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Journal ArticleDOI

On the determination of thermal degradation effects and detection techniques for thermoplastic composites obtained by automatic lamination

TL;DR: In this article, a general kinetic equation that describes the degradation of the material with temperature has been proposed and validated using a combination of in-situ and ex-Situ experimental techniques, including kinetic modelling, not only provides reliable information about degradation but also allows setting optimal processing conditions.
Abstract: Automatic lay-up and in-situ consolidation with thermoplastic composite materials is a technology under research for its expected use in the profitable manufacturing of structural aeronautical parts. This study is devoted to analysing the possible effects of thermal degradation produced by this manufacturing technique. Rheological measurements showed that there is negligible degradation in PEEK for the temperatures reached during the process. Thermogravimetric analysis under linear heating and constant rate conditions show that thermal degradation is a complex process with a number of overlapping steps. A general kinetic equation that describes the degradation of the material with temperature has been proposed and validated. Attenuated total reflectance Fourier transform infrared spectroscopy and X-ray photoelectron spectroscopy confirmed that there is no remarkable degradation. The use of a combination of in-situ and ex-situ experimental techniques, including kinetic modelling, not only provides reliable information about degradation but also allows setting optimal processing conditions.

Summary (2 min read)

1. Introduction

  • With the goal of industrial application of thermoplastic composite materials in aeronautics, similar techniques to those used with thermosets (automatic tape placement, fibre placement) should be fine-tuned taking into account their demonstrated success in aircraft [1] .
  • Current automatic lamination with thermoplastic composite materials attempts to reach full consolidation in only one-step, avoiding the secondary use of an autoclave.
  • Its glass transition temperature appears at around 416 K and its melting point is 616 K. Moreover, above 723 K, 4-phenoxyphenol and 1,4diphenoxybenzene are detected, showing chain scission thermal degradation [15] .
  • For a proper kinetic model, a specific monitoring parameter (mass loss, linkage % content, molecular weight, or viscosity) should be considered.
  • Degradation kinetics permit one to obtain a mathematical formula that relates the extension of conversion (degradation by means of different parameters) to time-temperature profiles.

2. Theoretical background of thermal degradation kinetics

  • Equation 1 is commonly used for studying the kinetics of solid-state reactions [31] : EQUATION ) where A is the pre-exponential Arrhenius factor, E a the activation energy, α the reacted fraction or conversion, dα/dt the reaction rate, and f(α) the kinetic model.
  • The left-hand side of the equation is plotted against ; the plot consists of straight lines linked to each conversion value and with a number of points that depends on the number of heating programs used.
  • Thus, after deconvoluting the experimental curves for each heating rate, they are analysed independently for each degradation stage [36] .
  • For the combined kinetic analysis methodology, the general kinetic equation is converted into the linear form shown in Equation 4: EQUATION Afterwards, the values of the activation energy and pre-exponential factor are obtained from the slope and the intercept of the straight line.

3.1 Materials

  • To study the thermal degradation process experienced by the carbon fibre/thermoplastic material used in automatic lamination and in-situ consolidation manufacturing processes, tests have been conducted on a neat PEEK resin (without treatment) and the CF/PEEK composite material.
  • Thus, two different materials have been used in this study, neat polymer PEEK 450G Victrex in pellet form and APC2/AS4 Solvay pre-impregnated PEEK/long carbon fibre material, with fibre content close to 60% in volume.
  • The studied samples were classified as shown in Table 1 for the sake of clarity.
  • For the preimpregnated material, it was studied as received (sample C3) and after laser irradiation treatment (samples C4 and C5).
  • An operator, based on noncontact indications given by thermographic camera, controlled the applied power supplied by a 500 W laser with a wave length of 980 nm.

3.2 Characterisation techniques

  • -FTIR Several samples were analysed by attenuated total reflection Fourier transform infrared spectroscopy (ATR-FTIR) using a Nicolet iN10/Nicolet iZ10 instrument from Thermo Scientific.
  • The experiments were carried out on the TGA residual coded as C2* and over small square samples of around 15x15mm of unidirectional carbon fibre/PEEK (APC2/AS4), in transversal direction to the fibre.
  • The foundation of this methodology is maintaining the reaction rate at a desired value using a control system that regulates the furnace temperature.
  • It has been demonstrated that the shape of the α-T curves obtained by CRTA allows elucidating the kinetic model followed by the process [41] [42] [43] .
  • The material was placed in the rheometer in the shape of pellets, mass quantity was variable attempting to obtain meniscus and similar values for gap.

