1 2 3 Decoupling the Contribution of Dispersive and Acid-Base Components of Surface 4 Energy on the Cohesion of Pharmaceutical Powders 5 6 7 Umang V. Shaha, Dolapo Olusanmib, Ajit S. Narangb, Munir A. Hussainb, Michael J. Tobync, Jerry Y. Y. Henga* 8 9 a Surfaces and Particle Engineering Laboratory (SPEL), Department of Chemical Engineering, Imperial College London, South Kensington Campus, London SW7 2AZ, UK. 10 b Bristol-Myers Squibb Pharmaceuticals, 1 Squibb Drive, New Brunswick, NJ 08903, USA 11 c Bristol-Myers Squibb Pharmaceuticals, Reeds Lane, Moreton, Wirral CH46 1QW, UK 12 13 14 15 16 *Corresponding Author: jerry.heng@imperial.ac.uk Phone: +44-(0)207-594-0784. Fax: +44-(0)207-594-5700 Web: www.imperial.ac.uk/spel 1 1 Abstract 2 This study reports an experimental approach to determine the contribution from two different 3 components of surface energy on cohesion. A method to tailor the surface chemistry of mefenamic acid 4 via silanisation is established and the role of surface energy on cohesion is investigated. Silanisation was 5 used as a method to functionalise mefenamic acid surfaces with four different functional end groups 6 resulting in an ascending order of the dispersive component of surface energy. Furthermore, four 7 halogen functional end groups were grafted on to the surface of mefenamic acid, resulting in varying 8 levels of acid-base component of surface energy, while maintaining constant dispersive component of 9 surface energy. A proportional increase in cohesion was observed with increases in both dispersive as 10 well as acid-base components of surface energy. Contributions from dispersive and acid-base surface 11 energy on cohesion were determined using an iterative approach. Due to the contribution from acid-base 12 surface energy, cohesion was found to increase ~11.7× compared to the contribution from dispersive 13 surface energy. Here, we provide an approach to deconvolute the contribution from two different 14 components of surface energy on cohesion, which has the potential of predicting powder flow behaviour 15 and ultimately controlling powder cohesion. 16 Key Words: dispersive surface energy, acid-base surface energy, silanisation, de-coupling, cohesion 2 1 1. Introduction 2 Inter-particle interaction is argued to be governed by the material surface properties. Mechanisms for 3 inter-particle interaction can be classified as two broad categories, physical and chemical interactions. 4 Chemical interactions involves mainly covalent, ionic, metallic or electrostatic bonds, whereas physical 5 interactions are a result of intermolecular forces, for example van der Waals and hydrogen bonding 6 (Kendall, 1994). In addition to chemical and physical interactions, mechanical interlocking and diffusion 7 are other two mechanisms widely discussed in the literature (Maeda et al., 2002). In industrial particle 8 processing, instantaneous formation of menisci in capillaries between adhered particles is unavoidable 9 and in such scenarios capillary forces of adhesion and inter-particle contact area becomes increasingly 10 important (Rabinovich et al., 2002). For the purpose of this study, the discussion is focused on different 11 intermolecular forces based on inter-particle interaction mechanisms. Furthermore, the analysis is 12 limited to the surface energetic heterogeneity/ homogeneity not taking into consideration role of any 13 structural or compositional heterogeneity. 