Wear 319 (2014) 27–37 Contents lists available at ScienceDirect Wear journal homepage: www.elsevier.com/locate/wear Static friction of stainless steel wire rope–rubber contacts Arjo J. Loeve n, Tim Krijger, Winfred Mugge, Paul Breedveld, Dimitra Dodou, Jenny Dankelman Department of BioMechanical Engineering, Faculty of Mechanical, Maritime and Materials Engineering (3mE), Delft University of Technology Mekelweg 2, 2628 CD, Delft, The Netherlands art ic l e i nf o a b s t r a c t Article history: Received 7 February 2014 Received in revised form 8 July 2014 Accepted 10 July 2014 Available online 17 July 2014 Little is known about static friction of stainless-steel wire ropes (‘cables’) in contact with soft rubbers, an interface of potential importance for rigidifiable medical instruments. Although friction theories imply that the size and profile of the cables affect static friction, there are no confirmative data for stainlesssteel cable-rubber contacts. Static friction was measured between five cable types (0.18, 0.27 and 0.45 mm diameter, twisted in 1 7, 1 19, or 7 7 strands) and latex, nitrile, and silicone rubber. Mean static friction coefficients of the cables ranged over 0.27–0.31, 0.25–0.27, and 0.44–0.53 for nitrile, silicone, and latex, respectively. Overall, the cable type had little effect on static friction. For all cables, friction was twice as high for latex as for nitrile rubber, which had slightly higher friction than silicone rubber. The higher static friction for nitrile compared to silicone rubber despite silicone rubber being significantly softer could be caused by the high polar surface free energy of nitrile rubber. Common friction theories were valuable in predicting the effect of cable profiles and rubber properties on static friction but should not be applied without considering interaction effects. Static friction seems to be a minor factor when selecting cables for practical applications involving cable-rubber contacts. & 2014 Elsevier B.V. All rights reserved. Keywords: Surface topography Steel Rubber Hardness 1. Introduction Surgeons operate through ever-smaller incisions, reducing recovery times, scarring, inflammation, and other complications. In Natural Orifice Transluminal Endoscopic Surgery (NOTES), a long, flexible endoscope [1] and surgical instruments are inserted into the body through a natural orifice (see Fig. 1(a) for an example) [2–6]. Before NOTES can be used to its full potential, some problems should first be solved. Specifically, during insertion, the endoscope shaft can buckle and loop due to its flexibility, inhibiting reaching the target site, whereas during therapeutic actions (Fig. 1(b)), when tissue is grasped and pulled, the shaft cannot offer sufficient stability, which hampers precise manipulation [3]. To solve insertion and stability difficulties in NOTES, we developed a thin-walled aiding shaft called ‘FORGUIDE’. The FORGUIDE shaft (Fig. 2) consists of stainless steel wire ropes (further referred to as ‘cables’) that are circumferentially arranged n Correspondence to: Room F-0-200, Department of BioMechanical Engineering, Faculty of Mechanical, Maritime and Materials Engineering (3mE), Delft University of Technology, Mekelweg 2, 2628 CD, Delft, The Netherlands. Tel.: þ 31 15 2782977. E-mail addresses: [email protected] (A.J. Loeve), [email protected] (T. Krijger), [email protected] (W. Mugge), [email protected] (P. Breedveld), [email protected] (D. Dodou), [email protected] (J. Dankelman). http://dx.doi.org/10.1016/j.wear.2014.07.005 0043-1648/& 2014 Elsevier B.V. All rights reserved. around an inflatable rubber tube and placed inside a stainless steel spring. The FORGUIDE shaft can be placed in or around a flexible endoscope and made compliant or rigid at will to hold its pose and support and guide a flexible endoscope and other instruments. The key to having a well-rigidified FORGUIDE shaft is to prevent the cables in the shaft from sliding, by introducing pressure in the inflatable tube. Earlier work [7] reported on the feasibility of the FORGUIDE concept and proposed that increasing static friction between the tube and the cables and between the cables and the spring would increase the maximum rigidity of the FORGUIDE shaft. The best cable–spring combination can be readily selected using static friction data from literature [8], whereas finding the best cable–rubber combination is less trivial. Mathematical models for static friction between rubbers and hard counter surfaces are not yet conclusive about the effect of cable surface profiles on static friction with rubber [9,10]. Rubber static friction depends on many factors, such as rubber hardness, counter surface roughness, time, and temperature [9,11]. To the best of our knowledge, the only study on friction between steel cables and a polymer is by Shirong [12], describing the dynamic friction between a steel cable and polyvinyl chloride, a