4. Results and discussion

  • In order to understand the possible thermal degradation experienced by the carbon fibre/thermoplastic material during the lamination and in-situ consolidation manufacturing process using laser treatment, several strategies have been used.
  • On the other hand, rheological properties, such as complex viscosity, are quite sensitive to chain modifications (scission, branching, cross-linking) and are suitable parameters for monitoring thermal degradation [47] [48] [49] .
  • Different heating schedules have been proposed in literature, with linear heating being the most conventional schedule used.
  • The deconvolution of the peaks was carried out by using the software Fityk and the Fraser-Suzuki equation, as recommended for working with kinetic curves because they are asymmetric [34, 54] .
  • A nearly perfect match up to 30% of degradation is obtained between the simulated and the experimental curves, which indicates that the deconvolution and the kinetic triplets obtained for each degradation stage of PEEK in air are reliable.

5. Conclusions

  • The thermal degradation of PEEK in air was studied under in-situ heating conditions by means of rheological and thermogravimetric measurements.
  • Only for the maximum studied temperature, 753 K, a significant increase in cross-linkage was observed after a long induction period, whereas for lower temperatures, the increase in cross-linkage was quite small, indicating negligible degradation.
  • From the analysis, a general equation that describes the degradation rate as a function of temperature was proposed.
  • The model predicted negligible degradation under these conditions.
  • Therefore, by a combination of experimental measurements and kinetic simulation, the optimum processing conditions for lay-up and in-situ consolidation of carbon fibre-PEEK composites could be established.

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1
On the determination of thermal degradation effects and detection 1
techniques for thermoplastic composites obtained by automatic lamination 2
M.I. Martín
1
, F. Rodríguez-Lence
1
, A. Güemes
2
, A. Fernández-López
2
, L.A. Pérez-3
Maqueda
3
, A. Perejón
3,4
4
1
FIDAMC, Foundation for the Research, Development and Application of Composite 5
Materials, Avda. Rita Levi Montalcini, 29, Tecnogetafe 28906 Getafe (Madrid), Spain; 6
2
Departamento de Materiales y Producción Aeroespacial, E.T.S.I. Aeronáutica y del 7
Espacio, Universidad Politécnica de Madrid, Pza. de Cardenal Cisneros 3, 28040 8
Madrid, Spain; 9
3
Instituto de Ciencia de Materiales de Sevilla (C.S.I.C. – Universidad de Sevilla). C. 10
Américo Vespucio 49, Sevilla 41092. Spain; 11
4
Departamento de Química Inorgánica, Facultad de Química, Universidad de Sevilla, 12
Sevilla 41071, Spain 13
14
15
Abstract 16
Automatic lay-up and in-situ consolidation with thermoplastic composite materials is a 17
technology under research for its expected use in the profitable manufacturing of structural 18
aeronautical parts. This study is devoted to analysing the possible effects of thermal degradation 19
produced by this manufacturing technique. 20
Rheological measurements showed that there is negligible degradation in PEEK for the 21
temperatures reached during the process. Thermogravimetric analysis under linear heating and 22
constant rate conditions show that thermal degradation is a complex process with a number of 23
overlapping steps. A general kinetic equation that describes the degradation of the material with 24
temperature has been proposed and validated. Attenuated total reflectance Fourier transform 25
infrared spectroscopy and X-ray photoelectron spectroscopy confirmed that there is no 26
remarkable degradation. The use of a combination of in-situ and ex-situ experimental techniques, 27
including kinetic modelling, not only provides reliable information about degradation but also 28
allows setting optimal processing conditions. 29
30
31
Keywords: Polymer-matrix composites (PMCs); Automated fibre placement (AFP); Process 32
Modeling 33
34
35