14 15 In the current literature, focusing on the cohesion of pharmaceutical materials, a number of reports have 16 considered the role of surface energy on cohesion and powder flow properties (Barra et al., 1996; Barra 17 et al., 1998; Bhandari and Howes, 2005; Chen et al., 2010; Deng and Davé, 2013; Han et al., 2013; Jallo 18 et al., 2011; Kilbury et al., 2012; Moreno-Atanasio et al., 2005; Spillmann et al., 2008; Traini et al., 19 2005; Young et al., 2003, 2004). Barra et al. investigated the effect of the surface energy and cohesion 20 parameters proposed by Wu (Wu, 1973) and Rowe (Rowe, 1989a, b) to predict the maximum value of 21 interaction parameters or strength of interaction between particles of binary mixture. Furthermore they 22 also studied the influence of polar and dispersive fractions of two interacting materials on prediction 23 (Barra et al., 1996; Barra et al., 1998). Moreno-Atanasio et al. used distinct element method (DEM) to 24 simulate the effect of surface energy on unconfined yield stress (UYS), revealing that an increase in 25 surface energy by an order of magnitude produced similar increase in simulated UYS (Moreno-Atanasio 26 et al., 2005). Traini et al. used atomic force microscopy as a tool to investigate adhesion-cohesion 3 1 balance in pressurised metered dose inhalers, demonstrating a linear correlation between theoretical 2 work of cohesion/adhesion calculated from contact angle, inverse phase gas chromatography and atomic 3 force microscopy measurements (Traini et al., 2005). Chen et al. and Jallo et al. used surface 4 modification, either using silanisation of aluminium particles or using dry-coating method to coat surface 5 using silica particles, to reduce cohesion. Reduction in cohesion was attributed to the reduction in 6 surface energy; silanisation of aluminium was found to result in a reduction of the surface energy, and 7 subsequently measured cohesion values of silanised aluminium were observed to be lower, compared to 8 unsilanised aluminium (Chen et al., 2010; Jallo et al., 2011). On the basis of the findings of Chen et al., 9 Han et al. investigated effect of dry coating on passivating the high energy sites of micronised ibuprofen 10 for improving flowability recently. Surface energy heterogeneity was observed to reduce as a result of 11 dry-coating and the surface energy follows a descending trend with increasing coating resulting in 12 reduction in cohesion (Han et al., 2013). 13 14 It is apparent from the current literature that surface energy has a major role to play in controlling 15 cohesion. However, whilst recent literature reports have suggested that a higher surface energy may 16 result in higher cohesion and suggested routes to passivate higher surface energy sites, no fundamental 17 understanding on the contribution from surface energy on cohesion compared to other surface attributes 18 have been reported. Recently methodology for de-coupling roles of different surface properties, 19 particularly, particle shape, surface area and surface energy has been established (Shah et al., 2014a; 20 Shah et al., 2014b). Considering that different components of surface energy can contribute towards 21 cohesion on the basis of contribution from intermolecular forces, this study focuses on developing an 22 approach for de-coupling the contribution from dispersive and acid-base component of surface energy on 23 cohesion. 24 25 26 4 1 2. Materials 2 Mefenamic acid (2-(2, 3-dimethylphenyl) amino benzoic acid) (99.0%), n-heptane (99.0), n-octane 3 (99.0%), n-nonane (99.0%), n-decane (99.0%), dichlorodimethylsilane (>99.5%,), dodecyl 4 triethoxysilane (technical grade), vinyltrimethoxysilane (>97.0%), triethoxyphenylsilane (>98.0%), (3- 5 iodopropyl)trimethoxysilane 6 trimethoxy(3,3,3-trifluoropropyl)silane (97.0%) were purchased from Sigma Aldrich, Dorset, UK. 7 Methanol (>99.5%), ethyl acetate (>99.5%), dichloromethane (>99.0%), n-hexane (>99.0%), and 8 cyclohexane (>99.0%) were received from VWR BDH Prolabo, Lutterworth, UK and (3- 9 chloropropyl)trichlorosilane (>97.0%) was received from Alfa Aesar, Heysham, UK. All chemicals were 10 (95.0%), (3-bromopropyl)trimethoxysilane (97.0%) and used as received. 