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Article

A Comparative Study on Cure Kinetics of Layered Double Hydroxide (LDH)/Epoxy Nanocomposites

by
Zohre Karami
1,
Seyed Mohammad Reza Paran
1,
Poornima Vijayan P.
2,*,
Mohammad Reza Ganjali
1,3,
Maryam Jouyandeh
1,
Amin Esmaeili
4,
Sajjad Habibzadeh
5,
Florian J. Stadler
6 and
Mohammad Reza Saeb
1,*
1
Center of Excellence in Electrochemistry, School of Chemistry, College of Science, University of Tehran, Tehran 11155-4563, Iran
2
Department of Chemistry, Sree Narayana College for Women (affiliated to University of Kerala), Kollam, Kerala 691001, India
3
Biosensor Research Center, Endocrinology and Metabolism Molecular-Cellular Sciences Institute, Tehran University of Medical Sciences, Tehran 14535, Iran
4
Department of Chemical Engineering, School of Engineering Technology and Industrial Trades, College of the North Atlantic—Qatar, Arab League St, Doha 24449, Qatar
5
Department of Chemical Engineering, Amirkabir University of Technology (Tehran Polytechnic), Tehran 1591639675, Iran
6
College of Materials Science and Engineering, Shenzhen Key Laboratory of Polymer Science and Technology, Guangdong Research Center for Interfacial Engineering of Functional Materials, Nanshan District Key Lab for Biopolymers and Safety Evaluation, Shenzhen University, Shenzhen 518055, China
*
Authors to whom correspondence should be addressed.
J. Compos. Sci. 2020, 4(3), 111; https://doi.org/10.3390/jcs4030111
Submission received: 23 June 2020 / Revised: 1 August 2020 / Accepted: 5 August 2020 / Published: 9 August 2020
(This article belongs to the Special Issue Thermal Behavior of Thermoset Composites)

Abstract

:
Layered double hydroxide (LDH) minerals are promising candidates for developing polymer nanocomposites and the exchange of intercalating anions and metal ions in the LDH structure considerably affects their ultimate properties. Despite the fact that the synthesis of various kinds of LDHs has been the subject of numerous studies, the cure kinetics of LDH-based thermoset polymer composites has rarely been investigated. Herein, binary and ternary structures, including [Mg0.75 Al0.25 (OH)2]0.25+ [(CO32−)0.25/2∙m H2O]0.25−, [Mg0.75 Al0.25 (OH)2]0.25+ [(NO3)0.25∙m H2O]0.25− and [Mg0.64 Zn0.11 Al0.25 (OH)2]0.25+ [(CO32−)0.25/2∙m H2O]0.25−, have been incorporated into epoxy to study the cure kinetics of the resulting nanocomposites by differential scanning calorimetry (DSC). Both integral and differential isoconversional methods serve to study the non-isothermal curing reactions of epoxy nanocomposites. The effects of carbonate and nitrate ions as intercalating agents on the cure kinetics are also discussed. The activation energy of cure () was calculated based on the Friedman and Kissinger–Akahira–Sunose (KAS) methods for epoxy/LDH nanocomposites. The order of autocatalytic reaction (m) for the epoxy/Mg-Al-NO3 (0.30 and 0.254 calculated by the Friedman and KAS methods, respectively) was smaller than that of the neat epoxy, which suggested a shift of the curing mechanism from an autocatalytic to noncatalytic reaction. Moreover, a higher frequency factor for the aforementioned nanocomposite suggests that the incorporation of Mg-Al-NO3 in the epoxy composite improved the curability of the epoxy. The results elucidate that the intercalating anions and the metal constituent of LDH significantly govern the cure kinetics of epoxy by the participation of nitrate anions in the epoxide ring-opening reaction.