relatively hard polymer compared to the rubbers used for inflatable tubes. There are many reports of studies on friction between rubbers and steels of various scales of surface profiles, mostly concerning dynamic friction. Most of the steel surface profile scales tested in 28 A.J. Loeve et al. / Wear 319 (2014) 27–37 Colon Ligaments Flexible endoscope Anus (Desired) (Reality) Stomach Wall Flexible endoscope Flexible endoscope Mouth Endoscopic grasper Tissue Endoscopic grasper (control end) (Reality) Esophagus Stomach Rigid(ified) endoscope (Desired) Fig. 1. (a) Insertion problems due to buckling while inserting a flexible endoscope into the colon. (b) Lack of stability during therapeutic actions. Tissue should be pulled toward the endoscope but instead the endoscope bends toward the tissue due to inadequate shaft stiffness. these studies are in the roughness range of polished or abraded surfaces with micrometer scale surface profiles [13–16], some are several centimeters of scale [17,18]. This article focuses on surface profile scales in the range of 0.01–0.45 mm. The aim of the current experiment is to investigate the static friction between AISI 316 stainless steel cables and smooth rubbers used to manufacture expandable tubing. It is explored to what extent predictions based on literature on friction between smooth soft and rough hard surfaces hold for contact between soft rubbers and stainless steel cables. The tests this work describes primarily provide further data to complete the literature, but will also be used to determine which steel cable–tube combination provides the highest static friction and thus maximizes the rigidity of a rigidified FORGUIDE shaft. 1.1. Interface description In essence, the contact between steel cables longitudinally aligned around an inflatable rubber tube is identical to the contact between a rough, flat, steel surface pressed onto a smooth flat rubber surface. The tube surface has only microscopic roughness. Microscopic roughness on rubbers is known to have a minor effect – which diminishes for loads above about 0.2 MPa – on sliding friction in contact with roughened surfaces [18]. A.J. Loeve et al. / Wear 319 (2014) 27–37 29 Spring Cable Expandable tube Tip (Compliant) Water (pressure) 3D (Rigid) Fig. 2. (a) Transverse (left) and longitudinal (right) cross sections of the FORGUIDE shaft concept. (Inset) 3D impression of the shaft layers. (b) FORGUIDE shaft prototype. The shaft consists of three layers: an expandable tube filled with fluid, a ring of cables lying around it, held together by a closed coiled spring. These layers are rigidly connected at the tip. The spring and tube are attached to a syringe at the base. In its neutral state the shaft is compliant. When the shaft bends, the cables slide between the tube and spring to compensate for length differences between inner and outer bend curves. Raising the fluid pressure (locking pressure) expands the tube and clamps the cables between tube and spring due to friction between tube, cables, and spring: the cables can no longer slide, the curve lengths cannot change (assuming negligible material deformation), the shape of the shaft is fixed and thus the shaft is rigidified. 30 A.J. Loeve et al. / Wear 319 (2014) 27–37 Multi strand cable (7x7) Cable-level roughness with size ~ ØCable Sub-strand-level roughness with size ~ Ø Sub-strand Wire-level roughness with size ~ Ø Wire Soft rubber Soft rubber Single wire Single strand cable Multi strand cable Rubber Soft rubber Hard rubber Fig. 3. (a) Schematic side (left) and front (right) view of macroscopic contact between a layer of multi strand cables (twined of seven strands twisted of seven wires each) pressed on soft rubber, and the different levels of macro-roughness. (b) Impression of contact changes due to changing cable roughness or rubber hardness. If the steel surface consists of a dense layer of parallel-aligned steel cables (as in the FORGUIDE shaft), it contains several scales of roughness (Fig. 3a). Each cable is twisted from a set of wires or twined from a set of sub-strands, with each sub-strand twisted from a set of wires (Fig. 3). Three levels of macro-roughness (here defined as roughness heights of 0.01–0.45 mm) can be distinguished (Fig. 3a) on a surface formed by such cables: cable-level roughness, consisting of the bumps formed by the nominal cable diameter perpendicular to the longitudinal direction of the cables; sub-strand-level roughness, consisting of the bumps formed by the nominal sub-strand diameter; and wire-level roughness, consisting of the bumps formed by the wires in the (sub-)strands, with bump sizes of about the diameter of the wires (Fig. 3b). On top of the macro-roughness, a cable has microscopic roughness on the (often polished) surface of the wires (Fig. 3b). 