11 12 3. Methods 13 3.1 Silanisation of milled mefenamic acid 14 Milled mefenamic acid powders were silanised using a protocol reported in the literature (Al-Chalabi et 15 al., 1990). In a typical process, 500 mg of mefenamic acid powder was added to a 50 mL 5% (v/v) 16 solution of appropriate silane in cyclohexane. The mixture was refluxed at 80 oC for 24 hours. Then, the 17 reaction mixture is allowed to cool down to room temperature and filtered using general-purpose 18 laboratory filter paper (Whatman, UK) followed by drying in a vacuum oven at 80 oC for 4 hours. Post 19 silanisation, the silanised mefenamic acid powders were stored in a glass vial at ambient conditions. 20 21 3.2 Surface energy analysis 22 Surface Energy Analyser (SEA, Surface Measurement Systems Ltd., London, UK) was used for surface 23 energy heterogeneity characterisation. Approximately 300 mg of mefenamic acid was packed in pre- 24 silanised iGC columns (Surface Measurement Systems Ltd., London, UK) and conditioned for 2 hours at 25 30 oC followed by pulse injection measurements. Methane was used to determine the column dead time. 5 1 Helium at a flow rate of 10 sccm was used as a carrier gas for all injections for the columns packed with 2 un-silanised mefenamic acid, whereas 3 sccm helium flow rate was used for columns packed with 3 silanised mefenamic acid. A series of dispersive n-alkane probes (hexane, heptane, octane, nonane and 4 decane) at a range of concentrations were injected in order to achieve target surface coverages (n/nm) 5 ranging from 0.7% to 10%. Net retention volumes were calculated using the commonly applied Schultz 6 method (Schultz et al., 1987). Mono-polar probes (dichloromethane and ethyl acetate) were injected at 7 the same concentrations to determine non-dispersive interactions. The surface energy due to the non- 8 dispersive interactions was calculated using the vOCG method reported in the literature (Das et al., 9 2010; Van Oss et al., 1988). Principles of the techniques and a review of currently literature including 10 theory, can be found elsewhere (Ho and Heng, 2013). 11 12 3.3 Uniaxial compression test 13 A uniaxial compression test was used for powder cohesion measurements. Cylindrical compacts of 5mm 14 diameter were prepared using an evacuable IR die (Specac Ltd., Slough, UK) at a minimum of three 15 different consolidation loads (10 N, 20N and, 40N). Post consolidation, confinements were removed and 16 yield load was measured using SMS texture analyser TA.XT2i (Stable Micro Systems Ltd., Godalming, 17 UK) equipped with a 5 kg load cell in a displacement compression mode, with compression speed of 18 0.02 mms-1. Consolidation and yield load values were divided by the contact area to convert into 19 consolidation and yield stress, respectively. Yield stress obtained was plotted as a function of 20 consolidation stress. A linear regression line can be plotted for yield stress as a function of consolidation 21 stress. Linear regression line was extrapolated to find intercept with y-axis showing yield load at zero 22 consolidation load, which is cohesion. Theoretical principles of this test are detailed elsewhere (Head, 23 1994; Wang, 2013). 24 25 26 6 1 4. Results and Discussion 2 4.1 Isolating the effect of different components of surface energy on cohesion 3 4.1.1 Contribution of acid-base component of surface energy on cohesion 4 Dispersive (d) and acid-base (AB) surface energy heterogeneity profiles for mefenamic acid silanised 5 with four different haloalkane functional end groups, chloropropyl, trifluoropropyl, bromopropyl and 6 iodopropyl are presented in Figures 1 and 2 respectively. Post silanisation, the surface energies (both d 7 and AB) of mefenamic acid powders remained constant with increasing fractional surface coverage, 8 suggesting energetic homogeneity. For surface energy measurements to be representative of the entire 9 material surface properties, typical fractional coverages used for analysis ranges from n/nm=0.02 to 0.05 10 (Gamble et al., 2013; Gamble et al., 2012; Shah et al., 2014a; Shah et al., 2014b). The analysis of 11 energetically homogeneous surfaces remains similar for different fractional surface coverages. 