Graphical Abstract

1. Introduction

Clay nanomaterials are the most well-known family of minerals in the field of nanoscience and nanotechnology [1]. Layered double hydroxides (LDHs), also known as anionic clays, have a two-dimensional (2D) crystalline nanostructure with weak interlayer bonding forces in between the layers [2,3]. The general chemical formula of an LDH is [ M 1 x 2 + M x 3 + ( OH ) 2 ] x + [ A n ] x / n · mH 2 O made up of di- and trivalent metal cations (M2+ and M3+) in octahedral units together with a variety of anionic groups (An−) that can locate in the gallery to neutralize the positive charge of the overall structure [4,5]. Acceptable physical and chemical properties of an LDH are accompanied by its facile synthesis with tunable chemical composition for various fields [6]. Moreover, the anion exchange properties of an LDH make possible its intercalation/exfoliation in the polymer matrix [7].
Many research works have been focused on the role of LDHs in the improvement of the properties of polymers, like anti-corrosion behavior, flame retardancy and mechanical properties [7,8,9]. It is well known that the ultimate properties of thermoset reins are dependent on network formation during cure reactions [10,11,12]. Overall, the incorporation of nanoparticles into the thermosetting polymers, e.g., epoxy, can tackle brittleness and low modulus drawbacks [13,14,15,16]. The study of curing allows for understanding the structure–properties relationship in thermoset nanocomposites [17,18,19]. However, network formation in epoxy resin is a complicated phenomenon because of gelation and vitrification, by gradual transformation from a chemical- to diffusion-controlled reaction in the system [20,21]. The Cure Index (CI) was recently defined as a simple criterion to elucidate the curability of thermoset composites [22,23]. It is a dimensional criterion for evaluating the quality of the curing process in thermoset systems. By the use of the CI, the curing potential of thermoset composites can be classified as Poor, Good or Excellent [24]. However, the quantitative analysis of cure reactions by analytical methods may shed more light on the role of nanoparticles [25,26,27].
The curability of epoxy nanocomposites with nanoparticles of various shapes, sizes and surface chemistry is comprehensively discussed by cure behavior and cure kinetics analyses [28,29]. In previous studies, we synthesized binary Mg-Al LDHs intercalated with carbonate and nitrate ions, as well as ternary Mg-Zn-Al LDHs intercalated with carbonate anions [30,31,32]. The use of the CI provided a rough image of the curability of the resulting nanocomposites, such that the enlargement of the gallery space of the LDH structure by anions supported network formation in the epoxy/LDH system. In the current study, the effects of the Mg-Al-CO3, Mg-Al-NO3 and Mg-Zn-Al-CO3 LDH structure on curing kinetics of epoxy/amine systems were compared in terms of non-isothermal differential scanning calorimetry (DSC). Analyses were done using differential Friedman and integral Kissinger–Akahira–Sunose (KAS) isoconversional methods.

2. Materials and Methods

The cure potential of the neat epoxy and its nanocomposites, containing binary Mg-Al-CO3, Mg-Al-NO3 and ternary Mg-Zn-Al-CO3 LDHs, was studied by non-isothermal DSC. The material specifications used in the synthesis of LDHs and epoxy nanocomposite preparation are introduced in Appendix A.1 of Appendix A. The preparation and characterization of epoxy nanocomposites, including Mg-Al-CO3, Mg-Al-NO3 and Mg-Zn-Al-CO3 LDHs, are also explained in Appendix A.2 and Appendix A.3 of Appendix A, respectively. In brief, LDHs in 0.1 wt.% were used in nanocomposite preparation, and non-isothermal DSC was carried out at a heating rate (β) of 2, 5, 7 and 10 °C·min−1 to evaluate the cure reaction. Quantitative cure was carried out in terms of cure behavior and cure kinetics analyses based on the protocol of cure proposed for thermoset composites [23].