1.2. Hypotheses Static friction is hard to define for rubbers due to its timedependent nature. In this study, ‘static friction’ is defined as the maximum shear force before macroscopic sliding starts. The main component of static rubber friction is adhesive friction, which is determined by the real contact area and the adhesion strength between the contact pair [9,19]. Because of the multiple levels of macro-roughness on the cables and the viscoelastic properties of rubber, one can expect that under identical loading magnitudes and times, a layer of multi-strand cables will provide a larger real contact area than a layer of single strand cables of the same diameter [20]. Similarly, one can expect that a layer of small diameter cables will provide a larger real contact area than a layer of large diameter cables of the same structure. Additionally, increasingly softer rubbers mold into increasingly smaller voids in the counter surface profile. Consequently, the real contact area (Fig. 3b) and thus static friction increases with decreasing rubber hardness. [19,21–23] Also, softer rubbers show larger bulk deformation, which increases the surface free energy, generally increasing adhesion [9,24,25]. Based on the above considerations static friction between a layer of rubber and a layer of AISI 316 stainless steel cables is expected to increase with: (Hypothesis 1, cable-effect) decreasing size of the macro-roughness levels of stainless steel cables; (Hypothesis 2, cable-effect) increasing number of distinct levels of macro-roughness present on stainless steel cables; (Hypothesis 3, rubber-effect) decreasing rubber hardness; and (Hypothesis 4, rubber-effect) increasing rubber surface free energy. 2. Materials and methods 2.1. Test setup Static friction between flat rubber surfaces and flat surfaces made of longitudinally aligned steel cables was measured using a tensile tester (Zwick 1484 with HBM 26–3 tensile force sensor). Apparent contact areas of 3 3 cm2 were used. Increasing the contact pressure will eventually lead to saturation of the real rubber–steel contact area and reduction of the static friction coefficient [9,18,21,26,27]. Pilot tests with contact pressures of 0.25–0.49 MPa (corresponding to earlier FORGUIDE test pressures [7]) showed that results were more consistent at high pressures and that saturation did not occur within this range. To obtain such pressures, a clamping module was designed (Fig. 4a) based on earlier clamping concepts [15,28,29]. The clamping module had two horizontal jaws – one fixed and one mobile – clamping a vertically pulled block from two sides. The pulled block had two surfaces covered by longitudinally aligned steel cables (Fig. 4b) and was attached directly to the force sensor of the tensile tester. Each of the two jaws held a clamping block (Figs. 4b and d) covered with rubber on one side. The mobile jaw was bolted to two rigidly connected precision carriages (Ball Carriage R165181321, Bosch Rexroth AG, Germany) running over a linear rail (Ball Rail R160583331, Bosch Rexroth AG, Germany) fixed on the base plate. The friction coefficient between carriages and rail was o0.003 [30]. From the carriage plate a pulling cord ran over a low friction pulley (NSK 6202 bearings, Brammer B.V., The Netherlands) down through the base plate (Fig. 4c) to a mass holder (Fig. 5a). Weights were gently applied to the pulling cord to close the jaws and clamp the pulled block. Simultaneously, a release switch on the bottom of the mass holder triggered a control box (Fig. 5) to count-down a preset static loading time, after which the test run was triggered electronically and a red sync-light was switched on synchronically. A digital video camera (25 fps, 720 576 pixels) was positioned close to the contact surface between the rubber on the static jaw and the cables on the pulled block, with the synclight visible to the camera. This provided a macroscopic recording of slip initiation with a visual indication of the start of the test run, enabling synchronization of force data from the tensile tester with the video recordings. 2.2. Calibration The weights of the masses used in the tests were determined using a calibrated compression force sensor (HBM U2, Hottinger A.J. Loeve et al. / Wear 319 (2014) 27–37 31 Static jaw Sample block Mobile jaw Sample block Pulley Hook to tensile tester Carriage Sample block Base plate Pulled block Pulling cord running over pulley Sample block Steel cable Pulled block Rubber layer Pulling force Clamping force Sample block Mobile jaw Steel cable Pulled block Rubber layer Sample block Static jaw Fig. 4. (a) Clamping module for friction tests at normal loads up to 1 kN. A pulled block is clamped between clamping blocks in the mobile and the static jaw during the tests. (b) Close-up of a pulled block clamped between two clamping blocks. The jaws each hold a clamping block covered with a layer of rubber. The pulled block has both sides covered with longitudinally aligned steel cables. (c) Pulling cord running from the carriages over the pulley, down through the base plate to a set of masses (see Fig. 5). (d) Diagram of the clamping and pulling mechanism. 