fluid-driven artificial muscle fibers. Mathematical models are developed to describe the elongation-force relationship of the knitting and weaving textile sheets, followed by experiments to validate the model effectiveness. The new smart textiles are highly flexible, conformable, and mechanically programmable, enabling multimodal motions and shape-shifting abilities for use in broader applications. Different prototypes of the smart textiles are created with experimental validations including various shape-changing instances such as elongation (up to 65%), area expansion (108%), radial expansion (25%), and bending motion. The concept of reconfiguring passive conventional fabrics into active structures for bio-inspired shape-morphing structures is also explored. The proposed smart textiles are expected to contribute to the progression of smart wearable devices, haptic systems, bio-inspired soft robotics, and wearable electronics.


Results
Smart textile composition and configurations. A textile is a flexible two-dimensional structure created by interlocking one-dimensional filaments such as yarns, threads, and fibers. Textiles are one of humankind's oldest technologies, being widely used in every aspect of life thanks to their comfort, adaptability, breathability, appearance, and protection. Smart textiles (also known as smart garments or robotic fabrics) have increasingly been used in research studies because of their vast potential in robotic applications 20,52 . Smart textiles are expected to enhance human experiences to interact with soft bodies, opening a paradigm shift in the field where a thin and flexible piece of fabric can be controlled in motion and force to perform specific tasks. In this work, we explore two methods to produce smart textiles based on our recent AMFs: 49 (1) using the AMFs as active yarns to construct smart textiles by traditional textile-making techniques; (2) directly sticking the AMFs into conventional fabrics to induce desired motion and deformation.
The AMFs consist of an inner silicone tube to receive hydraulic power and an outer helical coil to constrain its radial expansion. Therefore, AMFs produce longitudinal elongation upon pressurization and subsequently exert contraction force when releasing the pressure to return to the initial length. They possess similar characteristics as traditional fibers including flexibility, small diameter, and long length. However, the AMFs surpass their traditional counterparts by being active and controllable in terms of motion and force. Motivated by recent www.nature.com/scientificreports/ fast-paced developments in the smart textile field, we introduce here four main approaches to producing smart textiles by implementing the AMFs into long-established fabric-making techniques (Fig. 1). The first approach is knitting. We utilize the weft knitting technique to produce an active knitting sheet that can expand in one direction upon hydraulic pressurization. Knitting sheets are highly elastic and highly stretchable but more prone to unravelling than weaving sheets. One AMF can form a single course or an entire knitting sheet depending on control approaches. Besides the planar sheet, tubular knitting patterns are applicable for AMF to make hollow structures. The second approach is weaving where we make use of two AMFs as warp and weft to form a rectangular weaving sheet that can exert independently bidirectional expansion. Weaving sheets offer a greater control degree (two directions) compared to knitting sheets. We also weave a single AMF with conventional yarns to produce a simpler weaving sheet that can only expand in one direction. The third approach is radial expansion-a variant of the weaving technique where instead of being rectangularly arranged, the AMF is aligned in a spiral shape with yarns providing radial constraint. In this case, the weaving sheet will expand radially when receiving input pressure. The fourth approach is to stick the AMFs to a passive fabric sheet to create bending motions in desired directions. We reconfigure a passive fabric sheet into an active one by routing an AMF around its boundary. This programmable characteristic of the AMF opens numerous possibilities for bio-inspired shape-morphing soft structures where we can turn passive objects into active ones. This approach is simple, easy, and fast but may compromise the prototypes' durability. Readers can refer to other approaches from the literature which detailed the pros and cons of the performance of each type of textile 21,33-35 . AMF configurations to produce smart textiles. Most filaments or yarns which produce conventional textiles comprise a passive structure. In this work, we take advantage of our previously developed AMFs that can be made meters in length with sub-millimeter diameters, replacing the conventional filaments of the passive textiles by the AFMs to form smart and active textiles for broader applications. The following sections describe detailed fabrication methods to produce smart textile prototypes as well as introduce their basic characteristics and behaviors.