2
1. Introduction 36
With the goal of industrial application of thermoplastic composite materials in aeronautics, 37
similar techniques to those used with thermosets (automatic tape placement, fibre placement) 38
should be fine-tuned taking into account their demonstrated success in aircraft [1]. Current 39
automatic lamination with thermoplastic composite materials attempts to reach full consolidation 40
in only one-step, avoiding the secondary use of an autoclave. However, the lack of tackiness in 41
the material forces the use of heat sources that apply a punctual or surficial heating that lasts only 42
several seconds. 43
The operating principle of these machines is the sequential heating of individual layers before 44
being placed in contact with the pre-positioned layer for the production of laminates of different 45
shapes and ply orientations. Different heating sources have been used, with diode laser being a 46
preferred solution [2]. After heating to the melting temperature of the polymer, the layers are 47
compacted by a deformable roller. 48
Establishing the proper limits for the parameters interacting in the control loop of automatic lay-49
up and in-situ consolidation is a complicated task, owing to their coupling. Mathematical models 50
defining the responses of the material to these specific effects are needed. These models depend 51
on the way the specific effects are described, and the property used for their calculation. Diverse 52
effects should be estimated in advance, creating models that contemplate thresholds whilst 53
reaching the required power and speed, for acceptable levels of degradation, crystallization, 54
bonding, and so on [3]. Finally, the control system should implement all of them, giving proper 55
impact ranges and estimating the degree of deviation from the ideal result. 56
Owing to the elevated requirements imposed by aeronautics, high-performance thermoplastics 57
such as those in the poly-aryl-ether-ketone (PAEK) family are the focus of most of the lamination 58
endeavours to set up this manufacturing technology [4–9], with the exception of some works 59
devoted to the application of PPS (poly- phenylene-sulphide) [5,10,11], PEI ( polyetherimide) 60
[12], and current works with PA (polyamide) [13,14]. Poly-ether-ether-ketone (PEEK) is a linear, 61
aromatic, semi-crystalline thermoplastic polymer with excellent thermal stability, chemical 62
resistance, and mechanical properties. Its glass transition temperature appears at around 416 K 63
and its melting point is 616 K. Moreover, above 723 K, 4-phenoxyphenol and 1,4-64
diphenoxybenzene are detected, showing chain scission thermal degradation [15]. Other authors 65
suggest that the degradation produces cross-linking in the matr
ix structure, especially under an 66
oxidative atmosphere, which affects the viscosity and the ability to crystallize [16,17]. The 67
atmosphere has an important effect on the degradation, with differences in the time required for 68
degradation at the same temperature as high as 16% in either inert or oxidative atmospheres [18]. 69
70
For the automatic lamination processes of carbon fibre/PEEK composites (CF/PEEK), 71
temperatures in the range from 623 K to 673 K, or even higher, should be applied to achieve 72
melting and bonding among layers. Thus, the processing temperature is very close to the onset of 73
degradation [18]. Moreover, considering that the temperature control is manual, instances of 74
overheating could discretely appear, thereby changing the material elementary structure. 75
Considering the normal trends in automatic lamination with carbon fibre-reinforced 76
thermoplastics, the relevant speeds of lamination differ from consulted groups of study. As a 77
parameter still under analysis, it is possible to find values as low as 10 mm/s [19] and as high as 78
400 mm/s [20], which imply times of maximum temperature stabilization in the range of seconds, 79