3. Results and Discussion

3.1. Cure Behavior Analysis

DSC thermograms for the neat epoxy and nanocomposites containing 0.1 wt.% of Mg-Al-CO3, Mg-Al-NO3 and Mg-Zn-Al-CO3 LDHs at four heating rates of 2, 5, 7 and 10 °C·min−1 are shown in Figure 1. The cure state (Poor, Good or Excellent) was reported in previous works [30,31,32]. The unimodal peak unconditionally observed in the DSC curves proved the assumption of single-step reaction kinetics. Moreover, the higher values of the heat of cure and peak temperature upon increasing the heating rate from 2 to 10 °C∙min−1 are due to the higher kinetic energy per molecule in the system [17].
The heat of cure increased directly by the extent of cure reaction (α), which can be obtained by the equation below:
α = Δ H T Δ H ,
In Equation (1), ΔH and ΔHT are the total heat release during the cure reaction for the whole temperature range and the one up to temperature T, respectively. In Figure 2, the variation of fractional extent of cure reaction as a function of cure time was demonstrated for epoxy systems at heating rates of 2, 5, 7 and 10 °C·min−1. As shown in Figure 2, the sigmoidal shape of the α-time curve is representative of the autocatalytic mechanism of cure reactions [33]. According to Figure 2, at β of 2 °C·min−1, the introduction of Mg-Al-CO3 restricted the access of curing agent molecules to the epoxide rings, thereby decelerating the cure reaction. Evidently, the time to reach α = 0.5 was increased from 23.5 for the neat epoxy to 26.0 min for the nanocomposite. On the other hand, the incorporation of Mg-Al-NO3 into the epoxy resin accelerated the cure reaction by the participation of nitrate ions in network formation, such that it decreased the time to reach α = 0.5 from 23.5 min for the neat epoxy to 23.2 min for the nanocomposite [17]. In the case of EP/Mg-Zn-Al-CO3, the Lewis acid effect of Zn2+ ions catalyzed the cure reaction. However, the low amount of Zn2+ released into the system was not sufficient to have a positive effect on the network formation, and evidently the time to reach α = 0.5 increased from 23.5 min for the neat epoxy to 24.2 min for EP/Mg-Zn-Al-CO3 [34]. At higher heating rates, the number of molecular interactions per unit volume in the system was increased, which accelerated the cure reaction of the neat epoxy. For epoxy/LDH nanocomposites cured at a β of 7 °C·min−1, the cure reaction was accelerated such that the time to reach α = 0.5 decreased from 8.9 min for the neat epoxy to the 8.8 min for the EP/Mg-Zn-Al-CO3 nanocomposite. Likewise, for the heating rate of 10 °C·min−1 and for the epoxy nanocomposites containing Mg-Al-NO3 or Mg-Zn-Al-CO3, the presence of nitrate and Zn2+ ions accelerated the cure reaction, as can be recognized by decrease in the time taken to reach α = 0.5 from 7.2 min for the neat epoxy to 6.8 and 6.6 min for EP/Mg-Al-NO3 and EP/Mg-Zn-Al-CO3, respectively. As per our experiences in the field, the partial cure of the epoxy/Mg-Al-CO3 nanocomposite featured a shorter curing time compared to the epoxy resin [35].

3.2. Cure Kinetics Analysis

In isoconversional methods, such as the so-called model-free kinetics (MFK), it is a common assumption that the cure reaction rate at a given α is directly proportional to the cure temperature [36,37,38]. The well-known integral isoconversional methods of KAS and Flynn–Wall–Ozawa (FWO) and differential methods such as the Friedman model are used for determining the activation energy () of cure reaction [39,40]. In integral methods, due to the various formulations and approximations, the obtained is different for various models. It is stated that differential methods are more accurate than the integral methods because no approximation is considered in developing the former. However, some inaccuracy is observed for such methods owing to difficulties in baseline selection or in reactions, which significantly depend on heating rate [23]. Thus, choosing the most accurate method has always been the subject of heated debate within the field of cure kinetics. In this work, both types of differential and integral kinetics methods are used for the analysis of non-isothermal kinetics. Furthermore, the activation energy obtained from the FWO method is used as the first trial in the determination of the kinetics model by the Málek method to obtain a constant at various α. The information and fitting equations of the Friedman and KAS approaches are described mathematically and graphically in Appendix B.1 and Appendix B.2 of Appendix B, respectively. Figure 3 shows the variation of obtained from the Friedman and KAS models as a function of the extent of curing for the neat epoxy and its nanocomposites with Mg-Al-CO3, Mg-Al-NO3 and Mg-Zn-Al-CO3 in the cure reaction interval of 0.1 < α < 0.9. As shown in Figure 3, the addition of Mg-Al-NO3 and Mg-Zn-Al-CO3 to the epoxy resin led to rise in with respect to neat epoxy, possibly due to the swelling of LDHs through intercalation with epoxy chains and the viscosity upturn [13], however, for the EP/Mg-Al-CO3 nanocomposite, the decreased as a consequence of partially cured epoxy in the presence of the Mg-Al-CO3 LDH [41,42]. Moreover, Figure 3 shows that the activation energy of the system decreased by the extent of cure reaction, especially at the early stage (α < 0.2) of the KAS model, which is a sign of the autocatalytic nature of epoxy/amine reactions, in which the generation of hydroxyl groups assists in the ring opening of epoxy [43,44].
The roles of Mg-Al-CO3, Mg-Al-NO3 and Mg-Zn-Al-CO3 in the cure reaction of the epoxy/amine system are schematically shown in Figure 4. As can be seen in Figure 4, Mg-Al-CO3 cannot take part in epoxide ring-opening reaction due to the strong hydrogen bonding of three oxygen atoms of intercalated carbonate ions with the hydroxyl groups of the LDH layers due to the horizontal orientation of CO32− within the LDH layers [30,31]. On the contrary, the nitrate anion plays a different role in cure reactions due to its different configuration compared to the carbonate anion [32]. In NO3, two oxygen atoms are located near the OH groups of one layer and the third one closer to the opposite side. Thus, this configuration causes a limited interaction between the nitrate anions and hydroxyl groups, while this increases the chances of interactions between the intercalated water molecules and LDH layers [45]. Because of the weak interaction of NO3 with hydroxide layers, nitrate anions can attack the C-O bond in the epoxide, leading to ring-opening reactions that facilitate the curing of the EP/Mg-Al-NO3 nanocomposite [17]. In the case of EP/Mg-Zn-Al-CO3, by catching the oxygens’ lone-pair electron in the epoxide rings by the Lewis acid effect of Zn2+, the epoxide ring-opening reaction was influenced by Zn2+. On the other hand, due to the low concentration of released ions, the positive effect of Zn2+ on the crosslinking was not observed [34].