Knitting sheet. We manually fabricated a knitting sheet from three AMFs using the weft knitting technique ( Fig. 2A). Material selections and detailed specifications of AMFs and prototypes can be found in the "Methods" section. Each AMF followed a meandering path (also known as a course) that formed symmetric loops. The loops of each course were secured with the loops of the courses just above and below them. Loops of the same column that were perpendicular to the course were grouped into a wale. Our knitting prototype consisted of three courses with seven loops for each course (or seven wales). The loops of the top and bottom courses were not secured so that we could connect them to corresponding metal rods. The knitting prototype was more prone to unravel than conventional knitting fabric because of the higher stiffness of AMFs compared to conventional yarns. Therefore, we constrained loops of adjacent courses by a thin elastic string.
Although the meandering loops of the knitting sheet could be stretched in different directions, our knitting prototype primarily expanded in the wale direction upon pressurization owing to the constraint in the course  www.nature.com/scientificreports/ direction. The elongation of each AMF contributed to the overall area expansion of the knitting sheet. Depending on specific requirements, we could control three AMFs independently from three different fluid sources ( Fig. 2A) or simultaneously from a single fluid source via a 1-to-3 fluid distributor. Figure 2A shows one instance of the knitting prototype that expanded 35% of its initial area when pressurizing (1.2 MPa) three AMFs simultaneously. It is noted that the AMF achieved a high elongation of at least 250% of its initial length 49 and therefore the expansion ratio of the knitting sheet can be made higher than that of the current version.
Weaving sheet. We also created a bidirectional weaving sheet formed from two AMFs by using the plain weaving technique (Fig. 2B). The warp and weft AMFs were interlaced at right angles to form a simple criss-cross pattern. Our weaving prototype was classified as balanced plain weaves because both warp and weft were made of filaments of the same size (detailed specifications are shown in the "Methods" section). Unlike conventional yarns which are capable of sharp folds, the used AMFs require a certain bending radius when turning back for another line of the weaving pattern. As a result, the weaving sheet made from the AMFs is less dense compared to conventional weaving textiles. The minimum bending radius of AMFs type S (OD 1.49 mm) is 1.5 mm. As an illustration, our weaving prototype presented in this paper had a pattern of 7 × 7 lines where each cross was stabilized by a knot made of a thin elastic string. A higher number of lines can be achieved using the same weaving technique. The weaving sheet expanded its area toward the warp or weft direction when the corresponding AMF received fluid pressure. Therefore, we controlled the weaving sheet dimension (length and width) by independently varying the amplitude of applied input pressure to the two AMFs. Figure 2B shows the weaving prototype that expanded 44% of its initial area when pressurizing (1.3 MPa) one AMF at a time. An area expansion of 108% was achieved when simultaneously pressurizing the two AMFs. sheet made from one AMF and acrylic yarns could lift a 500 g load, which is 192 times heavier than its mass (2.6 g). (D) Radial expansion structure made from a single AMF and cotton yarns as radial constraints. Detailed specifications can be found in the "Methods" section. www.nature.com/scientificreports/ We also fabricated a unidirectional weaving sheet formed from a single AMF as warp and acrylic yarns as weft (Fig. 2C). The AMF was arranged in a seven-line zigzag whereas the yarns interlaced these AMF lines to form a rectangular textile sheet. This weaving prototype was denser than the one in Fig. 2B thanks to the soft acrylic yarns that easily filled the entire sheet. Since we used only one AMF as the warp, the weaving sheet can only expand toward the warp direction upon pressurization. Figure 2C shows one instance of the weaving prototype that expanded 65% of its initial area when pressurizing (1.3 MPa). In addition, this weaving sheet (which weighed 2.6 g) could lift a load of 500 g which is 192 times heavier than its mass.