12 Considering the range of fractional surface coverages typically used to provide material representative 13 surface energy, n/nm=0.02 was selected for analysis of both silanised and unsilanised materials. 14 15 d profiles for mefenamic acid silanised with different haloalkane functional groups were found to have 16 very similar surface energy values at different fractional surface coverages (40.00.3 mJ/m2). All 17 haloalkanes selected for this study have a propyl chain attached to the halogen atoms as a spacer and can 18 provide very similar dispersive interactions. 19 20 The acid-base component of surface energy was found to decrease in the order of -Cl > -F > -Br > -I 21 functional groups. For fractional surface coverage n/nm=0.02, the acid-base components of surface 22 energy for chloropropyl, trifluoropropyl, bromopropyl and iodopropyl are 7.7 mJ/m 2, 5.2 mJ/m2, 3.9 23 mJ/m2, and 2.2 mJ/m2, respectively. The order of decrease in the acid-base surface energy observed in 24 this study can be explained by the functional end group properties, due to the electronegativity of 25 haloalkanes. 7 1 Unconfined yield stress was measured for powders silanised with haloalkane functional end groups and 2 the data is shown in Figure 3. Cohesion values were calculated from unconfined yield stress 3 measurements following the method reported by Head, and plotted as a function of acid-base surface 4 energy (Figure 4) (Head, 1994). Cohesion was found to increase linearly with increasing acid-base 5 surface energy. The dispersive component of the surface energy for the powders silanised with 6 haloalkanes is very similar (40.00.3 mJ/m2), hence this increase in total surface energy is solely 7 attributed to the increase in the acid-base component of the surface energy. Considering the linear 8 relationship between cohesion and acid-base of surface energy, the intercept of the best fit line for 9 cohesion as a function of acid-base surface energy (when AB = 0 mJ/m2), will be attributed to the 10 dispersive surface energy. The cohesion (9.0 kPa) at the intercept of best fit line for cohesion as a 11 function of acid-base surface energy is net cohesion due to the dispersive surface energy at 40.0 mJ/m2 12 (Figure 4). By subtracting the cohesion due to the dispersive component (9.0 kPa) from the total 13 cohesion, the contribution of AB on cohesion can be determined as shown using dotted line in Figure 4. 14 15 4.1.2 Contribution of dispersive component of surface energy on cohesion 16 d heterogeneity profiles, before and after silanisation of mefenamic acid, are presented Figure 5. d 17 remained constant with increasing surface coverages for mefenamic acid silanised with different 18 functional end groups, whereas the d for unsilanised milled mefenamic acid was observed to decrease. 19 Therefore, it can be suggested that silanisation results in an energetically homogenous surfaces. d for 20 silanised mefenamic acid was observed in the ascending order from methyl, dodecyl, phenyl and vinyl 21 functional end groups. Acid base surface energy for surfaces silanised with vinyl and phenyl functional 22 groups were found to be higher compared to that of surfaces functionalised with methyl and dodecyl 23 functional groups. Variations here could be due to distribution of charge density and dipole moments. 24 8 1 Surface energy for mefenamic acid silanised with methyl functional groups was found to vary minimally 2 within the error bars from 32.7 mJ/m2 to 31.6 mJ/m2 with increasing fractional surface coverage from 3 0.7% to 10%. Dichlorodimethylsilane is the silane used for grafting methyl functional end group on to 4 the surface. This molecule has no spacer and the methyl moiety is directly attached to the terminal end 5 group, such that it provides no molecular flexibility to the functional end group. Therefore the grafted 6 (or deposited) methyl functional end group, which is known to be unreactive, is very stable. 7 Dodecyltriethoxysilane ((OC2H5)3-Si-CH2(CH2)10CH3) was used for grafting. Mefenamic acid grafted 8 with dodecyl end group has -CH2(CH2)10CH3 functional group attached to -Si without any spacer. 