3.2.1. Determining the Reaction Model and the Order of Reaction

It is necessary to determine the reaction model in order to clarify the cure mechanism of the epoxy/amine system in the presence of LDH nanosheets. The Friedman and Málek methods are useful for knowing whether or not the autocatalytic cure mechanism is dominant. From the Friedman curve, the curing mechanism was determined by Equation (A3) in Appendix C.1 of Appendix C. As the maximum point of α in Figure A3 is located in the range of 0.2–0.4, the mechanism of reaction in the epoxy/LDH nanocomposites was found to be autocatalytic [46,47]. The kinetic model was designated by the maximum points of y(α) = (αm), z(α) = (αp) and the peak of conversion in the DSC curves (αp) based on the Málek method (see the Appendix C.2 of Appendix C). The values of αm, αp and αp for the epoxy/amine systems at different heating rates are listed in Table 1. Accordingly, the values of αm are lower than those of αp and, at the same time, αp < 0.633, suggesting a two-parameter autocatalytic kinetic model for all studied systems [48,49].
Since the autocatalytic cure mechanism was confirmed for the EP, EP/Mg-Al-CO3, EP/Mg-Al-NO3 and EP/Mg-Zn-Al-CO3 systems by the Friedman and Málek models, the following equation was used:
d a d t = A exp ( E α R T ) α m ( 1 p   ) n ,
where n, m and A are the degrees of autocatalytic and non-catalytic reactions and the frequency factor, respectively. The values of m, n and lnA are determined from Equations (A11) and (A12) in Appendix D.
The value is the average amount over the whole range of α based on the Friedman and KAS methods (Table 2). For the EP/Mg-Al-CO3 system, lower values of the apparent activation energy can be assigned to the incomplete curing, which arose from limited interaction.
By comparing the results in Table 2, the summation of the degrees of the autocatalytic and non-catalytic reactions (m + n), which is the overall order of the cure reaction, is more than one, which explains the complexity of the epoxy/amine cure reaction [50]. Furthermore, the autocatalytic reaction order (m) is lower for the epoxy/LDH nanocomposites compared to the neat epoxy, suggesting a shift in the curing mechanism from autocatalytic to non-catalytic reactions [51]. On the other hand, increasing the frequency factor for EP/Mg-Al-NO3 is indicative of enhanced interaction due to the the participation of nitrate anions in the epoxide ring-opening reaction [52]. For the EP/Mg-Zn-Al-CO3 nanocomposite, however, despite increased interactions, due to the low concentration of Zn2+ ions in the system, no positive role in improving the cure reaction was detected.