32 A.J. Loeve et al. / Wear 319 (2014) 27–37 1x7 1x19 Clampling module SubStrand Wire 7x7 Tensile tester Moving table of tensile tester Control box Pulling cord Adapted mouse Ø 0.45 mm Ø 0.27 mm Ø 0.18 mm Set of masses Pallet hand truck To force sensor Digital video camera Ø 0.45 mm Ø 0.45 mm Fig. 6. Tested cable types. Cable structures are denoted as ‘# strands’ ‘# wires per strand’ (e.g., 7 7 indicates a cable twined of seven strands twisted of seven wires each) and shown above the cross sections. Tested cable sizes are shown below their corresponding structures. The three selected rubbers are widely available as expandable, small-diameter, thin-walled tubing in various sizes: nitrile butadiene rubber (NIT), silicone rubber (SIL), and natural rubber (LAT). Table 1 lists supplier information, hardness and surface free energies of the tested rubbers. Tubes of 10 mm outer diameter and 1.5 mm wall thickness were opened longitudinally and glued as strips on the clamping blocks. All samples were oriented such that the direction of sliding was the same as when used in the FORGUIDE shaft [7]. Each rubber was tested with each of the five types of cables, giving a total of 15 cable-rubber test combinations. 2.4. Test parameters Moving table of tensile tester Control box Sync light Fig. 5. (a) Overview of the test setup. (b) Devices placed on the moving table of the tensile tester. Baldwin Messtechnik, Darmstadt, Germany). Friction losses in the pulley and carriages were measured seven times by closing the jaws (by 478 N weight, including the holder) with the compression force sensor placed between the clamping blocks. The average loss of applied weight due to friction was about 1% (mean 5.7 N, standard deviation 1.2 N) for the entire clamping module. 2.3. Materials Fig. 6 illustrates the cable structures and diameters tested. All cables were AISI 316 stainless steel cables obtained from Carl Stahl GmbH, Germany. For each of the five cable types a pulled block was prepared by winding the steel cable tightly around the pulled block. The roughness of the surface finish of the wires that form the (sub-) strands was determined (using a Veeco Wyko NT3300 Optical Profiler) to be a typical random sub-micrometer-scale surface roughness of highly polished surfaces. Because all the cables tested in this study were made of the same material and produced similarly, any effects of varying surface free energies on static friction can be assumed to be due entirely to the rubbers used. A pilot test of 240 runs was carried out to check for effects of pulling speed, normal load and static loading time. Static friction increased with pulling speed for all cable–rubber combinations. Therefore, a low pulling speed of 0.5 mm/s was chosen to mimic an unfavorable situation for the FORGUIDE shaft. When successive runs were carried out without interruption on a single rubber sample, friction increased rapidly with each run and stabilized after 40 repetitions at a value more than twice that of the first run. Keeping an unloaded waiting time of 2 min between test runs was sufficient to such avoid repetition effects. The effect of unintended spacing between the rubber strips on the clamping blocks was checked using a set of 3 3 cm2 samples with the rubber strips spaced 1 mm apart. Even with this exaggerated rubber spacing (maximally 0.1–0.3 mm in the samples) there was no significant effect on the measured static friction. Although static friction has been reported to increase with static loading time [15,31], increasing the static loading time from 3 s to 30 s showed no significant effect on static friction in the pilot tests, justifying a static loading time of 3 s in the main experiment. The rubber surfaces were degreased with ethanol, rinsed with water, and dried at room temperature for 24 h in the main experiment. Before each test run the surfaces were gently brushed [11]. The cable surfaces were brushed, rinsed with acetone and dried for at least 30 min. Each cable surface was dragged over the tested rubber surface three times before commencing the tests to remove any remaining acetone. Lab temperature and relative humidity were logged throughout the tests at 21.9 1C (standard deviation 0.4 1C) and 46.7% (standard deviation 1.4%), respectively. All tests were conducted at 478 N normal load, which corresponds to the load at 0.53 MPa locking pressure in the FORGUIDE shaft. 