9 Dodecyl is a long chain functional end group and results in relatively higher dispersive surface energy 10 compared to methyl functional group, i.e. surface energy heterogeneity profile varies from 36.6 mJ/m2 to 11 34.9 mJ/m2 with increasing fractional surface coverage from 0.7% to 10%. Mefenamic acid silanised 12 with phenyl and vinyl functional groups resulted in surface energy heterogeneity profiles ranging from 13 40.2 mJ/m2 to 40.5 mJ/m2 and 42.9 mJ/m2 to 42.8 mJ/m2 respectively for fractional surface coverage 14 ranging from 0.7% to 10%, thus demonstrating homogeneity. Considering the isostere at 2% fractional 15 surface coverage, dispersive component of surface energy was found to be 32.7 mJ/m2 for methyl, 36.3 16 mJ/m2 for dodecyl, 40.7 mJ/m2 for phenyl and 42.3 mJ/m2 for vinyl silanised surfaces, and 46.4 mJ/m2 17 for un-silanised surfaces. The acid-base component of surface energy at an isostere of 2% fractional 18 surface coverage was calculated to be 0.4 mJ/m2 for methyl, 0.8 mJ/m2 for dodecyl, 3.0 mJ/m2 for phenyl 19 and 3.0 mJ/m2 for vinyl silanised surfaces (Figure 6). 20 21 Uniaxial compression test was used for measurements of unconfined yield stress at three different 22 consolidation stresses for the silanised mefenamic acid and results are presented in Figure 7. With a 23 decrease in the dispersive component of the surface energy, a decrease in unconfined yield stress was 24 observed for 2040 kPa and 1020 kPa consolidation stress. For 510 kPa consolidation stress unconfined 25 yield stress for surfaces silanised with phenyl and vinyl are within experimental errors, and decrease in 26 unconfined yield stress was observed in the order of the surfaces silanised with phenyl vinyl > dodecyl 9 1 > methyl. Cohesion values calculated for methyl silanised surface was 10.3 kPa, dodecyl functionalised 2 surface was 12.1 kPa, vinyl functionalised surface was 16.0 kPa and phenyl functionalised surface was 3 15.4 kPa. A proportional increase in cohesion as a function of dispersive component of the surface 4 energy was observed. 5 6 To de-couple the contribution of the dispersive surface energy on cohesion from the acid-base 7 component, the correlation developed in section 4.1.1, was used to calculate net cohesion due to the 8 acid-base component of surface energy. However, the correlation developed between acid-base surface 9 energy and cohesion is only specific to the mefenamic acid. The approach reported here can be applied 10 to establish correlation for other systems. The total cohesion calculated is attributed to the total surface 11 energy, which has two components – the acid-base component and the dispersive component. To 12 calculate the cohesion due to dispersive surface energy, the cohesion due to acid-base surface energy 13 calculated previously was subtracted from the total cohesion. 14 15 A linear regression line was fitted to the net cohesion (due to dispersive surface energy calculated) as a 16 function of dispersive surface energy. As this regression line represent net cohesion due to dispersive 17 surface energy, it was fitted with a zero intercept, suggesting at zero dispersive surface energy, 18 calculated cohesion is also zero. An iterative approach was adopted to converge regression lines of net 19 cohesion as a function of acid-base and dispersive surface energy. Using the linear regression for the net 20 cohesion (due to dispersive surface energy) as a function of dispersive energy, cohesion due to the 21 dispersive energy at 40.0 mJ/m2 was calculated and the obtained cohesion was used to set intercept of 22 linear fit for total cohesion as a function of acid base surface energy. Such iterations were continued until 23 the cohesion value due to dispersive surface energy at 40.0 mJ/m2 calculated using both linear 24 regressions (net cohesion as a function of acid-base and dispersive surface energy), converged (9.03 25 kPa). Figure 4 shows the linear regression fits obtained as a result of iterative approach, showing the 26 correlation between net cohesion and dispersive as well as acid-base surface energy. 