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The Relaxation Model of Relation between Elastic Modulus and Thermal Expansivity of Thermosetting Polymers’ and Frps’

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09 January 2023

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13 January 2023

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Abstract
This research is completed in development of researches devoted to relations between elastic modulus (MoE) and thermal expansivity (CTe) of different materials. This study experimentally confirmed the relation of MoE and CTe for thermosetting polymers and FRPs both under normal and heating temperatures. As the thermosetting polymers, the epoxy compositions were used and glass fiber and mineral additives for FRP. The experiment was based on dilatometric and elastic deformations’ testing. Also, the relaxation model of MoE/CTe was proposed, that is based on physical properties of polymers’ supramolecular structures. The comparative analyzing of MoE/CTes’ different models is done. The most accurate models are determined, and the relaxation model has demonstrated the high accuracy.
Keywords: 
Subject: Chemistry and Materials Science  -   Polymers and Plastics

1. Introduction

The prediction of various, including polymer, composite structures’ elastic properties under normal and heating temperatures is very actual in design of such structures, especially subjected to transient thermomechanical actions. Thermal expansivity (TE) and elasticity are the main properties characterizing the deformability of composite and the significant factors of polymers and FRPs’ thermal stresses developing in real structures during exploitation [1,2,3,4]. Thus, the adequate relation between thermal expansibility and elasticity of material provides the decision of many design tasks. The basic parameter of thermal expansivity is coefficient of TE (CTE), and the basic parameter of elasticity is the modulus of elasticity (MoE). Several researches demonstrated the approximation of relation between MoE and CTE for different materials, including metals, minerals, glasses, polymers and plastics. The most famous research of this is the study of R.E. Barker Jr [5].
In Barker’s study common research of TE-MoE relation completed with following results [5]:
  • The groups of absolutely different materials with approximated TE-MoE relation are determined, and glassed materials, including polymers and FRP, are in this number.
  • The approximated CTE ( )-MoE ( E ) relation under normal temperature is suggested with following formula
    E 2 = 150 d y n c m 2 × 0 K 2 .
  • The theoretical energy model of TE-MoE relation is proposed. The theory is based on bonds’ harmonical/unharmonical vibrations frequencies determination. As the more directly related with the main sequence rule the following function with heat capacities (C) and temperature (T) factors is proposed
C p C v = 2 E T T
Analyzing these scientific results and taking into account properties of polymers and FRPs, the following developing questions appear:
  • What is the accuracy of approximated CTE-MoE relation for thermosetting polymers and FRPs’? Research data includes the wide variety of approximation.
  • Is the approximated CTE-MoE relation depending on temperature? The fact relation (1) between CTE and MoE is not depending on temperature, but the Barker’s theory model (2) has the temperature factor.
  • Could be the CTE-MoE relation model be realized on the base of physical properties of polymer supramolecular structure? The energy model is very difficult to application and practical prediction of composites’ elasticity or expansion.
Few studies concerned with relationship of thermal expansivity and elasticity of polymers and plastics. The most of them discover this problem in the research area of stress relaxation under thermal heating [6,7,8,9,10].
Thermal expanding is usual for glassed polymers and characterized by CTE, but many researches points to the relationship between CTE and heating temperature. Experimental studies of the polymers’ CTE temperature dependence (including epoxy polymers) presented that the temperature expansion depends significantly not only on the temperature range [11,12,13,14,15,16,17], but also on the rate of temperature change [18]. It is also noted the presence of static stresses during cyclic tests (heating cooling), which leads to a hysteresis effect on the curve of the relationship between the deformations and temperature.
In most cases these phenomena described by the polymer molecules confirmation mechanisms concluded in 3D molecule replacement and distribution changing influencing changing of CTE [19,20,21,22]. So, the polymer molecules confirmation mechanism results in simultaneous CTE and MoE non-linear changing due to stress relaxation and expansivity compensation. According to the researches of elasticity of thermosetting polymers under heating the elasticity’s non-linear decreasing is a result of the following processes:
  • Polymer molecules thermo-expanding with their morphology and pack changes [23,24].
  • Inter-molecular bonds’ flexibility and torsion increasing under heating [25,26].
Thus, the relation between CTE and MoE can be realized as MoE function of CTE factor: MoE = f(CTE), where elasticity is a result of thermal expansion reason.
The authors’ previous researches [27,28] determined non-linear models of MoE and CTE of polymers and FRPs’ under heating. The models discover non-linearity as consequence of conglomerate character of two-phase supramolecular structures where interdomain (domain–phase 1) or inter-transition zone (ITZ–phase 2) determines thermal expansion compensation and stress relaxation during heating, so as these properties’ changing after prolonged heating and thermo-relaxation. Thermal expansion of polymer composites and hybrids is more complex due to influence of all components on summary expansion result.
It is important that non-linearity of MoE and CTE of polymers and FRPs under heating continues before achieving glass transition temperature (Tg). After Tg, polymers are losing their elasticity and CTE is getting linear temperature dependence. So, the Tg is the breaking point of thermosetting polymers and FRPs deformability’s models.
All this consideration led to the research aim to develop the model of relation between MoE and CTE of thermosetting polymers and PRPs on the base of supramolecular structures’ parameters. Accordingly, the following scientific tasks were formulated:
  • Experimental research of MoE and CTE of thermosetting polymers and FRPs under heating including Tg before and after thermo-relaxation to determine accuracy of approximated CTE-MoE relation.
  • Determination of the approximated CTE-MoE relations dependence on temperature and universality limits.
  • Realizing the supramolecular relaxation model as a function MoE = f(CTE) of CTE-MoE relation of thermosetting polymers and FRPs using previous experience in supramolecular modeling of composites elasticity and TE.