3
depending on the heating spot. Additionally, there is an important effect of polymer molecular 80
weight, which affects the capacity of chains to move and, therefore, the maintenance time needed 81
to reach full healing. Thus, for the sake of establishing comparisons, all these parameters should 82
be carefully considered. Owing to the fact that thermal degradation is not only affected by 83
temperature but, also by the dwell time at this temperature, both parameters should be considered 84
in any degradation model. For a proper kinetic model, a specific monitoring parameter (mass loss, 85
linkage % content, molecular weight, or viscosity) should be considered. 86
Degradation kinetics permit one to obtain a mathematical formula that relates the extension of 87
conversion (degradation by means of different parameters) to time–temperature profiles. Kinetic 88
thermal analysis is a powerful tool, which is widely employed to estimate in advance the 89
behaviour of a material subjected to a specific thermal process condition. It is a valuable tool in 90
many scientific branches and has already been used with PEEK [15,21,22]. 91
In particular, for the PAEK family, several studies have tried to obtain information about the 92
degradation mechanisms. Most of them focused on the detection and explanation of the 93
degradation mechanism from a physical-chemical point of view [16,23–26] and a low number of 94
works elucidate the kinetic model. Some of them, related to kinetics, are focused on pyrolytic 95
tests [27], oxidative atmosphere tests [28], or both. In the particular case of oxidative degradation, 96
the authors consider that there are only two mechanisms interacting from the beginning (0% mass 97
loss) to the end (100% mass loss). Nevertheless, the great dispersion observed in activation 98
energies, even for the first 30% of mass loss, suggests the presence of more than one mechanism 99
in this small range. 100
Furthermore, there are many works reporting that, before the appearance of any kind of 101
measurable degradation by mass loss, PEEK already experiences modifications that affect its 102
structure. This effect is related to the unstable behaviour of ether and carbonyl groups, which is 103
mainly detectable by rheological testing and by appreciable changes in the crystallization 104
behaviour [17,29]. Other authors consider that mass loss fails when one tries to associate its 105
appearance with detrimental mechanical properties [30]. 106
This study aims to analyse several effects in PEEK degradation and CF/PEEK composites. It 107
includes different experimental measurements for the determination of possible degradation 108
effects after diode-laser-irradiation processing of the composite material. Moreover, a simplified 109
kinetic equation is proposed that predicts the behaviour of neat resin under any heating profile by 110
considering two monitoring parameters independently: mass loss
and viscosity changes. 111
2. Theoretical background of thermal degradation kinetics 112
Equation 1 is commonly used for studying the kinetics of solid-state reactions [31]: 113
𝑑𝛼
𝑑𝑡
𝐴
𝑒𝑥𝑝
𝐸
𝑅𝑇
𝑓
󰇛
𝛼
󰇜
(1)
where A is the pre-exponential Arrhenius factor, E
a
the activation energy, α the reacted fraction 114
or conversion, dα/dt the reaction rate, and f(α) the kinetic model. 115
This equation can be rewritten considering the evolution of conversion with temperature instead 116
of its time dependency, by means of the reaction rate, 𝛽. 117

4
𝑑𝛼
𝑑𝑇
𝐴
𝛽
𝑒𝑥𝑝
𝐸
𝑅𝑇
𝑓
󰇛𝛼󰇜
(2)
From Equation 2, it follows that it is necessary to obtain the values of the kinetic triplet (A, E
a,
, 118
f(α)) in order to complete the information that properly describes the kinetics of a reaction. 119
The use of the so-called ‘isoconversional’ methods facilitates this task, because the reaction rate 120
at a constant extent of conversion is considered to be only a function of temperature. Thus, the 121
activation energy values can be extracted without any consideration of the reaction model. One 122
of the most used differential isocoversional methods is that of Friedman [31], which for 123
nonisothermal heating programs, has the form (3): 124
𝑙𝑛 󰇟𝛽
𝑑𝛼
𝑑𝑇
,
󰇠𝑙𝑛󰇟
󰇛
𝑓
󰇛
𝛼
󰇜
𝐴
󰇠
𝐸
𝑅𝑇
,
(3)
The index irepresents each of the set of dynamic heating programs used for the analysis. The 125
left-hand side of the equation is plotted against

; the plot consists of straight lines linked to 126
each conversion value and with a number of points that depends on the number of heating 127
programs used. The slope of the lines gives the value of the activation energy 𝐸
. 128
Polymer thermal degradation is usually described by complex mechanisms depending on the 129
number of reactions implied [32]. The presence of multiple reactions complicates the application 130
of isoconversional methods in order to obtain the activation energy, whose evolution is highly 131
dependent on conversion. For this reason, it is not realistic to determine the corresponding 132
activation energy values for each stage using the isoconversional methodology. It is important to 133
clarify that the interaction of simple individual mechanisms is not certified by the fact that a 134
constant activation energy with respect to conversion was obtained, because in any case, a deeper 135
analysis is needed [33]. 136
Attempting to overcome the difficulties when more than one stage is involved in the overall 137
process, several solutions have been suggested. One of these solutions considers the 138
deconvolution of the experimental curves of the reaction rate (


) into different subcurves that 139
represent each stage individually [34,35]. This methodology is applied in the present work in an 140
attempt to obtain the equation that describes the thermal degradation of PEEK. 141
Thus, after deconvoluting the experimental curves for each heating rate, they are analysed 142
independently for each degradation stage [36]. The calculus of the kinetic triplet is based on the 143
combined kinetic analysis method [37]. For the combined kinetic analysis methodology, the 144
general kinetic equation is converted into the linear form shown in Equation 4: 145
ln
󰇣