2.5. Sample size & randomization Based on sample size calculations (using Lehr's formula [32] for 90% power, two-sided significance level of 0.05 for unpaired A.J. Loeve et al. / Wear 319 (2014) 27–37 33 Table 1 Tested rubbers. Property γ is the average surface free energy, with superscripts T, D and P indicating the total, dispersive and polar components, respectively, and the values between brackets indicating the standard deviation. All surface free energy values are averages of 5 values. Each value was determined using the Owens/Wendt theory [30] with up to 180 contact angles obtained with dynamic advancing contact angle measurements on a Krüss DSA100 Drop Analyser at 21( 7 1)oC with water and diiodomethane. NIT SIL LAT Rubber type Measured hardness Product at supplier Supplier γT [mJ/m2] γD [mJ/m2] γP [mJ/m2] Nitrile butadiene Silicone Natural 65 Shore A 45 Shore A 40 Shore A RSNI0710 Siliconen Rubber Slang 4 40 Shore A Saint Gobain GA Het Rubberhuis, The Netherlands Benetech, The Netherlands Rubber B.V., The Netherlands 24.90 (2.92) 31.25 (3.95) 24.34 (1.93) 23.42 (2.31) 31.09 (3.82) 19.07 (2.21) 1.49 (0.80) 0.16 (0.19) 5.27 (1.37) t-tests, and 0.15 as detectable difference in static friction coefficient, which was selected to target considerable improvement of the FORGUIDE shaft rigidity [7]) each cable-rubber combination was tested seven times. For the five cables to be tested, this resulted in 35 test runs conducted in a pre-randomized order – to minimize wear effects – in each rubber group. 2.6. Data analysis Because the pulled block was clamped on two sides, the static friction coefficient was calculated by dividing the pulling force at the instance of slip initiation by twice the normal load. The instance of slip initiation was determined from the force-displacement graphs by assuming that until that instance the rubber surface deforms linearelastically under pure shear. Under this assumption, the instance of slip initiation coincides with the moment that the forcedisplacement curve departs from the linear trend in the beginning of the curve (Fig. 7). Therefore, for each repetition the first part of the graph was fitted linearly using Matlabs‘s fit’ function. The instance of slip initiation was taken as the displacement at which the linear approximation line crosses the þ 1.96 standard deviation line. At that point, the linear approximation of that repetition deviates significantly from the average, suggesting that the assumption of linearity does no longer hold, which should indicate the initiation of macroscopic slip. To validate the linearization method, the instance of macroscopic slip initiation was also obtained manually by a single observer from the video recordings for all LAT test runs (i.e. the rubber with the least linear behavior). The instance of macroscopic slip initiation was found by zooming in on the steel cable–rubber contact (Fig. 8), choosing a pair of prominent points (irregularities) on the two surfaces and taking the instance that the two selected points departed from each other as the instance of macroscopic slip initiation. For each of the 35 test runs with LAT this was done five times, each time for different prominent points, and averaged for each test run over the five observations. 2.7. Statistics All measurements were unpaired. Matlabs's ‘normplot’ function and Lilliefor’s test [33] were used to check whether all data were normally distributed. Levene’s test [34] was used to check for equal variances. A two-way ANOVA was used to check for significant cable, rubber, and interaction effects (p ¼0.05) on the mean coefficients of static friction. Individual one-way ANOVAs and multiple comparison of means with Bonferroni correction were used to investigate any underlying effects within sub-groups. 3. Results The Ra roughness of the wire surfaces was within 0.07–0.16 μm for all cables. Fig. 7a shows some typical test results of the cablerubber static friction measurements. Fig. 7b illustrates the method used to find the instance of slip initiation. In Fig. 7c plus signs indicate the instances of slip initiation determined by linearization and circles indicate the instances of macroscopic slip initiation determined manually from the captured videos. There was no significant difference between the instances of slip initiation determined by linearization and those determined manually from the video footage, supporting the validity of the used methods. All static friction coefficient data were distributed approximately normally and are provided as median and quartile distribution box plots in Fig. 9 and as mean (and standard deviation) in Table 2 for all tested cable-rubber pairs. NIT and SIL data had equal variances. The variances of the LAT data were equal in the LAT group, but larger than the NIT and SIL variances. Yet, the complete absence of overlap between the LAT group and the NIT and SIL group made the significant difference between LAT and the other groups obvious, and NIT and SIL were further compared separately. Due to unknown cause the data of one test run for NIT with the 7 7–0.45 mm cable were missing, resulting in a sample size of 6 for that measurement. The two-way ANOVA indicated that rubber, cable, and interaction effects were all significant, with effect sizes (η2) of 0.906, 0.009 and 0.024, respectively. LAT static