3.2.2. Model Validation

As a final step, for the validation of the kinetics parameters obtained from previous steps, the curing rate was calculated and compared with the experimental curve. Figure 5 compares the curing rate for neat epoxy and the EP/Mg-Al-CO3, EP/Mg-Al-NO3 and EP/Mg-Zn-Al-CO3 nanocomposites, respectively, obtained by the analytical models (Friedman and KAS models) with the experimental values. It is observed that both isoconversional methods satisfactorily match with the experimental data [53]. At a late stage of cure (α > 0.8), however, some deviation from the experimental data was observed, possibly due to the fact that isoconversional methods cannot predict vitrification. Therefore, in the early stages of curing, the reaction progress in the liquid phase, and thus the reaction, is controlled chemically before the gelation and vitrification phenomena, where it is controlled by diffusion [54].

4. Conclusions

Generally, the evaluation of the cure kinetics of epoxy/Mg-Al LDH nanocomposites elucidates that the LDH nanosheets significantly affect the crosslinking in the epoxy resin, while the curing mechanism of epoxy/LDH systems remains unchanged. The calculation of the activation energy by both differential Friedman and integral KAS methods suggests that the incorporation of Mg-Al-NO3 and Mg-Zn-Al-CO3 increased the energy needed for network formation, possibly due to the viscosity upturn and perturbed cure reaction with respect to the neat epoxy. The average values of Eα obtained by different methods are compared in Table 3. An increase in the activation energy of the epoxy/LDH nanocomposites with respect to the neat epoxy is possibly due to the swelling of the LDHs through intercalation with epoxy chains or increased viscosity. However, reduction in the activation energy of the epoxy/Mg-Al-CO3 nanocomposite can be ascribed to the partial cure of the epoxy nanocomposite in the presence of the Mg-Al-CO3 LDH.
The enhancement of the frequency factor as a criterion of the number of molecular interactions for the EP/Mg-Al-NO3 system compared to the neat epoxy (from 15.53 to 17.31 s−1 by the Friedman method and from 17.17 to 18.56 s−1 by the KAS method) elucidates the improvement of the curability of epoxy/LDH nanocomposites by the participation of nitrate anions in epoxide ring-opening reactions. In the case of the EP/Mg-Zn-Al-CO3 nanocomposite, however, the trace of Zn2+ ions in the system neutralized the positive effect due to enhanced molecular interactions detected by a frequency factor increase.

Author Contributions

Conceptualization, M.R.S.; methodology, S.M.R.P.; software, Z.K.; validation, P.V.P. and M.J.; formal analysis, A.E.; investigation, S.H.; writing—original draft preparation, Z.K.; writing—review and editing, P.V.P.; visualization, M.R.G. and F.J.S.; supervision, M.R.S. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding.

Conflicts of Interest

The authors declare no conflict of interest. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results.

Appendix A. Materials and Methods

Appendix A.1. Materials

Epoxy resin (epoxide equivalent weight (EEW): 174 g/eq) and triethylenetetramine (TETA) as a curing agent were provided by Sigma Aldrich (Italy, Milano). Moreover, chloroform was acquired from Sigma-Aldrich (99% purification).

Appendix A.2. Preparation of Epoxy Nanocomposites

Mg-Al-CO3, Mg-Al-NO3 and Mg-Zn-Al-CO3 LDHs were synthesized according to previous studies [30,31,32]. Synthesized LDHs (0.1 wt.%) were added to epoxy resin to prepare the EP/Mg-Al-CO3, EP/Mg-Al-NO3 and EP/Mg-Zn-Al-CO3 nanocomposites through the solution method. The LDH nanosheets were dispersed into the chloroform by sonication with 40% power for 30 min in an ice bath, then immediately added to the epoxy resin and mixed with a magnetic stirrer to remove the solvent for a week at room temperature. Finally, the stoichiometric content of TETA (100:14) was added to the epoxy system and carefully mixed.

Appendix A.3. Characterization of Epoxy Nanocomposites

The cure reaction of the epoxy/amine system in the presence of 0.1 wt.% of the Mg-Al-CO3, Mg-Al-NO3 and Mg-Zn-Al-CO3 LDHs was studied non-isothermally using a differential scanning calorimeter (DSC Q200 model, TA Instrument, New Castle, DE, USA). DSC analysis was performed at heating rates (β) of 2, 5, 7 and 10 °C·min−1 in the temperature range of −50 to 250 °C in a nitrogen atmosphere with flow rates of 50 mL·min−1.