Radial expansion with circular weaving sheet. Instead of arranging an AMF in a zigzag layout to create a rectangular weaving sheet, we made a planar spiral shape of an AMF and then constrained it radially with cotton yarns to create a circular weaving sheet (Fig. 2D). The high stiffness of the AMF restrained it from filling the centermost area of the circular sheet. However, this filling can be done with elastic yarns or stretchable fabrics. When receiving hydraulic pressure, the AMF transformed its longitudinal elongation into the radial expansion of the sheet. It is also worth noting that both the outer and inner diameters of the spiral shape are expanded, due to the radial constraint of the yarns. Figure 2D shows the shape of the circular sheet that expanded 25% of its initial area under applied hydraulic pressure of 1 MPa.
Fabric reconfiguration. We introduce here the second method to create smart textiles where we stick an AMF to a piece of planar fabric to reconfigure it from a passive to an active, controllable structure. The design concept of a bending actuator is illustrated in Fig. 3A where an AMF is folded at its midpoint and stuck to a strip of nonstretchable fabric (cotton muslin fabric) using double-sided tape as a bonding element. Upon pressurization, the top part of the AMF elongates freely whereas the bottom part is constrained by the tape and fabric, resulting in a bending motion of the strip toward the fabric side. We can deactivate any segment at any location of the bending actuator by simply putting a piece of tape on top of it. The deactivated segments are unable to exert any motion and become passive segments.
We fabricated several bending actuator prototypes with different lengths and hydraulically pressurized them to generate the bending motion (Fig. 3B). It is noted that the AMF can be arranged in a straight line or folded to form multiple lines before sticking to the fabric to create a bending actuator with the corresponding number of lines. We also reconfigured a passive fabric sheet into an active four-legged structure (Fig. 3C) where we routed the boundaries of rectangular non-stretchable fabric (cotton muslin fabric) with an AMF. The AMF was stuck to the fabric with the help of a piece of double-sided tape. The middle segments of each edge were taped to become passive, leaving four corners active. A top cover made of stretchable fabric (polyester) was optional. The four corners of the fabric were bent down (looked like legs) when pressurized. www.nature.com/scientificreports/ Characteristics of smart textiles. Input pressure versus output elongation and force. We built a testing platform to quantitatively examine the characteristics of the developed smart textiles (see the "Methods" section and Supplementary Fig. S1). Since all specimens were made of AMFs, the overall trend of experimental results ( Fig. 4) agrees with the AMF's fundamental characteristic where the input pressure has a proportional relationship with output elongation and a reverse proportional relationship with contraction force. However, these smart textiles have their own distinctive features that represent their particular configurations. Each AMF of the weaving sheet received 1 MPa input pressure to generate approximately 30% elongation (Fig. 4A). We selected this threshold for the whole experiment for several reasons: (1) to create a substantial elongation (around 30%) to highlight their hysteresis profile, (2) to prevent unexpected damage or malfunction resulting from cyclic motion and reusable prototypes for different experiments under high fluid pressure. A dead zone was clearly visible, where the weaving sheet remained static until input pressure reached 0.3 MPa. The pressure-elongation hysteresis chart showed a wide gap between the pressurizing and releasing phases, indicating a significant energy loss when the weaving sheet changes its motion from expansion to contraction. (Fig. 4A). The weaving sheet could exert a contraction force of 5.6 N after receiving 1 MPa input pressure (Fig. 4B). The pressure-force hysteresis chart also showed that the releasing curve almost overlapped the pressurizing curve. The weaving sheet's area expansion relies on the pressure amplitudes supplied to each of the two AMFs, which are shown in the three-dimensional surface plot (Fig. 4C). Experiments also revealed that the weaving sheet could generate an area expansion of 66% when its warp and weft AMFs simultaneously received 1 MPa hydraulic pressure.
Experimental results of the knitting sheet have a similar pattern to that of the weaving sheet, including the wide hysteresis gap in the pressure-elongation chart and the overlapping curves in the pressure-force relation. The knitting sheet generated 30% elongation and subsequently exerted a contraction force of 9 N when receiving 1 MPa input pressure (Fig. 4D,E).