10 1 Net cohesion calculated due to the dispersive component of surface energy was found to be 9.2 kPa for 2 surfaces silanised with methyl, 10.0 kPa for surfaces silanised with dodecyl, 7.8 kPa for surface silanised 3 with phenyl and 8.3 kPa for surface silanised with vinyl functional end groups. Considering the approach 4 adopted here to calculate net cohesion due to the dispersive component only, a linear correlation, 5 intersecting at the origin, for cohesion as a function of dispersive surface energy was established and 6 represented by an equation y = 0.226x (i.e. when dispersive surface energy is zero, cohesion is zero as 7 net cohesion is only due to dispersive surface energy). The correlation between dispersive surface energy 8 and cohesion is only specific to mefenamic acid. 9 10 For the model system investigated, the contribution from AB was found to result in ~11.7× higher 11 cohesion compared to contributions from d. i.e. when contributions from d was eliminated as a factor 12 in cohesion for material with same surface area, the remaining cohesion can be estimated from AB. 13 Furthermore, relationships between dispersive as well as acid-base surface energy and net cohesion due 14 to contribution from dispersive as well as acid-base surface energy were established. 15 16 The role of different components of surface energy on cohesion is system specific and also depends on 17 intrinsic properties of the material. In addition, the contribution from the dispersive and acid-base 18 components of surface energy on cohesion can be different for different materials and also depend on the 19 experimental conditions. The approach presented in this study shows the potential for developing a 20 fundamental understanding of contributions from different surface energy components on cohesion, 21 which will permit controlling cohesion by engineering particle surface properties either via appropriate 22 processing methods or crystal engineering. 23 24 25 11 1 5. Conclusion 2 Here, an approach for de-coupling the different components of surface energy has been demonstrated. 3 Silanisation was used as a tool to tailor surface energies of mefenamic acid. Methyl, dodecyl, phenyl and 4 vinyl functional groups were grafted on the mefenamic acid surface to investigate role of d, whereas a 5 series of haloalkanes functional groups were grafted to study role of AB on cohesion. Powder cohesion 6 was found to increase in linear correlation with surface energy. A linear correlation between AB and total 7 cohesion was developed and used for determining contribution from d on cohesion. An iterative 8 approach was employed to converge the relationship between net cohesion (due to d) and dispersive 9 surface energy, and total cohesion and acid-base surface energy. For the model system investigated, 10 contribution from d and AB on cohesion was decoupled and correlation between net cohesion (due to 11 the d and AB) was established. Increase in cohesion was found to be ~11.7 × higher due to contribution 12 from AB compared to that of d. Findings of this study not only provided fundamental understanding on 13 effect of surface energy on cohesion but also can be used for quantification of contributions from 14 different components of surface energy. 15 12 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 References Al-Chalabi, S.A.M., Jones, A.R., Luckham, P.F., 1990. A simple method for improving the dispersability of micron-sized solid spheres. J. Aerosol Sci. 21, 821-826. 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The influence of relative humidity on the cohesion properties of micronized drugs used in inhalation therapy. J. Pharm. Sci. 93, 753-761. 15 16 17 18 14 1 2 3 4 List of Figures Figure 1 γd profiles for milled mefenamic acid silanised with –Cl, –F, –Br, and –I functional end groups. 