J Fail. Anal. and Preven. (2025) 25:2150–2164 https://doi.org/10.1007/s11668-025-02257-w TOOLS AND TECHNIQUES Determining Mode I Fracture Energy for Bonded Joints Having Different Adhesive Thicknesses Ahmed Mohamed Jubartalla Ali . Faycal Benyahia . Zeyad Alsuhaibani . Bel Abbes Bachir Bouiadjra . Aamir Dean Submitted: 10 May 2025 / in revised form: 27 July 2025 / Accepted: 28 July 2025 / Published online: 23 August 2025 Ó The Author(s) 2025 Abstract The bonded composite repair technique has been widely used to extend the life of cracked structures, such as aircraft and wind turbine structures. After repair, the growth of the crack is significantly slowed until the patch begins to lose its effectiveness. To maintain a low rate of crack growth, the patch repair needs to be replaced once a critical level of adhesion damage (separation) is reached. The objective of this research is to determine the cohesive zone model (CZM) parameters for simulating mode I damage initiation and propagation in different A. M. J. Ali F. Benyahia Z. Alsuhaibani Mechanical Engineering Department, College of Engineering, King Saud University, Riyadh, P.O. Box 800, 11421 Riyadh, Saudi Arabia F. Benyahia e-mail: fbenyahia@ksu.edu.sa Z. Alsuhaibani e-mail: zeyads@ksu.edu.sa A. M. J. Ali (&) ADMiRE Research Center, Carinthia University of Applied Sciences, Europastraße 4, 9524 Villach, Austria e-mail: a.ali@fh-kaernten.at; a.jubartalla@gmail.com B. A. B. Bouiadjra LMPM, Department of Mechanical Engineering, University of Sidi Bel Abbes, BP 89, Cité Ben M’hidi, Sidi Bel Abbes, Algeria e-mail: belabbes.bachirbouiadjra@univ-sba.dz A. Dean School of Civil Engineering, College of Engineering, Sudan University of Science and Technology, P.O. Box 72, Khartoum, Sudan e-mail: a.dean@isd.uni-hannover.de A. Dean Institute of Structural Analysis, Leibniz Universität Hannover, Appelstr. 9A, 30167 Hannover, Germany 123 thicknesses of AralditeÒ2015 structural adhesive. First, mode I load–displacement curves were obtained experimentally using double cantilever beam (DCB) tests. Next, the corresponding fracture toughnesses (GIc) were calculated using the compliance-based beam method (CBBM), which does not require measuring the crack length during testing. Finally, finite element analysis (FEA) was used to predict the progression of adhesion damage using three different softening laws: triangular, trapezoidal, and exponential. The study found that mode I fracture energy is the same for adhesive thickness between 0.20 and 0.30 mm, but then increases by 27% when the adhesive thickness becomes 0.35 mm. Numerically, the results showed good agreement across all softening shapes, with the trapezoidal law being considered the most computationally efficient. Keywords Double cantilever beam Compliance-based beam method Fracture toughness Traction–separation law Cohesive zone model Introduction Fatigue is one of the most critical design and operational considerations in the aerospace [1–3] and wind energy [4–7] sectors. For structures subjected to repeated loading, fatigue failure is inevitable, making effective rehabilitation techniques essential for extending the fatigue life of cracked structures. Engineers have explored various methods for crack retardation to safely prolong the use of components, such as stop holes [8], overloading [9–11], fastened repair [12], and bonded composite repair (BCR) [13–16]. BCR, in particular, offers several advantages: It is J Fail. Anal. and Preven. (2025) 25:2150–2164 (a) highly cost-effective, (b) allows reinforcement in the desired direction only, and (c) enables patches to be detached and replaced without damaging the surrounding structure. In recent years, BCR has gained considerable interest in the structural maintenance of civil aircraft and wind turbine blades (Fig. 1). Numerous design parameters influence the efficiency of such repairs, including, but not limited to, patch material [17, 18], dimensions [17, 19–24], shape [20, 25–28], stacking sequence, and curing temperature. To determine the mode I strain energy release rate (SERR), researchers have employed several testing methods, including double cantilever beams (DCB) [29–32], tapered double cantilever beams (TDCB) [33–35], cracked lap shear (CLS) [36, 37], and single-edge notched in bending (SENB) [38, 39]. A comparison between the DCB and TDCB tests [40] revealed that the TDCB test tends to underestimate the critical SERR for ductile adhesives, while the DCB test is suitable for all types of adhesives. Additionally, the DCB test offers a distinct advantage as it is considered the best choice for determining the critical fracture energy for mode I due to its additional supporting point. Notably, the DCB test employs a data reduction