DOI:
10.1039/D4RA04136D
(Paper)
RSC Adv., 2024,
14, 25235-25246
Fabrication of a novel graphene oxide based magnetic nanocomposite and its usage as a highly effectual catalyst for the construction of N,N′-alkylidene bisamides†
Received
5th June 2024
, Accepted 6th August 2024
First published on 13th August 2024
Abstract
At first, a novel graphene oxide-based magnetic nanocomposite namely Si-propyl-functionalized N1,N1,N2,N2-tetramethylethylenediamine-N1,N2-diium hydrogen sulfate anchored to graphene oxide-supported Fe3O4 (nano-[GO@Fe3O4@R-NHMe2][HSO4]) was fabricated. After full characterization of the nanocomposite, its catalytic performance was examined for the solvent-free construction of N,N′-alkylidene bisamides from aryl aldehydes (1 eq.) and primary aromatic and aliphatic amides (2 eq.), in which the products were acquired in short times (15–30 min) and high to excellent yields (89–98%). Nano-[GO@Fe3O4@R-NHMe2][HSO4] could be magnetically isolated form the reaction medium, and reused three times without remarkable loss of catalytic activity.
1. Introduction
Graphene oxide (GO) is made from flat sheets with hydroxyl, epoxide and carboxylic acid groups; in these sheets, carbon atoms with sp2 and sp3 hybridization are placed into a honeycomb network. Besides the unique characteristics of GO such as high structural strength, appropriate durability (chemical and thermal), safety, high adsorption capacity, high hydrophilic nature, high thermal conductivity and suitable mechanical properties, it can be readily functionalized using inorganic (magnetic/non-magnetic) and organic components to fabricate GO derivatives for different uses.1–22 For example, GO and its functionalized derivatives (magnetic nanocomposites, etc.) have been used for treatment of hazardous environmental contaminants,1 targeted delivery of quercetin to cancer cells,2 sustainable water purification,3 extracting and determining metoprolol in exhaled breath condensate,4 removing dyes from wastewater5 and cancer therapy.6 They have been also applied as adsorbents,7 heat exchangers,8 bioinks for three-dimensional mesenchymal stem cell printing9 and biosensors.10 In organic synthesis, GO and its derivatives have been utilized as efficacious catalysts.11–22
The high importance and numerous applications of magnetic nanomaterials have been reported in the literature.3–7,17–23 Some advantages of these materials include safety, suitable thermic and chemical durability, easy detaching from the process reactor, non-corrosiveness, effectiveness and aptitude to graft with diverse inorganic and organic components for a wide range of usages.3–7,17–23 It is worth noting that in magnetic nanocomposites based on GO, the advantages of magnetic nanomaterials and graphene oxide have been studied.
A valuable, useful, advantageous and applicable protocol, which has been extensively utilized for the construction of numerous organic substances, is the use of solvent-free conditions.24–28 Utilization of this protocol not only is in accordance with the principles of green chemistry, but it can also lead to cleaner reaction medium, easier workup, increasing yield, decrement of reactor size and decreasing energy consumption, time and cost.25
Bisamide scaffolds exist in the structure of numerous industrial and bioactive compounds.29–37 For instance, these compounds have been applied for selective dye uptake,29 selective detection of metal ions,30 removal of Hg2+ and Pb2+ ions31 and ampere sensing.32 Moreover, they have been utilized as additives to control formation of methane hydrate for gas storage and flow assurance,33 highly stable MRI contrast,34 tyrosinase inhibitors,35 antitumor36 and antiviral37 agents. A group of these compounds is the N,N′-alkylidene bisamides, which have been manufactured through the condensation of aryl aldehydes (1 eq.) with primary amides (2 eq.) using a catalyst.38–47
Having the above issues in mind, developing a novel graphene oxide-based magnetic nanocomposite as a catalyst for the construction of N,N′-alkylidene bisamides can be valuable and desirable. Herein, we have developed Si-propyl-functionalized N1,N1,N2,N2-tetramethylethylenediamine-N1,N2-diium hydrogen sulfate anchored to graphene oxide-supported Fe3O4 (nano-[GO@Fe3O4@R-NHMe2][HSO4] or NGFRNH) to catalyze the construction of N,N′-alkylidene bisamides.