friction coefficients were significantly higher and up to about twice as high as those of NIT and SIL for all cable types (Table 2). Overall, SIL static friction coefficients were slightly but significantly lower than those of NIT. In the LAT group, all cable effects were small but significant, both when considered as a single factor and when cable size effects and cable structure effects were considered separately (Fig. 9 indicates p-values for two sub-groups in each rubber group: the leftmost sub-group contains identically structured cables of different sizes, indicating the cable size effect; the rightmost sub-group contains identically sized cables of different structures, indicating the cable structure effect). In the SIL group the cable effect did not reach significance. In the NIT group there was a small but significant overall cable effect, which proved to be due to cable structure. 4. Discussion Static friction coefficients for friction pairs involving LAT were much higher than for SIL or NIT, with static friction coefficients slightly lower for SIL than for NIT. LAT and NIT showed a small but significant cable effect, whereas SIL did not. For LAT static friction increased with decreasing cable size and with increasing cable structure complexity (toward the 7 7 structure). For NIT friction decreased with increasing cable structure complexity. 4.1. Rubber effects NIT showed slightly but significantly higher static friction than SIL (Table 2), even though SIL is not only considerably softer than NIT but also has higher surface free energy (Table 1), which at first sight contradicts both Hypotheses 3 and 4 on rubber effects. Additionally, the literature reports higher dynamic friction for SIL than for NIT low loads [18,21,24,35]. Yet, the stainless steel cables most likely have a surface layer of chromium trioxide, which is highly polar, implying that adhesion should increase with the polar surface free energy of the rubber. On reviewing the rubber 34 A.J. Loeve et al. / Wear 319 (2014) 27–37 Pull direction NIT, SIL, and LAT on 1x7-0.45mm cables (N=7) 1000 Sample block Force [N] 500 Rubber Cables Rubber LAT NIT SIL Cables 0 0 0.5 1 1.5 2 2.5 3 Displacement [mm] 5 mm Sync light Pulled block +1.96 STD Linearization of repetition X Mean Departure of linear behavior of repetition X Force Macroscopic slip initiation of repetition X Repetition X -1.96 STD 1mm Fig. 8. (a) Video stills showing contact between cables and rubber (clamping block in the static jaw) and the red light indicating the measurement has started. (b–e) Zoomed-in images used to determine instance of macroscopic slip initiation. Solid and dotted circles indicate reference points on rubber and cables, respectively. (b) No movement. (c) Movement without macroscopic slip. (d) Initiation of macroscopic slip. (e) Gross slip. (For interpretation of the references to color in this figure legend, the reader is referred to the web version of this article.) surface free energies in detail (Table 1), the polar components did agree with the trends of the static friction coefficients. In fact, the effect of an increasing polar component of the rubber surface free energy seems to exceed the effect of decreasing rubber hardness, which may be why NIT showed higher static friction than SIL. LAT showed up to about two times higher static friction than NIT or SIL, which supports Hypotheses 3 and 4 as LAT is both the softest rubber and the rubber with the highest polar surface free energy. The much lower hardness of LAT compared to NIT should increase the contact area [9,19]. Furthermore, the capstan effect, known from ropes wrapped around a capstan, causes friction to increase exponentially with the extent to which a rubber wraps around the profile of a counter surface [36]. The capstan effect may have amplified any static friction increase caused by increased indentation depth and real contact area for LAT compared to NIT. Displacement LAT on 1x7-0.45mm cables (N=7) 500 Force [N] 4.2. Cable effects Macroscopic slip initiation from video Macroscopic slip initiation from linearization 0 0 0.5 1 1.5 Displacement [mm] Fig. 7. Typical test results. (a) Force–displacement graphs for 1 7 structure 0.45 mm diameter cable on NIT, SIL, and LAT. (b) Illustration of utilized method for finding the instance of macroscopic slip initiation. Average, þ 1.96 and 1.96 standard deviation lines were determined from the data set. A linear approximation line was placed on the first part of each repetition. The displacement where the linear approximation line crosses the þ 1.96 standard deviation line was taken as the instance of macroscopic slip initiation. (c) Comparison of macroscopic slip initiation instances obtained from the videos stills vs. from the linearization method. The effect of the cable type tested significant for LAT and NIT but the trends differed between both rubbers. On considering the effects of size and structure