2. Materials and Methods

2.1. Materials

The materials used in this study were glassed polymers made of epoxy, phenolic, epoxy-phenolic resins and fiberglass plastics made of epoxy- and epoxy-phenolic resins and structural glass fabrics EZ-200 and T-23 (Table 1). In study were used new samples of repeated from previous studies (1, 2) and non-repeated compositions for providing the simultaneous MoE and CTe testing of the same series’ samples.
Epoxy binder (EP) for fiberglass plastic was made based on epoxy resin KER 828 (South Korea), which is an analog of the Russian resin ED-20, isomethyltetrahydrophthalic anhydride (ISOMTHFA) was used as a hardener, 2,4,6-tris-(dimethylaminomethyl)-phenol, produced under the brand name Alkophen was used as a curing gas pedal. The weight ratio of the ES components is as follows: KER 828-52.5 %, IZOMTGFA-44.5 %, Alcophene-3 %. The components described below were used to make the binders:
  • Epoxy resin KER 828, with the following main characteristics: Epoxy Group Content (EGC) 5308 mmol/kg, Epoxide Equivalent Weight (EEW) 188.5 g/eq, viscosity at 25 °C 12.7 Pa.s, HCl 116 mg/kg, and total chlorine 1011 mg/kg. Manufacturer: KUMHO P&B Chemicals, Gwangju, South Korea.
  • Hardener for epoxy resin methyl tetrahydrophthalic anhydride with the following main characteristics: viscosity at 25 °C 63 Pa.s, anhydride content 42.4%, volatile fraction content 0.55%, and free acid 0.1%. Manufacturer: ASAMBLY Chemicals company Ltd., Nanjing, China.
  • Alkofen (epoxy resin curing accelerator) with the following main characteristics: viscosity at 25 °C 150 Pa.s, molecular formula C15H27N3O, molecular weight 265, and amine value 600 mg KOH/g. Manufacturer: Epital JSC, Moscow, Russian Federation.
The components were mixed in the above proportions at room temperature of about 25 °C. Mixing to a homogeneous consistency was carried out mechanically with an electric drill with a mixing attachment.
Composites were produced by glass fibre and mineral additive introducing.
Glass fabric T-23 is produced in accordance with Russian standard GOST 19170-2001 and has the following characteristics:
-
thickness, 0.27 +0.01 / -0.02 mm;
-
Surface density, 260 +25 / -25 g/m2;
-
number of yarns per 1 cm of fabric on the basis 12 +/- 1;
-
number of yarns per 1 cm of fabric on the weft 8 +/- 1;
-
weave-plain;
-
oiling agent-aminosilane.
Mineral additive is the dry fly ash (FA) from Refta electric station with square surface 4500 cm2/g, dominating oxides are SiO2 (>70%), Al2O3 (>12%), Na2O+K2O (>6%).
Samples of fiberglass plastic and composites were made in the form of plates of 15 x 15 cm. Cut sheets of glass fabric EZ-200 were calcined at 300 0C to remove the paraffin oiling agent im-mediately before impregnation with the binder. Glass fabric T-23 was not calcined. In total, the samples had 10 layers of glass fabric laid according to the scheme 0 / 90 (base/weft).
Glass-reinforced plastic and composite specimens were cured at 120 0C for 20 minutes in silicone molds while being loaded through Teflon-coated metal plates at a pressure of about 0.22 kPa. The cured specimens were then kept at 150 0C for 12 hours. After that, beam samples were cut from the plates in the direction of the main axes of orthotropy, which were considered in this work.