2. Experimental
2.1. Materials and instruments
The details of the materials and instruments used have been described in the ESI.†
2.2. Fabrication of NGFRNH
GO and GO@Fe3O4 (I) were constructed through the reported protocols.48,49 (3-Chloropropyl)trimethoxysilane (3 mmol, 0.596 g) and toluene (30 mL) were added to I (1.5 g), and stirred in reflux conditions for 12 h; the solid was magnetically isolated, washed with toluene (2 × 5 mL), and dried under vacuum (at 100 °C) to furnish II. Thereupon, N1,N1,N2,N2-tetramethylethylenediamine (3 mmol, 0.349 g) and compound II were stirred and refluxed in toluene (30 mL) for 12 h; the solid was separated by an external magnet, washed with toluene (2 × 5 mL), and dried under vacuum (at 100 °C) to produce III. Lastly, H2SO4 (3 mmol, 0.16 mL) was gradually added to III in CH2Cl2 (20 mL) at ambient temperature, and stirred for 5 h at the same temperature and 2 h under reflux conditions; the solid was magnetically separated, washed by CH2Cl2 (2 × 5 mL), and dried at 100 °C (under vacuum) to fabricate NGFRNH (Scheme 1).
|
| Scheme 1 The fabrication of NGFRNH. | |
Note: Before each stage, the reaction mixture was irradiated with ultrasound waves to disperse it.
2.3. The construction of N,N′-alkylidene bisamides (general protocol)
A mixture of an aldehyde (0.5 mmol), amide (1 mmol) and NGFRNH (0.040 g) in a reaction vessel was strongly stirred at 110 °C using a glass rod. After observing consumption of the aldehyde and amide by TLC, the mixture was cooled to ambient temperature, warm EtOAc (10 mL) was added to it, and stirred for 1 min; then, NGFRNH was magnetically isolated (this action was done two times); the recycled NGFRNH was washed with EtOAc (2 × 3 mL), dried and used for next run. The acquired solutions after the double extraction of the product were collected and distilled; the remaining solid was recrystallized from ethanol (95%) to construct the pure bisamide.
Note: Selected original spectra of the bisamides are provided in the ESI.†
2.4. Selected spectral data of the constructed bisamides
Bisamide 3. 1H NMR (300 MHz, DMSO-d6): δ (ppm) 7.20 (t, J = 7.1 Hz, 1H, methine CH), 7.50–7.62 (m, 6H, HAr), 7.73 (t, J = 7.9 Hz, 1H, HAr), 8.00 (d, J = 7.7 Hz, 5H, HAr), 8.23 (d, J = 8.0 Hz, 1H, HAr), 8.42 (s, 1H, HAr), 9.32 (d, J = 7.2 Hz, 2H, 2NH); 13C NMR (75 MHz, DMSO-d6): δ (ppm) 59.1, 121.9, 123.3, 128.1, 128.8, 130.4, 132.2, 134.1, 134.2, 142.9, 148.3, 166.5.
Bisamide 8. 1H NMR (300 MHz, DMSO-d6): δ (ppm) 7.10 (t, J = 6.6 Hz, 1H, methine CH), 7.51–7.60 (m, 6H, HAr), 7.85 (t, J = 8.5 Hz, 2H, HAr), 7.97 (d, J = 7.6 Hz, 4H, HAr), 8.24 (s, 1H, HAr), 9.27 (d, J = 6.6 Hz, 2H, 2NH); 13C NMR (75 MHz, DMSO-d6): δ (ppm) 58.7, 124.4, 124.6, 128.2, 128.8, 132.0, 132.2, 132.8, 134.0, 141.8, 148.0, 166.5. Mass: m/z 409 (M+).