method known as the compliance-based beam method (CBBM) [41], which eliminates the need for measuring crack length during testing. Cohesive zone modeling (CZM) was introduced in the 1960 s by Dugdale [42] and Barenblatt [43]. CZM describes the relationship between the pulling or sliding forces acting on cracked or joined parts and the corresponding opening displacements between the cohesive surfaces of the crack or joint. This relationship is known as 2151 the traction–separation law (TSL). As the contacting surfaces are pulled or slid apart, they are resisted by a cohesive traction force. This force increases to a peak value and then gradually decreases to zero, signifying complete separation or failure of the material. Several studies [44–50] have evaluated various TSL shapes to model the tensile behavior of adhesives with different levels of ductility using DCB tests. The results indicate that for brittle adhesives, the choice of CZM shape has minimal impact on accuracy, with the triangular law providing a suitable representation. In contrast, for ductile adhesives, the shape of the TSL significantly affects the accuracy of the model, with the trapezoidal law offering a more precise representation of their behavior. Bonding imperfections and adhesive separations inversely affect the fatigue life of repaired structures [40]. Albedah et al. conducted an in-depth investigation into the impact of adhesive disbanding, revealing that the fatigue life is significantly reduced by the width of the disband, while the length has a negligible effect [41]. This finding is consistent with research conducted by Bouiadjra et al. [42]. In the studies referenced above, it is evident that the damage and separation of the adhesive layer significantly impact the performance of patches in terms of their ability to retard crack propagation. This study aims to mechanically characterize the patch adhesion strength, degradation, and separation in mode I fracture for various adhesive thicknesses through experimental testing. We will determine the parameters required for the CZM and conduct numerical simulations of DCB experiments using different TSL shapes. These numerical results will be compared with experimental data to identify the most effective modeling Fig. 1 Examples of using BCR in structural maintenance of a civil aircraft wing and wind turbine blade 123 2152 J Fail. Anal. and Preven. (2025) 25:2150–2164 approach for cohesion degradation. The findings from this study will contribute to future research by developing criteria to assess the interaction between progressive fatigue damage of patch adhesion and its effectiveness in halting repaired fatigue crack growth. approximately 0.1 mm thick, was placed between the mating surfaces to initiate a crack with a length of 35 mm. The specimens were pressed together, with a dummy weight of 30 kg, and allowed to cure for 24 h at room temperature using a specially designed mold, as shown in Fig. 3a. Material and Methods Testing Procedure In this section, the materials and methods used for sample preparation, testing, and analysis of results are described. An Instron E10,000 machine equipped with a 10 kN load cell was used for all tests. The tests were conducted in displacement control mode at a speed of 0.5 mm/min, as specified by the ISO standard [51], and performed at room temperature. Prior to each test, a real crack was initiated by applying a slight load beyond the peak load and then releasing it. Subsequently, an opening load was applied until the specimen completely failed. This process was Samples Preparation The DCB testing procedure was selected due to its simplicity in preparation, testing, and the extraction of fracture toughness using beam theory. To comply with the plane stress condition for our available adherent thickness of 2 mm and to follow the International Organization for Standardization (ISO) guidelines [51], a beam width of 25 mm was used. Four groups (A, B, C, and D) of different adhesive thicknesses were fabricated, investigated, and then interpolated to capture the variability encountered in real-world repairs for aircraft and wind turbine structures. A schematic drawing of the DCB specimen is shown in Fig. 2, and measured thicknesses are reported in Table 1. The specimens were prepared by first cutting a flat plate of aluminum alloy Al 2024-T3 to the required dimensions, as illustrated in Fig. 2. The mating surfaces were then roughened and cleaned using sandpaper and acetone. Equal quantities of the two components of AralditeÒ2015 were mixed with a small stick, and thin layers of the mixture were applied to the mating surfaces. A thin Teflon film, Fig. 2 Schematic representation of the specimens with dimensions in