2.2. Methods

2.2.1. Long Heat Treatment (Thermal Aging)

After curing, some of the fiberglass samples were exposed to prolonged exposure at elevated temperatures, while the control series was stored under normal conditions. The long-term curing (hereinafter referred to simply as "curing") of the samples at elevated temperatures was performed according to the following program: 168 hours (one week) at 160 °C, 168 hours at 190 °C, 168 hours at 220 °C. After the heat treatment, the samples were cooled at a rate of about 1 °C per minute to 50 °C, removed from the laboratory oven, weighed, and then weighed and tested for three-point bending at temperatures from 25 to 180 °C.

2.2.2. Dilatometric Investigation

Dilatometric investigation of polymer and FRP samples were made with dilatometer Netzsch DIL 402 C (Figure 1) for CTE of solid materials determination analogically to previous research [28], but with absolutely new samples, that provided the elasticity and TE testing from the same series’ samples.
Netzsch DIL 402 C technical characteristics:
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Temperature range: 20–1500°C
-
Colding and heating intensity: 0.01 °C /min – 50 K/min (5 К/min in experiment)
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Etalon: Al2O3
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Linear range: 500 mcm
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Sample length: max. 28 mm
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Sample diameter: max. 12 mm
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Expanding Δl accuracy: 0.125 nm
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Atmosphere: inertial dynamic argon with gas flowing controller
At Figure 2 the samples’ installation in dilatometer’s camera is shown. After the installation, the heating and thermal deformations of samples were controlled resulting in “temperature-relative deformation” curves, presented in experimental part.

2.2.3. Investigation of Elasticity Modulus Under Heating

Polymer samples were tested for three-point bending on a Tinius Olsen h100ku test machine (Switzerland) in a specially made small-sized chamber that provides heating and maintains the temperature up to 300 °C. Three-point bending tests were carried out according to GOST R 56810-2015 [18]. According to the passport data, the load measurement accuracy of the Tinius Olsen h100ku machine is ± 0,5% in the range from 0,2 to 100% of the allowable load of the installed force sensor (100 kN). The crosshead has a resolution of 0.001 mm with an accuracy of 0.01 mm. To eliminate the influence of machine stickiness, the displacement of the specimen center point under load was also controlled by a mechanical watch type indicator mounted under the specimen. The difference in displacement readings on the crosshead and the dial indicator did not exceed 2%. The specimens were tested at a span of 70 mm (Figure 2).

3. Results

3.1. Experiment Results

On the base of dilatometric and MoE under heating testing of the glassed thermosetting polymers, filled composites and FRP samples the thermal expanding and MoE curves depending on heating temperature (to 200 0С) were figured, and examples were presented at Figure 3, Figure 4, Figure 5 and Figure 6. Examples include the clear epoxy (EP), filled epoxy composite (EP+FA), FRP (EP+T23), and filled epoxy FRP variants (EP+T23+FA) before and after thermo-relaxation (TR). Testing of MoE and CTe included only new samples of one series for experiment clearance and modelling of MoE-CTe relation adequateness providing.
These results repeated and confirmed previous researches [27,28] and basic conclusions:
  • The polymers’ glassing temperature Tg can be determined using dilatation method by breaking point of thermal expansion (TE) where non-linear TE, with increasing CTE, becomes linear with constant CTE.
  • Under heating, after Tg, polymers and filled polymers loses their elasticity absolutely. Thermo-relaxed polymers, filled polymers and FRPs, after Tg, lose elasticity sharply but can keep it depending on conditions until relatively high temperatures (160…2000C).
  • Long heat treatment (thermo-relaxation TR) significantly changes all properties of polymers and polymer composites: Tg grows to 30…40%, TE decreases, temperature of coworking of components in composites and their elasticity keeps growing in several times.
  • TE curves have inversive character in relation with MoE under heating curves.