as separate factors of the cable effect, structure effect (rightmost sub-groups of cables in each rubber group in Fig. 9) tested significant for both LAT and NIT but with opposing trends. The size variation of the 1 7 structure cables from 0.18 mm to 0.45 mm tripled the size of all macro-roughness levels without changing any other properties of the surface profile. Yet, this tripled macro-roughness size had a significant effect on static friction for LAT only. As all cable effects tested significant for LAT it seems at first sight that static friction in LAT is affected by both the size of the bumps at all macro-roughness levels and the number of distinct macro-roughness levels. Because of its multi-strand structure, the 7 7–0.45 mm cable had similar large bumps as the single strand 1 7–0.45 mm cable but with down-scaled ‘copies’ of these bumps distributed over the large bumps (self-affine fractal on A.J. Loeve et al. / Wear 319 (2014) 27–37 p<0.05 35 p>0.05 p<0.05 0.6 Friction coefficient at slip [-] 0.5 0.4 p<0.05 p<0.05 * 0.3 p>0.05 0.2 p<0.05 p>0.05 p>0.05 0.1 NIT SIL 7x7−0.45mm 1x19−0.45mm 1x7−0.45mm 1x7−0.27mm 1x7−0.18mm 7x7−0.45mm 1x19−0.45mm 1x7−0.45mm 1x7−0.27mm 1x7−0.18mm 7x7−0.45mm 1x19−0.45mm 1x7−0.45mm 1x7−0.27mm 1x7−0.18mm 0 LAT Cable−Rubber combination Fig. 9. Box plots of all results, showing the effect of the cable type on the static friction coefficient at the instance of macroscopic slip initiation. Data are grouped per rubber type. For all cable-rubber pairs N¼7, except for the one marked with ‘*’, for which N¼ 6. The top, middle and bottom lines of each box represent the upper quartile, median, and lower quartile, respectively. Whiskers represent the data range. Outliers are represented by a ‘þ ’. Triangles border the 95% confidence interval for the true median. If these intervals of two tests do not overlap, there is strong evidence that their true medians are significantly different (po0.05). The p-values given at the top of each rubber group, indicate whether the cable type effect was significant in that rubber group. The p-values below the dashed lines indicate whether there was an effect of the sub-group of cables grouped by the same dashed line. In each rubber group, the leftmost and rightmost sub-groups of cables are used to test for effects of the cable size and the cable structure, respectively. Table 2 Static friction coefficient means (and standard deviations) for the tested pairs of rubbers and cables. Sample size per pair is seven, except for the pair indicated with a ‘*’, which has a sample size of six. The significance of the cable effects are given in Fig. 9. The effect of the rubber type on static friction and the differences between the static friction coefficients of the three rubber types were all statistically significant (po0.05). Cable Rubber NIT SIL LAT 1 7–0.18 mm 1 7–0.27 mm 1 7–0.45 mm 1 19–0.45 mm 7 7–0.45 mm 0.30 (0.01) 0.27 (0.01) 0.50 (0.05) 0.30 (0.01) 0.27 (0.02) 0.52 (0.06) 0.31 (0.01) 0.26 (0.02) 0.44 (0.04) 0.29 (0.01) 0.25 (0.01) 0.48 (0.04) 0.27n (0.01) 0.27 (0.01) 0.53 (0.04) two length scales [37]). The 1 19 structure resembled the 1 7 structure but with more and smaller bumps. The 7 7-structure cable is likely to show a higher dynamic friction coefficient than the other cables due to energy dissipation over a larger frequency bandwidth [37]. However, for LAT, static friction with the 7 7– 0.45 mm cable did not differ significantly from the 1 7–0.18 mm cable but did so from the 1 7–0.45 mm. Therefore, it is seems that the higher friction of the 7 7–0.45 mm cable was not caused by the addition of an extra macro-roughness level (Hypothesis 2) or by large frequency bandwidth energy dissipation but by an increased real contact area through the decreasing size of the smallest present macro-roughness level (Hypothesis 1). 4.3. Interaction effects As softer rubbers adapt more readily to finer counter surface roughness, the difference between the directions of observed cable structure effects on LAT (upward with increasing cable structure complexity) and NIT (downward with increasing cable structure complexity) may be caused by contact area differences. Any capstan effect or increased adhesion due to bulk deformation would amplify this difference in cable effects on LAT and NIT. For LAT, due to decreasing size of the sub-strand level and wire-level macro-roughness on 1 19 and 7 7 compared to 1 7 structure cables, the rubber has a larger contact area to mold into. For the 36 A.J. Loeve et al. / Wear 319 (2014) 27–37 harder NIT, this same extra roughness on the 7 7 structure cables may reduce contact if the small voids become too small for NIT to mold into under the applied load [9,38]. The fact that no cable effects reached significance on SIL agrees with friction data on human fingers on roughened metals [39]. These data showed that friction of human skin—having mechanical properties similar to SIL [40–42] – is independent of counter surface roughness for roughness430 μm. Evidently, Hypotheses 1 and 2 do not hold for SIL. other designs where static friction between a rubber layer and stainless steel cables is of interest. This expands design freedom for, designers of medical instruments, for instance, allowing them to base cable choices purely on such other criteria as dimensions or flexural rigidity, without having to consider the effect on static friction. 