millimeters 123 Table 1 Measured thicknesses (mm) of the fabricated specimens Specimen Thickness t Average Standard deviation A1 0.23 0.20 0.03 A2 0.20 A3 B1 0.18 0.29 0.31 0.02 B2 0.31 0.36 0.01 0.44 0.04 B3 0.32 C1 0.37 C2 0.35 C3 0.36 D1 0.44 D2 0.48 D3 0.41 J Fail. Anal. and Preven. (2025) 25:2150–2164 2153 repeated for all specimens, with load–displacement (P d) data recorded at a frequency of 0.3 Hz, corresponding to 18 readings per minute. Figure 4 illustrates the test setup and captures images taken at different stages of the test. Determining Fracture Energy The fracture energy in mode I can be calculated using the Irwin–Kies equation [52]: GIc ¼ P2 dC 2B da ðEq 1Þ where P represents the applied load, B is the joint width, C ¼ Pd denotes the compliance of the specimen, and a is the crack length. However, the Irwin–Kies equation requires precise monitoring of crack length during propagation, which can be challenging. Additionally, when ductile adhesives are employed, the dissipated energy in the fracture process zone ahead of the crack tip is substantial and must be considered when determining the SERR. To address these issues, the CBBM is used. This method relies on the instantaneous compliance of the specimen to determine an equivalent crack length, eliminating the need for direct crack length measurement during the test. Moreover, the equivalent crack length provided by this method accounts for the effects of crack tip plasticity. Using the CBBM, the fracture energy in mode I can be determined as in Ref. [41]: 6P2 2a2e 1 GIc ¼ 2 þ ðEq 2Þ B h Ef h2 5G where h is the thickness of each arm (see Fig. 2), G is the shear modulus, ae is the equivalent crack length calculated by solving Eq. (3) iteratively and taking only the real root, and Ef is the corrected flexural modulus obtained directly from Eq. (4). 8 12 3 ðEq 3Þ a þ ae C o ¼ 0 5G13 Bh Bh3 Ef e 12ðae DÞ 1 8ðae DÞ3 Ef ¼ Co ðEq 4Þ 5GBh Bh3 Fig. 3 (a) Specially designed curing mold; and (b) ready-totest specimens Fig. 4 (a) Tensile test setup, and (b) selected snapshot for illustrating the test’s progress 123 2154 J Fail. Anal. and Preven. (2025) 25:2150–2164 Fig. 5 (a–c) Traction–separation law, and (d–f) damage progression for: triangular (a & d), trapezoidal (b & e), and exponential (c & f) shapes. The colors green, red, and blue indicate the intervals in Eqs. (8), (12), and (16) with Co is the initial compliance, and D is the root rotation correction factor, which will be determined numerically by taking the x-axis intercept of the line fitting the relationship between the cube root of the initial compliance and the 1 3 initial crack length, ao, i.e., ðC o Þ ¼ f ðao Þ: Numerical Investigation In the field of damage or fracture mechanics, several numerical methods can be used to investigate fracture energy. These methods include but not limited to cohesive zone modeling (CZM) [53–55], crack tip open displacement (CTOD) [56–58], extended finite element method (XFEM) [59, 60], phase-field fracture models [61–63], discrete element method (DEM) [64, 65]. In this work, the approach of the CZM has been chosen due to the key feature that the presence of an initial crack is not needed. Detailed descriptions of the models created for 123 Table 2 Mechanical properties of the materials used in the simulation [70, 71] Parameter Al 2024-T3 AralditeÒ2015 E GPa 72.4 1.85 G GPa – 0.56 V 1 0.33 – ru MPa – 23.0 su MPa – 18.0 GIc N/mm – 0.385 the CZM and FEA are provided in the following subsections. Cohesive Zone Model The origin of the cohesive zone model (CZM) is traced back to the sixties by Dugdale [42] and Barenblatt [43]. J Fail. Anal. and Preven. (2025) 25:2150–2164 2155 The CZM describes material separation with a traction– separation law (TSL). It assumes a relationship between the normal/shear traction and the opening/sliding displacement and can capture the debonding process of particle/matrix interfaces. In general, the TSL can be expressed in the form of: d r ¼ rmax f ðEq 5Þ df where rmax is the material strength, f is a dimensionless function that depends on the shape of the TSL, and df is the separation at failure. The critical energy release rate, GC, defined as the area under the TSL curve, is: Z df Gc ¼ r d dd ðEq 6Þ 0 The stress components of the TSL are affected by cohesion damage, or stiffness reduction, and can be expressed as follows: r ¼ ð1 DÞ K d ðEq 7Þ where K is defined as the ratio between the elastic modulus in tension or shear (E or G, respectively) and the thickness. In this work, the cohesive behavior of AralditeÒ2015 in mode I is reproduced. Accordingly, several shapes of the TSL are evaluated, and the most appropriate is selected. Specifically, the triangular, trapezoidal, and exponential shapes are