3.2. Supramolecular Relaxation Model of CTE-MoE Relation of Thermosetting Polymers and FRPs

Previous researches proved the prediction compensational TE model of thermosetting polymers as adequate [28]. The main specify of compensational model is that in two-phase structure rigid elements (domains) with linear TE divided by softer element (ITZ as polymer macromolecules’ spiral shell) with plasticity bonds and non-linear TE. The Tg is the extremum of TE non-linear function. Structure model is presented as a pack of spherulitic domains with spiral shell of ITZ (Figure 7). All deformations of domains influence the according deformations of the shell. But domain’s expansion by the Y ace influence by the same ace shell’s compression and shell’s tensile by the X ace. The maximum expansibility is constant because of the spiral geometry: it’s maximum expansibility by Y with compressibility by X. It’s discovering the compensational mechanism of TE and TE non-linear increasing under heating. Using this specify the following hypothesis appeared: polymer’s spiral shell’s tensile by X lead to stress relaxation by Y due to growing of cross-section and redistribution of tensile forces in spiral branches by aces X and Y.
Structural model (Figure 7) proposed in previous study [28] was modified by tensile forces   F in polymer molecules’ branch distribution by angle β .
Following author’s math model is developing from MoE under definite heating temperature function
E t = σ t ε t  
σ t is the stress in the spiral branch;
ε t is the structure’s relative tensile strain/deformation under stress.
The following equations are author’s development.
Under tensile stress spiral’s relative tensile strain/deformation   ε t is equal to the spiral’s branch’s relative deformation ε 0
ε t = y y = l × c o s β l × c o s β = l l = ε 0
l is the length of spiral polymer molecule’s branch (Figure 8, top scheme);
l is the expansion of spiral polymer molecule’s branch (Figure 8, top scheme);
β is the angle of slope of spiral polymer molecule’s branch (Figure 8, top scheme);
and MoE under heating decreasing is related with tensile stress relaxation and redistribution in tensile and shift stresses: the more heating and X-tensile and Y-compression, the less Y-tensile and more X-shift stresses
E t = σ t ε 0
Tensile stress under definite temperature is the relation between tensile force in spiral branch ( F t ) and total square ( S t ) of cross section under the temperature
σ t = F t S t = F × s i n β t b × l × c o s β t = σ 0 × t g β t
β t is the angle of slope of spiral polymer molecule’s branch under heating (Figure 8, the bottom).
So, the MoE under temperature depends on MoE under normal temperature ( E 0 ) by the following model:
E t = E 0 × t g β t
Using the equation (12) from previous CTE modelling by compensational model [28]
E t = E 0 × t g a r c t g 1 α t α t g = E 0 1 α t α t g
α t –CTE under definite temperature;
α t g –CTE under glassing temperature Tg.
So, the constant of MoE-CTE relation is the basic normal temperature polymer ITZ shell’s MoE
E 0 = E t α t g α t g α t
For polymers under normal temperature 200C
E 0 = E 20 α t g α t g α 20
That is the searching function MoE=f(CTE) and relaxation model of MoE-CTE relation. Further investigation was devoted to the approbation of Barker’s and author’s relaxation models.