󰇛
󰇜
󰇤
ln
󰇛
𝑐𝐴
󰇜

(4)
However, the plot of the left-hand side of this equation versus the inverse of the temperature yields 146
a straight line only if the correct kinetic function, 𝑓
󰇛
𝛼
󰇜
is considered. Moreover, the proposed 147
kinetic functions are idealized physical models that may not be useful for all the solid-state 148
reactions, in which factors such as the particle size, the particle shape, etc. have an important 149
influence on the reaction mechanism. It has been demonstrated that this limitations can be 150
overcome if the modified Sestak-Berggren equation is considered as 𝑓
󰇛
𝛼
󰇜
: 151

5
𝑓
󰇛
𝛼
󰇜
𝛼
󰇛
1𝛼
󰇜
(5)
Thus, it has been shown that this expression fits all f(α) corresponding to the ideal kinetic models 152
proposed in the literature and even their deviations from the ideal conditions [38]., by adjusting
153
the parameters c, n and m. Equivalent reduced Sestak-Berggren equations for each ideal kinetic 154
model have been proposed [38]. Substituting equation (5) into equation (4) the general kinetic 155
expression for the combined kinetic analysis method is obtained: 156
ln
󰇣


󰇛

󰇜
󰇤
ln
󰇛
𝑐𝐴
󰇜

(6)
157
The kinetic triplet is obtained by plotting the left-hand side of Equation 6 against reciprocal 158
temperature, independently for all the experimental data corresponding to each degradation stage. 159
From the values of n and m that give the best linearity fit, the kinetic model followed by each 160
decomposition stage is obtained. The linearity is evaluated by the coefficient of linear correlation. 161
Afterwards, the values of the activation energy and pre-exponential factor are obtained from the 162
slope and the intercept of the straight line. Normal ranges of α considered for optimisation are 163
0.1–0.9 or 0.05–0.95 in order to avoid experimental errors that are more relevant for low and high 164
values of α [37,39]. 165
166
3. Experimental 167
168
3.1 Materials 169
To study the thermal degradation process experienced by the carbon fibre/thermoplastic material 170
used in automatic lamination and in-situ consolidation manufacturing processes, tests have been 171
conducted on a neat PEEK resin (without treatment) and the CF/PEEK composite material. Thus, 172
two different materials have been used in this study, neat polymer PEEK 450G Victrex in pellet 173
form and APC2/AS4 Solvay pre-impregnated PEEK/long carbon fibre material, with fibre content 174
close to 60% in volume. 175
Both materials were tested as received by the supplier (without any treatment) and after being 176
processed by a specific manufacturing technique. The studied samples were classified as shown 177
in Table 1 for the sake of clarity. The neat PEEK resin was studied as received (sample C1) and 178
after reaching 2% degradation (sample C2). In the latter case, the sample was heated in the 179
thermogravimetric analysis (TGA) apparatus up to the point when the degradation, measured as 180
the mass loss, reached 2%; it was then quenched to room temperature (~298𝐾). For the pre-181
impregnated material, it was studied as received (sample C3) and after laser irradiation treatment 182
(samples C4 and C5). Diode-laser-irradiated samples were prepared using a gantry style machine 183
developed by MTorres (Pamplona, Spain) using a 500 N compaction force and a speed of 1 mm 184
min
−1
. An operator, based on noncontact indications given by thermographic camera, controlled 185
the applied power supplied by a 500 W laser with a wave length of 980 nm. Sample C4 was 186
irradiated with low energy (normal operation conditions) that induces a sample temperature in the 187
range of 623–673 K, whereas sample C5 was irradiated with higher energy (over-irradiation 188
conditions) inducing a higher sample temperature, in the range of 673–723 K. 189

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References
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TL;DR: In this article, the authors have developed recommendations for reliable evaluation of kinetic parameters (the activation energy, the preexponential factor, and the reaction model) from the data obtained by means of thermal analysis methods such as TGA, differential scanning calorimetry (DSC), and differential thermal analysis (DTA).

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"On the determination of thermal deg..." refers background or methods in this paper

  • ... Mean activation energy and deviation (for each value of conversion) for the first three stages of the 506  thermal decomposition of PEEK 450G (C1) calculated by the Friedman isoconversional method....

    [...]

  • ...The method relies 333  on the plot of the left-hand side of the Friedman equation (3) against reciprocal temperature for 334  the different heating programs used over a specific range of conversion values....

    [...]

  • ...331  332  The Friedman isoconversional method was applied to each of the three stages....