considered, as shown in Fig. 5. The justification for this selection is that the triangular and trapezoidal TSLs are more accurate representations for brittle and ductile adhesives, respectively [45, 46, 48, 66, 67], where the exponential shape is already built-in in ABAQUS and not widely studied in the literature. For the triangular shape shown in Fig. 5a, the traction, r, is obtained by: 8 < rmax d ; d\dd dd r¼ : rmax df d ; d\dd df dd ðEq 8Þ where rmax is the maximum traction, dd is the displacement at which damage initiates (see Eq. (9)), and df is the displacement at which complete failure occurs (see Eq. (10)). rmax ðEq 9Þ dd ¼ K 2Gc df ¼ ðEq 10Þ rmax The damage parameter is obtained by substituting Eq. (8) in Eq. (7): D¼1 dd ð df dÞ d ð df dd Þ ðEq 11Þ For the symmetric trapezoidal shape shown in Fig. 4b, the traction, r, is calculated by: 8 d > r > max < dd ; d\dd1 rmax; d\dd2 ðEq 12Þ r¼ dd1 > > : rmax df d ; dd2 \d df df dd2 Table 3 Converged values of the studied parameters TSL Initial step (mm) Max step (mm) Viscosity coefficient Element length (mm) CPU time (sec) Triangular 0.12500 0.500 10–3 0.25 765.7 Trapezoidal 0.12500 0.250 10–3 0.25 339.6 Exponential 0.03125 0.125 10–3 0.25 575.5 Fig. 6 Finite element model including the mesh and boundary conditions used for simulating the tensile test 123 2156 J Fail. Anal. and Preven. (2025) 25:2150–2164 Fig. 7 Selected sample (two sides) of tested specimens showing (a) a cohesive failure, and (b) an adhesive failure where dd1 is the first inflection point at which damage initiates (see Eq. (9)), and dd2 is the second inflection point, calculated as: dd2 ¼ Gc rmax ðEq 13Þ The maximum displacement at which complete failure occurs is then obtained by: df ¼ dd1 þ dd2 ðEq 14Þ Similarly, the damage parameter is obtained by substituting Eq. (12) in Eq. (7): ( 1 ddd1 ; dd1 d\dd2 D¼ 2 ddf ; dd2 \d df For the exponential shape shown in Fig. 4c, the critical strain energy release rate, Gc, and the effective traction for mode I are given by Eqs. (16) [68] and (17) [69], respectively: GIc ¼ e rmax dd dI d dI r ¼ rmax e d dd ðEq 15Þ ðEq 16Þ After exceeding dd, the value of r decreases but never reaches zero, and df cannot be determined mathematically. Here, it is assumed that complete separation occurs when df = 6dd. By substituting Eq. (16) into Eq. (7), the damage parameter for mode I is given by: 123 " D¼1 dI 1¼ dd e d d I d # ðEq 17Þ Finite Element Analysis ABAQUS [68] is used to simulate the mechanical behavior of the adhesive under mode I loading. A plane-strain model is created in a 2-D space. The model consists of one deformable part and two materials: (1) Aluminum alloy Al 2024-T3 defined as an isotropic material with elastic behavior, and (2) AralditeÒ2015 defined as a traction material with elastic behavior followed by damage. The mechanical properties required for the analysis are listed in Table 2. To characterize the cohesive behavior of the adhesive, a damage model with a quadratic nominal stress (QUADS) criterion and element deletion is implemented. The deformable part is partitioned into three subparts: an adhesive layer (t = 0.36 mm) and two adherents (t = 2 mm each), c.f. Fig. 2. The adherents are meshed using structured, quad-shaped, linear order, 4-node bilinear planestrain quadrilateral elements (CPE4), and the adhesive is meshed using structured, quad-shaped, linear order, 4-node two-dimensional cohesive elements (COH2D4). The seed size is set to 0.2 mm, with eight elements through the thickness of the adherents and one element through the thickness of the adhesive. To replicate the gripping system of the testing machine, the upper and lower adherents are pinned (UX = UY = 0) at their leftmost upper and lower points, respectively. A vertical displacement (UY = 30 mm) is applied at the upper left point of the upper adherent to simulate the actuator movement, as shown in Fig. 6. J Fail. Anal. and Preven. (2025) 25:2150–2164 2157 Fig. 8 Load–displacement curves for the tested specimens. (a–d): Groups A–D. Specimen D2 exhibited an adhesive failure, and specimen D3 was not successful Due to the high deflections in the adherents, a geometrically nonlinear analysis is considered. Additionally, damage stabilization is applied with a viscosity coefficient, g, of 0.001 to overcome the convergence difficulties associated with the adhesive’s softening behavior [72]. Then, the model is analyzed using three shapes of material softening: triangular, trapezoidal, and exponential, and a sensitivity study is conducted to ensure that the obtained results are independent of the viscosity coefficient, step size, and mesh size (Table 3). Finally, the accuracy of the FEA model has been validated by comparing the load–displacement curves to actual testing results, and the results are presented in the following section. 