3.3. Testing of relations’ MoE-CTE models

The TE and MoE data processing included determination of CTE ( α t ) and MoE ( E t ) values under the same character temperatures by Figure 4, Figure 5, Figure 6 and Figure 7. After that the calculations by Barker’s (1) and author’s relaxation (9) models were made. To value accuracy of models, the variation coefficient C v for every composition was determined by
C v = S y y ¯ 100 %
y ¯ – average arithmetical;
S y = i = 1 n ( y ¯ y i ) 2 is average square variation.
Table 2. Results of calculation of MoE-CTE relation models’ parameters and accuracies.
Table 2. Results of calculation of MoE-CTE relation models’ parameters and accuracies.
Composition Parameter/Function T, 0C Average Cv, %
20 75 100 130 160 α t g
EP E t , MPa 3300 2700 1700 164 0 - - -
α t , K-1, 106 21,0 26,0 38,0 57,0 125,9 128,0 - -
E 2 , MPa.K2 1455300 1825200 2454800 532836 0 - 1911767 37
E 0 = E t α t g α t g α t , MPa 3948 3388 2418 167 0 - 3251 34
EP/TR E t , MPa 3200 2920 2500 1924 354 - - -
α t , K-1, 106 36,0 40,0 42,6 50,4 54,0 79,3 - -
E 2 , MPa.K2 4147200 4672000 4536900 4887267 1032264 - 4560841 12
E 0 = E t α t g α t g α t , MPa 5861 5892 5402 5279 360 - 5608 10
EP+FA E t , MPa 8750 8000 5760 180 0 - - -
α t , K-1, 106 55,0 60,0 73,0 100,0 125,9 208,0 - -
E 2 , MPa.K2 26468750 28800000 30695040 1800000 0 - 28654597 10
E 0 = E t α t g α t g α t , MPa 11895 11243 8875 347 0 - 10671 21
EP+FA/TR E t , MPa 7870 7320 7070 6200 1000 - - -
α t , K-1, 106 50,0 54,0 60,0 63,8 70,0 110,0 - -
E 2 , MPa.K2 19675000 21345120 25452000 25236728 4900000 - 22927212 22
E 0 = E t α t g α t g α t , MPa 14428 14379 15554 14762 1009 - 14781 6
EP+T23 E t , MPa 15490 14000 13400 9000 3560 - - -
α t , K-1, 106 10,0 11,0 12,5 10,2 8,30 22,0 - -
E 2 , MPa.K2 1549000 1694000 2093750 936360 245248 - 1778917 22
E 0 = E t α t g α t g α t , MPa 28398 28000 31032 16780 3562 - 29143 8
EP+T23/TR E t , MPa 21500 21000 20000 15800 11700 - - -
α t , K-1, 106 9,5 10,0 12,0 13,8 13,3 19,4 - -
E 2 , MPa.K2 1940375 2100000 2880000 3008952 2069613 - 2482331 38
E 0 = E t α t g α t g α t , MPa 42131 43340 52432 54736 11707 - 48160 23
EP+T23+FA E t , MPa 23330 23330 21250 10330 6500 - - -
α t , K-1, 106 16,0 17,0 18,0 14,0 11,7 22,9 - -
E 2 , MPa.K2 5972480 6742370 6885000 2024680 889785 - 6533283 11
E 0 = E t α t g α t g α t , MPa 77429 90552 99311 10336 6503 - 89097 17
EP+T23+FA/TR E t , MPa 14900 14800 13600 13050 6350 - - -
α t , K-1, 106 5,5 5,8 6,9 8,0 7,0 11,6 - -
E 2 , MPa.K2 450725 497872 647496 835200 311150 - 607823 49
E 0 = E t α t g α t g α t , MPa 28334 29600 33566 42050 6353 - 33388 32
Finally, the average C v was calculated for each model. In calculation of variation characteristics only parameters of compositions before Tg were included, because of rigid changing of dependences character after Tg.
The results of parameters and functions calculation are presented in Table 2. On the base of these results made following conclusions.
MoE-CTE relation’s models of definite composition under heating can be considered as applicable and adequate under conditions. Every MoE-CTE relation’s model doesn’t have universality. Constant of model depends on composition type.
Reinforcing and thermo-relaxation of the polymers result in increasing of MoE under heating. The less is MoE under heating of unfilled polymer and extreme temperature of elasticity keeping is 1000C and 1300C after TR, the more are MoE under heating of filled polymers, and the most is MoE under heating of FRPs and filled FRPs with elasticity keeping under 1800C and more. And they have MoE-CTE relation’s model constant, but constants are different for each composition that points to significant differences in supramolecular structures of compositions.
The author’s model constant E 0 is growing accordingly with total tendency of MoE under heating. It is always more than fact MoE of composition and it can be suggested to present this constant as ideal MoE of composition under extreme density of its supramolecular structure.
The average C v for different models and compositions are presented in Table 3.
The average C v results lead to the conclusion that Barker’s model is adequate only for polymers and filled polymers, author’s relaxation model has most accuracy and applicable to polymers and composites overall.