In the case of the circular weaving sheet, there was an expansion from its initial area to 25% after receiving 1 MPa fluid pressure (Fig. 4F). There was a substantial dead zone of input pressure until 0.7 MPa before the specimen started to expand. This large dead zone is expected because the specimen was made of a larger AMF that required a higher pressure to overcome its initial tension. Figure 4F also showed that the releasing curves almost overlapped the pressurizing curves, denoting inconsiderable energy loss when switching the circular sheet motions.
Experimental results for three bending actuators (fabric reconfiguration) showed that their hysteresis profiles share similar patterns (Fig. 4G), in which they underwent a dead zone of input pressure until 0.2 MPa before rising. We supplied the same volume of fluid (0.035 mL) to the three bending actuators (L20, L30, and L50 mm). However, each actuator experienced different pressure peaks and generated different bending angles. The L20 and L30 mm actuators experienced 0.72 and 0.67 MPa input pressure to reach a bending angle of 167° and 194°, respectively. The longest bending actuator (L50 mm) experienced 0.61 MPa pressure to achieve the largest bending angle of 236°. The pressure-angle hysteresis chart also showed a relatively wide gap between the pressurizing and releasing curves of all three bending actuators.
The relationship between input volume and output characteristics (elongation, force, area expansion, bending angle) of the above smart textile configurations can be found in Supplementary Fig. S2. www.nature.com/scientificreports/ Elongation-force relationship of knitting and weaving sheets. Experimental results in the previous section clearly demonstrated the proportional relation between the applied input pressure and the output elongation of specimens made of AMFs. The more pressure the AMF receives, the more elongation it generates and the more elastic energy it accumulates. Consequently, the more contraction force it exerts. The results also revealed that the specimens reached their maximum contraction force when input pressure was completely withdrawn. This section aims to establish the direct relationship between elongation and maximum contraction force of knitting and weaving sheets by both analytical models and experimental validation. The maximum contraction force F out of a single AMF (when input pressure P = 0) has been presented in reference 49 , which is reintroduced as follows: where α, E, A 0 represents the stretch ratio, Young's modulus, and cross-sectional area of the silicone tube, respectively; k is the stiffness coefficient of the helical coil; x and l i are the displacement and initial length of the AMF, respectively.
Adapting Eq. (1) to the case of knitting and weaving sheets (Fig. 5A,B). The contraction force of a knitting sheet F kv and a weaving sheet F wh are expressed by Eqs. (2) and (3), respectively. (1) cos θ hp Continuity condition:q = k + F 0 /x wh , ε wh = 2%, www.nature.com/scientificreports/ where m k is the number of wales and φ p is the looping angle at the pressurizing phase of the knitting sheet (Fig. 5A); m h is the number of lines and θ hp is the interlocking angle at the pressurizing phase of the weaving sheet (Fig. 5B); ε kv and ε wh are the strain of the knitting sheet and the weaving sheet, respectively; F 0 is the initial tension of the helical coil. Detailed derivations of Eqs. (2) and (3) can be found in the Supporting Information.
To validate the developed models, we conducted elongation-force experiments using the knitting specimen in Fig. 2A and the weaving specimen in Fig. 2B. The contraction force was collected at each blocked elongation from 0 to 50% with a 5% increment. Mean values and standard deviation of five trials were plotted in Fig. 5C (for knitting) and Fig. 5D (for weaving). The analytical model curve was governed by Eqs. (2) and (3) with parameters as shown in Table 1. The results show that the analytical models closely followed experimental data for the entire elongation range with a root mean square error (RMSE) of 0.34 N for knitting, 0.21 N for weaving AMF H (horizontal direction), and 0.17 N for weaving AMF V (vertical direction).
Shape-programmability of smart textiles. In addition to the basic motions, the proposed smart textiles can be mechanically programmed to provide more complex motions such as s-shape bending, radial compression, and shape-shifting from 2 to 3D. We introduce here several techniques to program a planar smart textile into desired structures.