123 2158 J Fail. Anal. and Preven. (2025) 25:2150–2164 Table 4 Summary of the experimental results of tested specimens Specimens Standard deviation Average # D (mm) Pmax (N) GIc (N/ mm) Pmax (N) GIc (N/ mm) Pmax (N) GIc (N/ mm) A1 –8 59.0 0.3174 66.47 0.3113 6.69 0.0649 A2 –6 71.9 0.3730 A3 –4 68.5 0.2436 B1 –11 63.4 0.3479 69.83 0.2937 8.01 0.0545 B2 –11 78.7 0.2389 B3 –22 67.3 0.2943 C1 –14 79.5 0.3750 91.07 0.3847 12.37 0.0089 C2 –13 89.6 0.3865 C3 3 104.1 0.3925 D1 –17 81.2 0.4262 81.20 0.4262 – – D2 –31 54.0 0.1762 D3 – – – Results and Discussion As discussed in the previous sections, four groups of DCB specimens were prepared and tested, and the behavior of one group was simulated using three shapes of TSLs. In the following subsections, the experimental and numerical results are presented. Experimental Results The tests were conducted successfully for Groups A, B, and C, but not for Group D. An adhesive failure was observed in specimen D2, and the test of specimen D3 was not successful. No plastic deformation was observed in any specimen. Selected tested specimens are shown in Fig. 7. The obtained load–displacement curves for the four groups are plotted in Fig. 8, and a summary is provided in Table 4. For Group D, the result of specimen D1 is included for informational purposes only. Generally, the load–displacement curves (Fig. 8) show relatively good agreement and test repeatability. In the initial part of the curves (linear part), stress builds up at the crack tip until the energy level reaches the adhesive’s resistance (load peak). The crack then starts to propagate, causing the load to drop, as shown in the second part of the curves. The fluctuations during the load drop (crack propagation) are attributed to adhesion imperfections in the specimens, such as air bubbles and other internal defects. It is worth mentioning that the difference in the slope of the linear part of the load–displacement curve of specimen C3, compared to the other members of the group (C1 and C2), is due to the difference in the value of its root rotation factor (D = 3). This indicates that its crack behaved as if it 123 was shorter by 3 mm, resulting in a naturally higher stiffness. Conversely, cracks in specimens C1 and C2 behaved as if they were longer by 14 mm and 13 mm, respectively. The same observation applies to specimens A1 and B3, but inversely, as their cracks behaved as if they were longer. After obtaining the experimental load–displacement data, the CBBM is used to derive the respective R-curves, following the procedure outlined in Section ‘‘Determining Fracture Energy’’. As seen in Fig. 9, the first stage of the curves displays a relatively vertical line. This is because the crack length remains constant (unpropagated), and the stored energy is accumulating at the crack tip. When this stored elastic energy reaches its maximum allowable value, additional energy drives the creation of new cracked surfaces, satisfying the damage evolution criterion and initiating crack propagation. In the second stage of the Rcurve (post-peak), the energy fluctuates around a horizontal line. The SERR value of this line represents the mode I fracture energy for the corresponding adhesive thickness: 0.3113 N/mm, 0.2937 N/mm, and 0.3847 N/mm for thicknesses of 0.20 mm, 0.31 mm, and 0.36 mm, respectively. Specimen C3 lags behind specimens C1 and C2 by approximately 16 mm due to the difference in their root rotation factor as previously explained (D1 D2,3 & 16). The same observation applies to specimens A1 and B3. It is worth mentioning that the crack lengths plotted in Fig. 9 are the equivalent ones (ae), not the actual ones (ao) which are designed to be 35 mm for all specimens. The equivalent crack length is calculated by solving Eq. (3) iteratively and taking only the real root. To validate the results, they are compared with other equivalent investigations in the literature, as illustrated in Fig. 10. The critical mode I SERR of the same adhesive with a thickness of 0.2 mm was determined by Özer et al. [73], de Moura et al. [41], and Gheibi et al. [74] to be 0.500 N/mm, 0.430 N/mm, and 0.293 N/mm, respectively. In contrast, the critical mode I SERR for a thickness of 1.0 mm was calculated by Fernandes et al. [44] and Teixeira et al. [40] to be 0.539 N/mm and 1.005 N/mm, respectively. In all of these studies, the adhesive was allowed to cure at room temperature, and the CBBM was used for data reduction. The observed deviation in the results could be attributed to uncontrolled curing temperatures, as room temperature can vary significantly between countries and overtime. Numerical Results To determine the most