    [...]

  • ...One 122  of the most used differential isocoversional methods is that of Friedman [31], which for 123  nonisothermal heating programs, has the form (3): 124  𝑙𝑛 𝛽 𝑑𝛼𝑑𝑇 , 𝑙𝑛 𝑓 𝛼 𝐴 𝐸 𝑅𝑇 , (3) The index ‘i’ represents each of the set of dynamic heating programs used for the analysis....

    [...]

  • ...One 122 of the most used differential isocoversional methods is that of Friedman [31], which for 123 nonisothermal heating programs, has the form (3): 124 ln β dα dT , ln f α A E RT , (3)...

    [...]

Journal ArticleDOI
TL;DR: A method that involves the deconvolution of the individual processes from the overall differential kinetic curves obtained under linear heating rate conditions, followed by the kinetic analysis of the discrete processes using combined kinetic analysis, is proposed.
Abstract: The kinetic analysis of complex solid-state reactions that involve simultaneous overlapping processes is challenging. A method that involves the deconvolution of the individual processes from the overall differential kinetic curves obtained under linear heating rate conditions, followed by the kinetic analysis of the discrete processes using combined kinetic analysis, is proposed. Different conventional mathematical fitting functions have been tested for deconvolution, paying special attention to the shape analysis of the kinetic curves. It has been shown that many conventional mathematical curves such as the Gaussian and Lorentzian ones fit kinetic curves inaccurately and the subsequent kinetic analysis yields incorrect kinetic parameters. Alternatively, other fitting functions such as the Fraser-Suzuki one properly fit the kinetic curves independently of the kinetic model followed by the reaction and their kinetic parameters, and moreover, the subsequent kinetic analysis yields the correct kinetic parameters. The method has been tested with the kinetic analysis of complex processes, both simulated and experimental.

319 citations


"On the determination of thermal deg..." refers background or methods in this paper

  • ...One of these solutions considers the 138 deconvolution of the experimental curves of the reaction rate ( ) into different subcurves that 139 represent each stage individually [34,35]....

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  • ...The deconvolution of the peaks was carried out by using the 318 software Fityk and the Fraser–Suzuki equation, as recommended for working with kinetic curves 319 because they are asymmetric [34,54]....

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Journal ArticleDOI
TL;DR: A modification in the combined kinetic analysis is proposed by using an empirical equation that fits every f(alpha) of the ideal kinetic models most extensively used in the literature and even their deviations produced by particle size distributions or heterogeneities in particle morphologies.
Abstract: The combined kinetic analysis implies a simultaneous analysis of experimental data representative of the forward solid-state reaction obtained under any experimental conditions. The analysis is based on the fact that when a solid-state reaction is described by a single activation energy, preexponetial factor and kinetic model, every experimental T-alpha-dalpha/dt triplet should fit the general differential equation independently of the experimental conditions used for recording such a triplet. Thus, only the correct kinetic model would fit all of the experimental data yielding a unique activation energy and preexponential factor. Nevertheless, a limitation of the method should be considered; thus, the proposed solid-state kinetic models have been derived by supposing ideal conditions, such as unique particle size and morphology. In real systems, deviations from such ideal conditions are expected, and therefore, experimental data might deviate from ideal equations. In this paper, we propose a modification in the combined kinetic analysis by using an empirical equation that fits every f(alpha) of the ideal kinetic models most extensively used in the literature and even their deviations produced by particle size distributions or heterogeneities in particle morphologies. The procedure here proposed allows the combined kinetic analysis of data obtained under any experimental conditions without any previous assumption about the kinetic model followed by the reaction. The procedure has been verified with simulated and experimental data.

238 citations


"On the determination of thermal deg..." refers background in this paper

  • ...Equivalent reduced Sestak-Berggren equations for each ideal kinetic 154 model have been proposed [38]....

    [...]

  • ...Thus, it has been shown that this expression fits all f(α) corresponding to the ideal kinetic models 152 proposed in the literature and even their deviations from the ideal conditions [38]....