Unidirectional weaving sheet. Alongside area expansion in a straight direction, unidirectional weaving sheets can be mechanically programmed to produce multimodal motion (Fig. 6A). We reconfigured the weaving sheet elongation into bending motion by constraining its one face (either top or bottom) using sewing thread. The sheet tends to bend toward the constraining face upon pressurization. Figure 6A shows two instances of the weaving sheet, where it transformed into an s-shape when constraining one half at the top face and the other half at the bottom face. Alternatively, when constraining only one entire face a loop bending motion could be generated. The unidirectional weaving sheet can also be implemented as a compression sleeve by uniting its two ends to form a tubular structure (Fig. 6B). The sleeve could enclose the human index finger and provide compression force, which is massage therapy to relieve pain or improve blood circulation. It can be scaled up to fit other body parts such as arms, thighs, and legs. Figure 6C presents another embodiment of the unidirectional weaving sheets made of a single AMF and cotton yarns. The sheet could generate 45% area expansion (at 1.2 MPa) or induce a looping motion upon pressurization. We also implemented the sheet to create a compression sleeve for the forearm by attaching a magnetic strap to the sheet's ends. Another compression sleeve prototype for the forearm is shown in Fig. 6D where the unidirectional weaving sheet was made of an AMF type M (see the "Methods" section) and acrylic yarns to generate a stronger compression force. We equipped the sheet's ends with Velcro straps to facilitate attachment and adapt to various arm sizes.
Bidirectional weaving sheet. The constraining technique to transform straight elongation into bending motion is also applicable for the bidirectional weaving sheet. We interlaced cotton yarns to one face of the weaving sheet in both warp and weft directions to impede its expansion (Fig. 7A). Therefore, when two AMFs independently received hydraulic pressure, the sheet exerted a bidirectional bending motion, forming arbitrary 3D structures. On the other approach, we used inextensible yarns to constrain one direction of the bidirectional weaving sheet (Fig. 7B). As a result, the sheet could generate independent bending and elongating motion when pressurizing the corresponding AMFs. Figure 7B showed one instance in which the bidirectional weaving sheet was controlled to envelop two-thirds of the human finger by bending motion and then extend its length to cover the remaining by elongating motion. The bidirectional motion of the sheet may benefit fashion design or smart garment development.
Knitting sheet. We joined two adjacent loops of the top and bottom courses of the knitting sheet by sewing thread to secure it from unraveling (Fig. 7C). Consequently, the knitting sheet is entirely flexible and highly conformable to various surface curvatures such as skin surfaces of the human hand and arm. We also created a tubular structure (sleeve) by uniting two ends of the knitting sheet in the course direction. The sleeve nicely www.nature.com/scientificreports/ embraced the human index finger (Fig. 7C). The meandering features of the knitting sheet offer great conformability and deformability, facilitating its use in smart garments (gloves, compression sleeves) that provide the wearers with comfort (by adaptability) and therapeutic effect (by compression force).
Radial expansion. Besides 2D radial expansion in multiple directions, the circular weaving sheet can also be programmed to form a 3D structure. We constrained the centerline of the circular weaving sheet with acrylic yarns to disrupt its uniform radial expansion. As a result, the initial planar shape of the circular weaving sheet was transformed into a hyperbolic paraboloid-like shape (or a potato chip) upon pressurization (Fig. 7D). This shape-shifting capability can be implemented as a lifting mechanism, optical lens, legs for locomotion robots, or maybe useful for fashion design and bio-mimicking robots.