4.4. Limitations Static friction coefficients for the earliest onset of macroscopic sliding were about twice as high for LAT compared to NIT or SIL, which is likely because LAT was the softest rubber tested and had the highest polar surface free energy. Static friction coefficients were slightly higher for NIT than for SIL for all cable types, which may be due to the higher polar free energy of NIT compared to SIL giving stronger bonding to the chromium trioxide layer on the stainless steel cables. Overall, there were only minor effects of the cable diameter or structure within the range of tested stainless steel cables. Common friction theories were valuable in predicting the effect of cable profiles and rubber properties on static friction but clearly should not be applied without considering interaction effects. For use in a FORGUIDE shaft, when it comes to static friction LAT seems to be the rubber of choice for the expandable tube. Generally, the results suggest that static friction can be considered just a minor factor when selecting cables for practical applications involving cable-rubber contacts. Temperature effects were not investigated because of the low variation of friction with temperature for rubbers well above their glass transition temperature [11,43,44]. Air humidity can change friction [45,46] but that effect was not investigated in this study. Because of the pragmatic focus on off-the-shelf materials, only a limited number cables and rubbers was tested. Consequently, rubber hardness and surface free energy were not varied independently. These properties could be decoupled using lubricants or surface treatments, which would provide better insight into how hardness and surface free energy interact on static friction. Additionally, due to the unavoidable geometric dependency, the cable structure and the size of the smallest level of macroroughness were not tested independently. Testing each cable structure for each tested cable size may solve this issue, but could not be readily achieved because stainless steel cables at small diameters were only available for limited cable structures. For larger diameter cables, such tests may be easier to achieve. It is common practice to derive the static friction coefficient from the peak of the force–displacement graphs, assuming that friction rises to a maximum just before sliding commences. Fig. 8 shows that the values obtained from the applied linearization method fall well below those peaks, which may raise questions on the validity of the current approach. Camera observations at the contact edges used to validate the linearization method revealed that macroscopic sliding indeed commences well before the friction peak. These observations agree with the results of Chateauminois and Fretigny [47] and of Ciavarella, Hills and Moobola [48] showing that stress and deformation vary throughout the contact area with rough asperities under shear loading. The applied linearization method apparently indicates the earliest instance of macroscopic slip initiation, a safe measure of static friction, as in the FORGUIDE mechanism, when even the earliest slipping should be prevented. The cables – and their sub-strands and wires – wound around the pulled block may have had slightly differing orientations due to the differing cable diameters and structures. Yet, these orientations should be irrelevant, since the adhesive friction component barely depends on the sliding direction [49]. Loading the rubber layer with a rigid block seemingly deviates from the situation in the FORGUIDE shaft, where the load is applied through uniform water pressure. However, the rubber thickness (1.5 mm) and the wavelength of the largest scale roughness ( 0.5 mm) on the cables are such that the cable–rubber contact should be nearly identical to the uniform pressure situation [49]. Pressure distribution in cable–rubber contact may be influenced by tilting of the clamping blocks and by the material of the clamping blocks when the cables press deeply into the rubber. However, the close-up video images did not show any of these effects. Furthermore, the clamping module was dimensioned with high safety factors, rendering even slight tilting of the clamping blocks unlikely. 4.5. Practical implications The current results suggest that it does not really matter which of the tested cable types is used in the FORGUIDE shaft design or in 5. 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