Appendix B. Isoconversional Kinetic Methods

Appendix B.1. Friedman Model

Friedman model is defined based on the following equation [33,55]:
ln [ β i ( d α d T ) α , i ] = ln [ f ( α ) A α ] E α R T α , i ,
By plotting ln [ β i ( d α / d T ) α , i ] vs. 1/Tα, the value of activation energy () in each α can be obtained from the slope of Figure A1.
Figure A1. Plots of ln(dα/dt) vs. 1/T for the prepared samples based on the Friedman model at β = 2 °C·min−1.
Figure A1. Plots of ln(dα/dt) vs. 1/T for the prepared samples based on the Friedman model at β = 2 °C·min−1.
Jcs 04 00111 g0a1

Appendix B.2. KAS Method

KAS method is defined by the following equation [56,57]:
ln ( β i T α , i 1.92 ) = Const 1.0008 ( E α R T α ) ,
Plotting ln ( β i / T α , i 1.92 ) vs. 1/Tα gives a straight line; its slope gives the activation energy (Figure A2).
Figure A2. Plots of ln(β/T1.92) vs. 1/T for the prepared samples based on the KAS model.
Figure A2. Plots of ln(β/T1.92) vs. 1/T for the prepared samples based on the KAS model.
Jcs 04 00111 g0a2

Appendix C. Selection of the Cure Reaction Model

Appendix C.1. Friedman Model

Based on the Friedman method, the model of the epoxy cure reaction can be determined using Equation (A3). The shape of the plot of ln[Af(α)] vs. ln(1 − α) denotes the deviation from the nth order reaction (Figure A3) [58].
ln [ A f ( α ) ] = ln ( d α d t ) + E α R T = ln A + n ln ( 1 α ) ,
For the nth order cure mechanism, a straight line was obtained by plotting ln[Af(α)] vs. ln(1 − α), whose slope gives the reaction degree (n).
Figure A3. Plots of ln [Af(α)] vs. ln(1 − α) for the samples under a heating rate of 2 °C·min−1 used in the calculation of activation energy via the Friedman method.
Figure A3. Plots of ln [Af(α)] vs. ln(1 − α) for the samples under a heating rate of 2 °C·min−1 used in the calculation of activation energy via the Friedman method.
Jcs 04 00111 g0a3

Appendix C.2. Málek Method

The kinetic model based on the Málek method is determined using the following equations:
y ( α ) = ( d α d t ) α exp ( E α R T α ) = A f ( α ) ,
z ( α ) = ( d α d t ) α T α 2 [ π ( x ) β T α ] ,
The term in the brackets of Equation (A5) has no significant effect on the shape of the z(α) function and can be omitted. In Equation (A4), the amount of E0 is determined by the FWO method, where the change in the activation energy with the variation of α remains constant, from the following equation [59,60]:
ln ( β i ) = Const 1.052 ( E α R T α )
In the FWO method, the activation energy is determined from the slope of ln(βi) vs. 1/T, as shown in Figure A4. This method gives the activation energy depending on conversion. By the FWO method, the values of activation energy are obtained as 55.74 kJ/mol, 54.60 kJ/mol, 58.47 kJ/mol and 60.59 kJ/mol for neat epoxy, EP/Mg-Al-CO3, EP/Mg-Al-NO3 and EP/Mg-Zn-Al-CO3, respectively.
Figure A4. Plots of ln(β) vs. 1/T for epoxy resin and prepared nanocomposites derived from the FWO model.
Figure A4. Plots of ln(β) vs. 1/T for epoxy resin and prepared nanocomposites derived from the FWO model.
Jcs 04 00111 g0a4
The experimental values of y(α) and z(α) for the EP, EP/Mg-Al-CO3, EP/Mg-Al-NO3 and EP/Mg-Zn-Al-CO3 nanocomposites as a function of conversion are shown in Figure A5 and compared with theoretical master plots.
Figure A5. Variation of y(α) and z(α) versus conversion for the prepared samples based on the Málek model.
Figure A5. Variation of y(α) and z(α) versus conversion for the prepared samples based on the Málek model.
Jcs 04 00111 g0a5
Then y(α) and z(α) were normalized as follows to vary between 0 and 1:
y n ( α ) = y ( α ) m a x [ y ( α ) ] ,
z n ( α ) = z ( α ) m a x [ z ( α ) ] ,
The maximum values, max[y(α)] = αm and max[z(α)] = αp, can be found from the following expressions:
f ( α m ) = 0 ,
f ( α p ) g ( α p ) = 1 ,