Fabric reconfiguration. We have developed a simple technique to create a bending actuator-by sticking an AMF to a strip of non-stretchable fabric (Fig. 3). We leveraged this concept to create shape-programmable filaments, in which we can strategically allocate multiple active and passive segments in a single AMF to produce the desired shape. We fabricated and programmed four active filaments that could transform their shapes from straight lines into letters (UNSW) upon pressurization (Supplementary Fig. S4). This simple technique enables the shape-shifting capability of AMFs to turn 1D lines into 2D shapes and possibly 3D structures. www.nature.com/scientificreports/ In a similar approach, we utilized a single AMF to reconfigure a piece of passive, conventional fabric into an active four-legged structure (Fig. 8A). The routing and programming concept was similar to the one in Fig. 3C. However, we began with a fabric shaped in a four-legged pattern (turtle-like shape, cotton muslin fabric) instead of utilizing a rectangular sheet. As a result, the legs were longer and could raise the structure higher. The structure's height gradually increased when pressurizing until its legs were perpendicular to the ground. If input pressure kept rising, the legs would bend inward, lowering the structure's height. The four-legged structure can exert locomotion if its feet are equipped with unidirectional patterns or using multiple AMFs with locomotion operation strategies. Locomotion soft robots are needed in various tasks, including rescue missions from bushfires, collapsed buildings, or hazardous environments, and drug delivery robots for medical applications.
We also leverage the simplicity and versatility of this fabric reconfiguration technique by introducing two other bio-inspired shape-morphing structures (Fig. 8B-D). These shape-morphing structures were reconfigured from passive fabric sheets into active and controllable ones with the help of routing AMFs. Inspired by the Monarch butterfly, we fabricated a butterfly morphing structure using a piece of butterfly-shaped fabric (cotton muslin fabric) and a long AMF stuck under its wings. The wings will bend upward when pressurizing the AMF. Like the Monarch butterfly, both the left and right wings of the butterfly robot were flapping in the same manner because they were controlled by a single AMF. The butterfly was flapping for demonstration only. It could not fly like the Smart Bird (Festo Corp., USA). We also fabricated a fabric flower (Fig. 8D) which had two layers of petals, five petals for each layer. We stuck a single AMF beneath each layer following the outer boundaries of the petals. Initially, the flower was fully blooming, in which all petals were entirely open. Upon pressurization, the AMF caused the bending motion of petals, making them close. Two AMFs controlled the motion of two layers independently while five petals in the same layer were curving at the same time.
Thanks to the fast response characteristic of AMFs, these shape-morphing structures could perform at a comparative speed (2 Hz for the four-legged structure and 1 Hz for the butterfly and the flower) and high durability or repeatability (over 1000 cycles).

Discussion and conclusion
The textile-based robotic field is undergoing a paradigm shift from using textiles as passive substrates to programmable smart textiles whose compositions consist of stimuli-responsive yarns. Our recently developed soft actuators (or AMFs) which resemble conventional passive yarns in terms of flexibility and high length-per-diameter ratio can elongate back and forth under hydraulic pressure, being excellent candidate elements to fabricate smart www.nature.com/scientificreports/ and active textiles. We have presented two approaches to creating AMF-based smart textiles: (1) knitting and weaving AMFs; and (2) sticking AMFs to conventional passive fabrics.
In the first approach, we adapted traditional knitting and weaving techniques to construct an AMFs-based knitting sheet, a bidirectional weaving sheet, a unidirectional weaving sheet, and a circular weaving sheet. In their current experimental configurations, these smart textiles could generate an area expansion of 35%, 108%, 65%, and 25%, respectively. Our results are comparable with those in the literature, for example, the knitted textiles www.nature.com/scientificreports/ made of electroactive polymers achieved less than 5% strain 46 , the active textiles made of McKibben muscles exerted a maximum contraction ratio of 7.1% 45 , the knitted SMA wrist sleeve achieved 36% contraction 42 . Generally, the AMF (which is fluid-driven) has a faster response time compared to thermally-responsive filaments.