5 6 Figure 2 γAB profiles for milled mefenamic acid silanised with –Cl, –F, –Br, and –I functional end groups. 7 8 Figure 3 Unconfined yield stress as a function of consolidation stress for mefenamic acid silanised –Cl, –F, –Br, and –I functional end groups. 9 10 11 12 Figure 4 Cohesion as a function of acid-base component of surface energy. Figure 5 γd profiles for milled mefenamic acid silanised with methyl, vinyl, phenyl, and dodecyl functional end groups. 13 14 Figure 6 γAB profiles for milled mefenamic acid silanised with methyl, vinyl, phenyl, and dodecyl functional end groups. 15 16 Figure 7 Unconfined yield stress as a function of consolidation stress for mefenamic acid silanised with methyl, vinyl, phenyl, and dodecyl functional end groups. 15 1 Dispersive Surface Energy (γd) (mJ/m2) 65 Milled MA - Un-Silanised Milled MA - Silanised – (-F) group Milled MA-Silanised - (-Cl) group Milled MA - Silanised – (-Br) group Milled MA - Silanised – (-I) group 60 55 50 45 40 35 30 25 0 2 3 0.01 0.02 0.03 0.04 0.05 0.06 0.07 Fractional Surface Coverage (n/nm) (-) 0.08 0.09 0.1 Figure 1 γd profiles for milled mefenamic acid silanised with –Cl, –F, –Br, and –I functional end groups. 16 1 Milled MA - Un-Silanised Milled MA - Silanised – (-F) group Milled MA - Silanised – (-Cl) group Milled MA - Silanised – (-Br) group Milled MA - Silanised – (-I) group Acid-Base Surface Energy (γAB) (mJ/m2) 10 9 8 7 6 5 4 3 2 1 0 0 2 3 4 5 0.01 0.02 0.03 0.04 0.05 0.06 0.07 Fractional Surface Coverage (n/nm) (-) 0.08 0.09 0.1 Figure 2 γAB profiles for milled mefenamic acid silanised with –Cl, –F, –Br, and –I functional end groups. 6 17 1 200 Milled MA - Un-Silanised Milled MA - Silanised – (-F) group Milled MA - Silanised – (-Cl) group Milled MA - Silanised – (-Br) group Milled MA - Silanised – (-I) group Unconfined Yield Stress (kPa) 180 160 140 120 100 80 60 40 20 0 0 2 3 4 5 500 1000 1500 Consolidation Stress (kPa) 2000 2500 Figure 3 Unconfined yield stress as a function of consolidation stress for mefenamic acid silanised –Cl, –F, –Br, and –I functional end groups. 6 18 1 0 5 Dispersive Surface Energy (d)(n/nm=0.02) (mJ/m2) 10 15 20 25 30 35 40 45 35 Total cohesion (due to acid-base and dispersive surface energy) Net Cohesion (due to acid-base surface energy) Net Cohesion (due to dispersive surface energy) 30 Cohesion (kPa) 25 y = 2.64x + 9.03 R² = 0.75 y = 2.64x R² = 0.75 20 15 10 5 y = 0.23x 0 0 1 2 3 4 5 6 7 8 9 Acid-Base Surface Energy (AB )(n/nm=0.02) (mJ/m2) 2 3 4 Figure 4 Cohesion as a function of acid-base component of surface energy. 19 1 Dispersive Surface Energy (γd) (mJ/m2) 65 Milled MA - Un-Silanised Milled MA - Silanised - Methyl group Milled MA - Silanised - Vinyl group Milled MA - Silanised - Phenyl group Milled MA - Silanised - Dodecyl group 60 55 50 45 40 35 30 25 0 2 3 4 0.01 0.02 0.03 0.04 0.05 0.06 0.07 Fractional Surface Coverage (n/nm) (-) 0.08 0.09 0.1 Figure 5 γd profile for milled mefenamic acid silanised with methyl, vinyl, phenyl, and dodecyl functional end groups. 5 20 1 Acid-Base Surface Energy (γAB) (mJ/m2) 5.0 Milled MA - Un-Silanised Milled MA - Silanised – Methyl group Milled MA - Silanised – Vinyl group Milled MA - Silanised – Phenyl group Milled MA - Silanised – Dodecyl group 4.5 4.0 3.5 3.0 2.5 2.0 1.5 1.0 0.5 0.0 0 2 3 4 5 Figure 6 0.01 0.02 0.03 0.04 0.05 0.06 0.07 0.08 Fractional Surface Coverage (n/nm) (-) 0.09 0.1 γAB profiles for milled mefenamic acid silanised with methyl, vinyl, phenyl, and dodecyl functional end groups. 6 21 1 160 Milled MA - Un-Silanised Milled MA - Silanised - Methyl group Milled MA - Silanised - Vinyl group Milled MA - Silanised - Phenyl group Milled MA - Silanised - Dodecyl group Unconfined Yield Stress (kPa) 140 120 100 80 60 40 20 0 0 2 3 4 Figure 7 500 1000 1500 2000 2500 Consolidation Stress (kPa) Unconfined yield stress as a function of consolidation stress for mefenamic acid silanised with methyl, vinyl, phenyl, and dodecyl functional end groups. 22