4. Conclusions

The dilatometric and MoE tests under heating of thermosetting polymers, filled polymers and FRPs were made after normal thermosetting and prolonged thermo-relaxation. On the base of CTE and MoE parameters the supramolecular relaxation model of MoE-CTE relation was realized, and this author’s and Barker’s models were tested and compared.
The relaxation model has compensational mechanism, realized due to conglomerate two-phase structure of rigid domains and softer ITZ spiral shells with effect of thermal expansion compensation and tensile stress relaxation under heating. The math function MoE=f(CTE) is developed, constant of the relaxation model (9) is the basic MoE of polymer’s or polymer composite’s supramolecular structure in normal condition and maximum density of polymer molecules’ pack. Testing and calculation data (Table 2) points that potential elasticity of polymers’ and polymer composites’ structure in 1,5…2 times more than real.
In the result of math analyze and calculation both models are not universal, even the thermo-relaxed polymers have other model constant than normally thermosetted, so as polymer composites. But both models are applicable for definite polymer or composition under heating, i.e., definite composition’s constant of model is not depending on temperature before Tg. The Barker’s model is applicable to homogeneous materials: to polymers in our case. The relaxation model has the same accuracy for polymers and polymer composites too, demonstrated wider range of application.
Finally, the relaxation model of MoE-CTE relation is done and may be applicated in operative values of thermal expansion by MoE parameters or vice versa for MoE prediction by parameters of thermal expansion in polymer composite structures design and thermal and thermo-mechanical stresses’ and deformations’ calculations.

Funding

The research was performed within the Ministry of Science and Higher Education of the Russian Federation state assignment FENU-2020-0019.

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Figure 1. Dilatometer Netzsch DIL 402 C (а) in process; (b) with sample (brown).
Figure 1. Dilatometer Netzsch DIL 402 C (а) in process; (b) with sample (brown).
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Figure 2. Appearance of fiberglass specimens after prolonged exposure at elevated temperatures (a), specimens prepared for exposure (b), and three-point bending process at room temperature (c).
Figure 2. Appearance of fiberglass specimens after prolonged exposure at elevated temperatures (a), specimens prepared for exposure (b), and three-point bending process at room temperature (c).
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Figure 3. Thermal expanding and MoE under heating curves: (a) TE of EP, (b) TE of EP after T-relax, (c) MoE of EP, (d) MoE of EP after TR.
Figure 3. Thermal expanding and MoE under heating curves: (a) TE of EP, (b) TE of EP after T-relax, (c) MoE of EP, (d) MoE of EP after TR.
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Figure 4. Thermal expanding and MoE under heating curves: (a) TE of EP+FA, (b) TE of EP+FA after T-relax, (c) MoE of EP+FA, (d) MoE of EP+FA after TR.
Figure 4. Thermal expanding and MoE under heating curves: (a) TE of EP+FA, (b) TE of EP+FA after T-relax, (c) MoE of EP+FA, (d) MoE of EP+FA after TR.
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Figure 5. Thermal expanding and MoE under heating curves: (a) TE of EP+T23, (b) TE of EP+T23 after T-relax, (c) MoE of EP+T23, (d) MoE of EP+T23 after TR.
Figure 5. Thermal expanding and MoE under heating curves: (a) TE of EP+T23, (b) TE of EP+T23 after T-relax, (c) MoE of EP+T23, (d) MoE of EP+T23 after TR.
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Figure 6. Thermal expanding and MoE under heating curves: (a) TE of EP+T23+FA, (b) TE of EP+T23+FA after T-relax, (c) MoE of EP+T23+FA, (d) MoE of EP+T23+FA after TR.
Figure 6. Thermal expanding and MoE under heating curves: (a) TE of EP+T23+FA, (b) TE of EP+T23+FA after T-relax, (c) MoE of EP+T23+FA, (d) MoE of EP+T23+FA after TR.
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Figure 7. Two-phase relaxation model of polymer expanding under heating.
Figure 7. Two-phase relaxation model of polymer expanding under heating.
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Table 1. Types of composites and FRPs’ investigated.
Table 1. Types of composites and FRPs’ investigated.
Composite Name Dilatometry Modulus of elasticity
1 Epoxy binder EP + +
2 Epoxy binder + glass fabric T23 EP+T23 + +
3 Epoxy binder 70% + fly ash 30% EP+FA + +
4 Epoxy binder 70% + fly ash 30% + glass fabric T23 EP+T23+FA + +
Table 3. Results of calculation of models’ average C v .
Table 3. Results of calculation of models’ average C v .
Average   C v , % Polymers and filled polymers FRPs Total
Barker’s model 20 30 25
Relaxation model 18 20 19
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