In addition, the elongation rate of these smart textiles can reach a higher value of at least 250% which is the elongation limit of the AMF as demonstrated in our recent work 49 . A hysteresis gap occurred in the pressure-elongation hysteresis profiles, being an inherent characteristic of the AMFs. It reflects energy loss when switching from the pressurizing phase to the releasing phase. Experimental data revealed that the hysteresis gaps of knitting and weaving configurations were significantly wider than that of a single AMF 49 . It means that the hysteresis of AMFs is an accumulative attribute. The dead zones found in hysteresis charts represent the initial tension of each particular configuration. Input energy (pressure) is required to overcome these thresholds in order to change the configuration status from static to expanding. The initial tension of AMFs is also an accumulative attribute and is heavily correlated with the elastic properties of the constituent helical coil and silicone tube. When switching the AMF operation mode from pressurizing to releasing, energy loss was in the form of heat. However, since most of our prototypes used very little energy, the energy escape as the heat was unnoticeable. We observed the working of our prototypes under a thermal camera and barely notice any changes in their temperature. The energy usage of our smart textiles was also scalable, meaning that miniature structures will consume even lesser energy so does the escaping heat. We have mathematically developed and experimentally validated analytical models to establish the elongation-force relationship of the knitting and weaving configurations. We were unable to provide an analytical model for bending actuators due to the complexity when incorporating the base material specifications and properties and also the contact status between the AMF and the base.
We also introduced several programmable techniques to create multimodal motion of smart textiles. With suitable constraints, the smart textiles' ordinary area expansion could be transformed into an s-shape, hyperbolic paraboloid, hollow structure, compression sleeve, bidirectional bending, independently bending and elongating manner. Our smart textile configurations offer versatility, programmability, and shape-shifting capabilities, which are favorable characteristics in the soft robotic field for the development of smart garments, wearable devices, and bio-inspired shape-morphing structures.
In the second approach, we embedded the AMFs into conventional passive fabrics to create desired bending motions and deformations upon pressurization. This simple, fast, and easy method facilitated shape-programmable filaments, whose segments could be mechanically programmed to become active or passive to generate the desired deformations. We also applied this concept to reconfigure passive planar fabric sheets into active and controllable 3D structures. We then demonstrated through several bio-inspired shape-morphing structures such as four-legged structures, a butterfly, and a flower. The ability to transform passive 2D sheets into active 3D structures with desired motions using AMFs opens a new possibility to manipulate objects for use in various domains. For instance, compact and deployable devices for space missions, construction, and industry. It can also be used to create bio-inspired soft robots that provide biomimetic motions for decorations and fashion design as well as wearable assistive devices for haptic display, rehabilitation, and human augmentation.
We have investigated a wide range of shape-shifting capabilities of AMF-based smart textile configurations focusing on their motions (or deformations) rather than their generated force. Although we have introduced different approaches to create different smart textiles for different applications, these works are proof-of-concepts that we believe will provide an alternative technology to the soft robotics-driven smart textiles for many applications, ranging from smart compression garments to shape-shifting robots for search and rescue, or exhibition. Despite advances, several areas need to be improved. Therefore, we suggest that future work should focus on studying comprehensively a particular smart textile configuration in terms of motion, force, and specific applications. Analytical models for bending actuators are desired for control purposes. Another area that could improve the performance of the smart textile is the use of nonlinear hysteresis modeling and adaptive control where real-time output feedback from a soft sensor will be used for closed-loop control 53,54 . Since AMFs can be made meter-long, they can possibly be used as filaments in small-scale knitting, weaving, and embroidering machines to produce smart textiles with desired specifications and high reliability. A study to demonstrate the feasibility of machine-made smart textiles and washable smart textiles is essential to speed up the smart garment industry. For example, our artificial muscle can be used with advanced and automated sewing or embroidery machine such as the ones from Tajima Industries Ltd, Japan to form large-scale smart textile. It is desirable to develop a wearable hydraulic power source to drive smart textiles for further applications. During the experiments, we also noticed that there was a rotational motion of individual AMFs which is due to the nature of the helical coil as the outer constraint layer. However, this rotation slightly affected the elongation of the smart textile. In some configurations where the AMFs were arranged in opposite directions, the rotational effect is unlikely. For some applications where a purely linear extension is highly desired, mathematical models which take into account this effect are highly desired. We observed through demonstrations that the pressure loss was insignificant and the energy conversion was effective even with meter-long AMFs. However, we suggest a comprehensive study on the relationship between pressure loss and AMFs' specifications to benefit precise control strategies. Finally, further research is required to explore the vast potential of incorporating functional components into smart textiles to provide additional benefits (sensing, variable stiffness) alongside the fundamental actuation.