Appendix D. Determination of the Degree of Reaction

The degrees of autocatalytic reaction (n and m) and the frequency factor (A) can be determined through the following equations [61,62]:
ValueI = ln ( d α d t ) + E a R T ln [ d ( 1 α ) d t ] E a R T = ( n m ) ln ( 1 α α ) ,
ValueII = ln ( d α d t ) + E a R T + ln [ d ( 1 α ) d t ] + E a R T = ( n + m ) ln ( α α 2 ) + 2 ln A ,
The slope of the plot of Value I vs. ln [(1 − α)/α] (Figure A6) gives the value of (nm), and the slope and intercept of the plot of Value II vs. ln(α − α2) (Figure A7) give the value of (n + m) and 2lnA.
Figure A6. Plots of value I calculated using DSC data for the prepared epoxy system under a heating rate of 2 °C·min−1.
Figure A6. Plots of value I calculated using DSC data for the prepared epoxy system under a heating rate of 2 °C·min−1.
Jcs 04 00111 g0a6
Figure A7. Plots of Value II calculated for the prepared samples under a heating rate of 2 °C·min−1.
Figure A7. Plots of Value II calculated for the prepared samples under a heating rate of 2 °C·min−1.
Jcs 04 00111 g0a7

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Figure 1. DSC thermograms of the neat epoxy (EP), EP/Mg-Al-CO3, EP/Mg-Al-NO3 and EP/Mg-Zn-Al-CO3 nanocomposites at heating rates of 2, 5, 7 and 10 °C·min−1.
Figure 1. DSC thermograms of the neat epoxy (EP), EP/Mg-Al-CO3, EP/Mg-Al-NO3 and EP/Mg-Zn-Al-CO3 nanocomposites at heating rates of 2, 5, 7 and 10 °C·min−1.
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Figure 2. The fractional extent of conversion as a function of reaction time for EP, EP/Mg-Al-CO3, EP/Mg-Al-NO3 and EP/Mg-Zn-Al-CO3 nanocomposites at heating rates of 2, 5, 7 and 10 °C·min−1.
Figure 2. The fractional extent of conversion as a function of reaction time for EP, EP/Mg-Al-CO3, EP/Mg-Al-NO3 and EP/Mg-Zn-Al-CO3 nanocomposites at heating rates of 2, 5, 7 and 10 °C·min−1.
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Figure 3. Variation of activation energy for EP, EP/Mg-Al-CO3, EP/Mg-Al-NO3 and EP/Mg-Zn-Al-CO3 nanocomposites obtained by (a) differential Friedman and (b) integral KAS models.
Figure 3. Variation of activation energy for EP, EP/Mg-Al-CO3, EP/Mg-Al-NO3 and EP/Mg-Zn-Al-CO3 nanocomposites obtained by (a) differential Friedman and (b) integral KAS models.
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Figure 4. Possible reactions between (a) Mg-Al-NO3, (b) Mg-Al-CO3 and (c) Mg-Zn-Al-CO3 with epoxy resin.
Figure 4. Possible reactions between (a) Mg-Al-NO3, (b) Mg-Al-CO3 and (c) Mg-Zn-Al-CO3 with epoxy resin.
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Figure 5. Comparison of experimental data with the kinetic models (Friedman and KAS) for prepared samples at a heating rate of 2 °C·min−1.
Figure 5. Comparison of experimental data with the kinetic models (Friedman and KAS) for prepared samples at a heating rate of 2 °C·min−1.
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Table 1. The values of αp, αm and αp obtained from the Málek model at various heating rates.
Table 1. The values of αp, αm and αp obtained from the Málek model at various heating rates.
DesignationHeating Rate (°C·min−1)αpαmαp
EP20.4930.1990.519
50.4890.1820.544
70.4810.1860.529
100.5610.2150.532
EP/Mg-Al-CO320.4960.1790.529
50.5130.1490.523
70.5360.1470.531
100.5160.1370.537
EP/Mg-Al-NO320.5020.1340.531
50.6840.1360.546
70.6480.0950.530
100.6680.0090.545
EP/Mg-Zn-Al-CO320.4940.1220.527
50.5440.0920.532
70.5920.0950.532
100.5360.0920.533
Table 2. The kinetic parameters obtained for the curing of the prepared samples based on the Friedman and KAS methods at different heating rates.
Table 2. The kinetic parameters obtained for the curing of the prepared samples based on the Friedman and KAS methods at different heating rates.
DesignationHeating Rate (°C·min−1)Ēα (kJ/mol)ln(A) (1/s)Mean (1/s)mMeannMean
Friedman method
EP249.3815.4415.530.4370.4411.4061.426
515.640.4461.410
715.480.3901.422
1015.550.4911.465
EP/Mg-Al-CO3251.0715.7315.700.3130.2311.3271.27
515.830.1891.259
715.630.2051.230
1015.630.2161.265
EP/Mg-Al-NO3255.0817.4417.310.3480.3001.5271.436
517.300.3241.380
717.190.2281.396
1017.330.2981.440
EP/Mg-Zn-Al-CO3255.8817.3617.330.2060.1761.3451.329
517.300.1581.310
717.330.1691.321
1017.320.1721.341
KAS method
EP254.3717.1617.170.3890.3861.4501.469
517.290.3911.452
717.100.3351.468
1017.130.4301.507
EP/Mg-Al-CO3252.7616.3116.260.2950.2121.3421.285
516.390.1691.275
716.170.1871.245
1016.170.1951.280
EP/Mg-Al-NO3258.8618.7518.560.3090.2541.5621.468
518.540.2791.410
718.410.1811.430
1018.540.2481.472
EP/Mg-Zn-Al-CO3258.4718.2518.180.1780.1451.3681.352
518.150.1271.333
718.170.1371.344
1018.140.1401.364
Table 3. The kinetic parameters obtained for the studied systems.
Table 3. The kinetic parameters obtained for the studied systems.
Sample CodeCure StateĒα (kJ/mol) (Friedman)Ēα (kJ/mol)
(KAS)
(kJ/mol)
(FWO)
EP-49.3854.3755.74
EP/Mg-Al-CO3Poor51.0752.7654.60
EP/Mg-Al-NO3Excellent55.0858.8658.47
EP/Mg-Zn-Al-CO3Poor55.8858.4760.59