appropriate TSL shape, three simulations of the DCB test were performed for each of Group’s A, B, and C using triangular, trapezoidal, and exponential TSLs. In total, nine simulations were conducted, and for the sake of pithiness, only the results of J Fail. Anal. and Preven. (2025) 25:2150–2164 2159 Fig. 9 R-curves for the tested specimens. (a–d): Groups A–D. Specimen D2 exhibited an adhesive failure, and specimen D3 was not successful Group C are presented. According to the equivalent stress analysis shown in Fig. 11, no plastic deformation is observed in the adherents. The load–displacement curves and the R-curves are plotted in Fig. 12. Generally, very good agreement is found between the three TSL shapes. The maximum loads for the triangular, trapezoidal, and exponential TSLs are 93.46 N, 94.12 N, and 95.26 N, respectively, which differ slightly from the reference experimental value of 91.07 N. The deviation between the numerical and experimental results for the maximum load is 2.6%, 4.6%, and 3.3% for the triangular, trapezoidal, and exponential TSLs, respectively. The deviations in the fracture energy are 1.0%, 1.8%, and 1.4%, respectively. Figure 13 compares the numerical load–displacement curve for the triangular TSL with the experimental curve. All the TSL shapes tested (triangular, trapezoidal, and exponential) yielded similar and accurate results. The 123 2160 triangular law is straightforward to implement and is commonly available in commercial software. However, the trapezoidal law demonstrated significantly faster computational performance, with results obtained 44% and 59% faster than the triangular and exponential laws, respectively. While it is known that ductile adhesives are highly influenced by the shape of the TSL [46], the results obtained from the three shapes were very similar in this case. This similarity is attributed to the fact that the adhesive curing was performed at room temperature, which likely made the adhesive more brittle, thereby reducing the Fig. 10 Critical mode I SERR for the tested specimens and other published works Fig. 11 Simulation of crack propagation with element deletion 123 J Fail. Anal. and Preven. (2025) 25:2150–2164 impact of the TSL shape on the results. Another justification could be the data scattering seen in Tables 1 and 4, which is probably caused by the non-uniformity of the thickness along the specimen length and width. Besides, the time spent by each specimen before the testing might also be a source for this, as polymers continue curing after they get extracted from the mold, and hence, different performance at different times might be seen. Conclusion The main objective of this study was to characterize the bonding strength of AralditeÒ2015 in opening mode at different thicknesses and to develop a CZM that would best represent adhesion degradation. Firstly, a group of DCB tests have been conducted to evaluate the bonding strength of the adhesive at different thicknesses. Secondly, the CBBM, which does not require measuring the crack length during the test, was utilized to determine mode I critical SERR. Thirdly, several shapes of the TSLs, namely the triangular, trapezoidal, and exponential, were compared in simulating the DCB tests. The study found that the fracture energy is almost constant at 0.3025 N/mm for adhesive thickness between 0.20 and 0.30 mm, and then increases linearly up to 0.3847 N/mm at the thickness of 0.35 mm. For thicknesses greater than 0.35 mm, further investigations were deemed necessary. Furthermore, all the tested TSLs produced similar and accurate load–displacement curves for all tested DCB groups, with the trapezoidal shape being the fastest one without any observed limitations. J Fail. Anal. and Preven. (2025) 25:2150–2164 2161 Fig. 12 Simulated (a) load–displacement curves and (b) R-curves Data availability All the data required for reproducing our results are included within this manuscript. Code availability Not applicable. Conflict of interest The authors declare that they do not have a known conflict of interest. Ethical approval Fig. 13 Experimental versus numerical load–displacement curves The outcomes of this study are expected to assist in the development of a model for simulating the progressive fatigue damage of similar bonded joints in future research. Funding Open access funding provided by Carinthia University of Applied Sciences (CUAS). This work is financially supported by the Researchers Supporting Project number (RSPD2024R921), King Saud University, Riyadh, Saudi Arabia. Not applicable. Consent to participate Not applicable. Consent for publication Not applicable. Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. 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