In conclusion, this article introduces a new class of smart textiles constructed from various configurations of fluid-driven artificial muscles. The proposed smart textiles provide a high degree of versatility and programmability, enabling new possibilities in the soft robotic field, including shape-shifting structures, biomimicking soft robots, locomotion robots, and smart garments. We anticipate this concept will inspire related improvement and development, benefiting the robotic field as a whole.  Fig. 2A) has a dimension of 54 × 52 mm constructed from three L300 mm AMFs type S using the weft knitting technique with three courses and seven wales. The bidirectional weaving sheet (Fig. 2B) has a dimension of 52 × 52 mm constructed from two L400 mm AMFs type S using the plain weaving technique with a pattern of 7 × 7 lines. The unidirectional weaving sheet (Fig. 2C) has a dimension of 57 × 27 mm constructed from one L400 mm AMF type S as warp with seven lines and acrylic yarns as weft. The circular weaving structure (Fig. 2D) has OD 58 mm, ID 18 mm constructed from one L500 mm AMF type M. The three bending actuators (Fig. 3B) have their active-section lengths of 20, 30, and 50 mm constructed from three AMFs type S with the corresponding lengths of 60, 80, and 120 mm. The four-legged structure (Fig. 3C) has a dimension of 60 × 50 mm constructed from one L200 mm AMF type S routing the boundary of a piece of rectangular fabric (cotton muslin fabric). The unidirectional weaving sheet (Fig. 6C) has a dimension of 130 × 80 mm constructed from one L1200 mm AMF type S as warp with nine lines and cotton yarns as weft. The unidirectional weaving sheet (Fig. 6D) has a dimension of 140 × 72 mm constructed from one L920 mm AMF type S as warp with six lines and acrylic yarns as weft.
Experimental setup for smart textile characterization. The testing platform consisted of a motorized linear slider (Zaber, Canada) that drove a medical syringe (BD Biosciences, Canada) to provide input volume (distilled water) and pressure to a specimen ( Supplementary Fig. S1). A pressure sensor (Honeywell, USA) was located right after the syringe outlet to measure input pressure. In the cases of knitting and weaving specimens, their distal ends were connected to a linear slider and an encoder (US Digital, USA) to measure output displacement. A thin elastic string was used to prevent slack when collecting displacement data. The encoder set was replaced with a load cell (Futek, USA) when measuring the contraction force. In the cases of radial expansion and bending actuators, a digital camera was located on top of the platform to capture the specimens' deformation.
We connected the syringe outlet to all three AMFs of the knitting sheet via a 1-to-3 fluid distributor. In the elongation tests, we drove the syringe plunger to supply hydraulic pressure to the specimen by a 0.1 Hz sinusoidal signal with an amplitude that generated a maximum pressure of 1 MPa. In the force tests, we supplied hydraulic pressure to the specimen until reaching 1 MPa and then connected the specimen's distal end to the load cell. Subsequently, we withdrew the syringe plunger by a 0.1 Hz sinusoidal signal with an amplitude that kept the minimum hydraulic pressure at 0.1 MPa. We also applied this testing procedure for each AMF of the weaving sheet.
For radial expansion experiments, we gradually increased input pressure to the specimen until reaching a maximum pressure of 1 MPa and then reduced pressure to the initial stage at the same speed. The specimen's deformation during the testing procedure was recorded by the camera and processed afterward to obtain the area changes. We applied a similar procedure to measure the angle changes of the bending actuators.

Data availability
The datasets generated during and/or analysed during the current study are available from the corresponding author on reasonable request.