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Karami, Z.; Paran, S.M.R.; Vijayan P., P.; Ganjali, M.R.; Jouyandeh, M.; Esmaeili, A.; Habibzadeh, S.; J. Stadler, F.; Saeb, M.R. A Comparative Study on Cure Kinetics of Layered Double Hydroxide (LDH)/Epoxy Nanocomposites. J. Compos. Sci. 2020, 4, 111. https://doi.org/10.3390/jcs4030111

AMA Style

Karami Z, Paran SMR, Vijayan P. P, Ganjali MR, Jouyandeh M, Esmaeili A, Habibzadeh S, J. Stadler F, Saeb MR. A Comparative Study on Cure Kinetics of Layered Double Hydroxide (LDH)/Epoxy Nanocomposites. Journal of Composites Science. 2020; 4(3):111. https://doi.org/10.3390/jcs4030111

Chicago/Turabian Style

Karami, Zohre, Seyed Mohammad Reza Paran, Poornima Vijayan P., Mohammad Reza Ganjali, Maryam Jouyandeh, Amin Esmaeili, Sajjad Habibzadeh, Florian J. Stadler, and Mohammad Reza Saeb. 2020. "A Comparative Study on Cure Kinetics of Layered Double Hydroxide (LDH)/Epoxy Nanocomposites" Journal of Composites Science 4, no. 3: 111. https://doi.org/10.3390/jcs4030111

APA Style

Karami, Z., Paran, S. M. R., Vijayan P., P., Ganjali, M. R., Jouyandeh, M., Esmaeili, A., Habibzadeh, S., J. Stadler, F., & Saeb, M. R. (2020). A Comparative Study on Cure Kinetics of Layered Double Hydroxide (LDH)/Epoxy Nanocomposites. Journal of Composites Science, 4(3), 111. https://doi.org/10.3390/jcs4030111

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