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Journal ArticleDOI
TL;DR: In this article, a critical study of the use of isoconversional methods for the kinetic analysis of non-isothermal data corresponding to processes with either a real or an apparent variation of the activation energy, E, with the reacted fraction, α, has been carried out using for the first time simulated curves.
Abstract: A critical study of the use of isoconversional methods for the kinetic analysis of non-isothermal data corresponding to processes with either a real or an apparent variation of the activation energy, E, with the reacted fraction, α, has been carried out using for the first time simulated curves It has been shown that the activation energies obtained from model-free methods are independent of the heating rate However, the activation energy shows a very strong dependence of the range of heating rates used for simulating the curves if the apparent change of E with α is caused by overlapping processes with different individual activation energies This criterion perhaps could be used for determining if a real dependence between E and α is really occurring

153 citations


"On the determination of thermal deg..." refers background or methods in this paper

  • ...It is important to 133 clarify that the interaction of simple individual mechanisms is not certified by the fact that a 134 constant activation energy with respect to conversion was obtained, because in any case, a deeper 135 analysis is needed [33]....

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  • ...The contribution of each stage to the overall degradation process was determined from the area 326 under the T peaks, and it was observed that they remain constant, independently of the 327 heating rate, with values of: 2% (first stage), 6% (second stage), and 22% (third stage), in 328 agreement with the contributions estimated by CRTA, which suggests that the three stages are 329 independent [33]....

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Journal ArticleDOI
TL;DR: In this paper, carbon fiber-pEEK laminates, manufactured by laser-assisted ATP (LATP) and autoclave, are compared and it is shown that LATP cooling rates are extremely rapid and suggests full through-thickness melting of the pre-preg tape may not occur.
Abstract: Obtaining autoclave-level mechanical properties using in-situ consolidation of thermoplastic composites by Automated Tape Placement (ATP) is challenging. However, relatively recent availability of high quality ATP grade pre-preg material and tape heads equipped with more efficient heat sources (e.g. lasers) offers an opportunity to achieve improved mechanical properties and deposition rates. In the present study, carbon fibre–PEEK laminates, manufactured by laser-assisted ATP (LATP) and autoclave, are compared. Analysis of the through-thickness temperature distribution during LATP processing using thermocouples indicates that LATP cooling rates are extremely rapid and suggests full through-thickness melting of the pre-preg tape may not occur. Inadequate crystallinity, in conjunction with voids, compromised mechanical properties compared to autoclaved laminates but was beneficial in terms of the toughness of LATP laminates. Optimisation of pre-preg properties and processing parameters is required to realise the full potential of the LATP process in terms of mechanical properties, energy requirements, cost and deposition rates.

142 citations

Frequently Asked Questions (11)
Q1. What was used as a degradation monitoring parameter for in situ measurements at a constant temperature?

The variation in complex viscosity was used 435  as a degradation monitoring parameter for in situ measurements at a constant temperature. 

This study is devoted to analysing the possible effects of thermal degradation 19 produced by this manufacturing technique. The use of a combination of in-situ and ex-situ experimental techniques, 27 including kinetic modelling, not only provides reliable information about degradation but also 28 allows setting optimal processing conditions. 

159  From the values of n and m that give the best linearity fit, the kinetic model followed by each 160  decomposition stage is obtained. 

The 418  main information was extracted from the band of binding energies corresponding to C1s after 419  applying deconvolution by using Fityk software and Gaussian functions (the O1s information was 420  discarded owing to the ambiguity of fitting) [60]. 

The 67  atmosphere has an important effect on the degradation, with differences in the time required for 68  degradation at the same temperature as high as 16% in either inert or oxidative atmospheres [18]. 

the proposed 147  kinetic functions are idealized physical models that may not be useful for all the solid-state 148  reactions, in which factors such as the particle size, the particle shape, etc. have an important 149  influence on the reaction mechanism. 

the great dispersion observed in activation 98  energies, even for the first 30% of mass loss, suggests the presence of more than one mechanism 99  in this small range. 

To study the thermal degradation process experienced by the carbon fibre/thermoplastic material 170  used in automatic lamination and in-situ consolidation manufacturing processes, tests have been 171  conducted on a neat PEEK resin (without treatment) and the CF/PEEK composite material. 

To further validate these predictions, samples subjected to either conventional 384  thermal degradation or laser treatment were investigated by other ex-situ experimental techniques, 385  namely FTIR and XPS 386 

Different heating schedules have been proposed 284  in literature, with linear heating being the most conventional schedule used. 

This methodology was applied to the first three stages that 315  correspond to a mass degradation percentage of 30% (α = 0.3), which is more than enough to 316  consider a detrimental effect in the polymer.