Bisamide 10. 1H NMR (300 MHz, DMSO-d6): δ (ppm) 7.12 (t, J = 7.5 Hz, 1H, methine CH), 7.25 (t, J = 8.8 Hz, 2H, HAr), 7.49–7.61 (m, 8H, HAr), 7.98 (d, J = 7.0 Hz, 4H, HAr), 9.12 (d, J = 7.6 Hz, 2H, 2NH); 13C NMR (75 MHz, DMSO-d6): δ (ppm) 58.9, 115.4, 115.7, 128.0, 128.8, 129.1, 129.2, 132.1, 134.3, 137.1, 160.6, 163.8, 166.2.
3. Results and discussion
3.1. Characterization of NGFRNH
At first, GO was produced by oxidation of graphite using a rectified Hummers' protocol. Then, Fe3O4 nanoparticles was supported on GO nanosheets using co-precipitation method to synthesize GO@Fe3O4. In continue, GO@Fe3O4 was functionalized by (3-chloropropyl)trimethoxysilane, N1,N1,N2,N2-tetramethylethylenediamine and sulfuric acid to fabricate nano-[GO@Fe3O4@R-NHMe2][HSO4] (NGFRNH) as a novel graphene oxide based magnetic nanocomposite. The structure of NGFRNH was proposed on basis of the reported structures for this category of materials.19,20,49 Energy-dispersive X-ray spectroscopy (EDX), elemental mapping, field emission scanning electron microscopy (FE-SEM), FT-IR, X-ray diffraction (XRD), thermogravimetric (TG), derivative thermogravimetry (DTG) and vibrating-sample magnetometery (VSM) analyses were used to characterize the nanocomposite.
The EDX (Fig. 1) and elemental mapping (Fig. 2) analyses of nano-[GO@Fe3O4@R-NHMe2][HSO4] showed carbon, which is pertained to GO and the organic moiety anchored to Fe3O4. The analyses indicated oxygen, which is ascribed to GO, Fe3O4 and HSO4−. Observation of the peak related to iron in the EDX spectrum, and observing iron in the elemental mapping images confirmed existing Fe3O4 in the nanocomposite structure. Both analyses verified existing silicon, which is belong to Si-propyl-functionalized N1,N1,N2,N2-tetramethylethylenediamine-N1,N2-diium moiety. The peak assigned to nitrogen of N1,N1,N2,N2-tetramethylethylenediamine-N1,N2-diium component was observed in the EDX spectrum; nitrogen was also seen in the elemental mapping analysis. The chlorine (related to Cl−) was observed in both analyses. Observation of S in the EDX and elemental mapping analyses approved existing HSO4− in the structure of NGFRNH. Furthermore, the elemental mapping images demonstrate good distribution of the elements in the nanocomposite surface.
|
| Fig. 1 The EDX analysis of NGFRNH. | |
|
| Fig. 2 The elemental mapping images of NGFRNH. | |
Fig. 3 illustrates the FE-SEM pictures of NGFRNH; the pictures showed nanosheets of GO with diameter of 35.4, 50.3, 51.1 nm, etc. and crumpled structure in their edges, and also the nanoparticles of the functionalized Fe3O4 supported on GO.
|
| Fig. 3 The FE-SEM pictures of the nanocomposite. | |
The FT-IR spectrum of nano-[GO@Fe3O4@R-NHMe2][HSO4] is represented in Fig. 4, and the interpretation of the spectrum is given in Table 1. The spectrum showed the peaks related to all bonds and functional groups presented in the nanocomposite structure (graphene oxide, Fe3O4, OSi-R′-NHMe2 and HSO4−); thus, the spectrum confirmed successful fabrication of the catalyst, i.e. supporting Fe3O4 on GO to produce GO@Fe3O4, and functionalization of GO@Fe3O4 by the organic component and HSO4−.
|
| Fig. 4 The FT-IR spectrum of NGFRNH. | |
Table 1 The results on interpreting the FT-IR spectrum of NGFRNH
Peak (cm−1) |
Bond or functional group |
464 |
Si–O (rocking) |
590 |
Fe–O (stretching vibration) |
1125 |
SO2 of HSO4− (symmetric stretching) |
1249 |
SO2 of HSO4− (asymmetric stretching) |
1470 |
Aliphatic C–H (bending) |
1630 |
CC of GO (stretching vibration) |
1714 |
CO of GO (stretching vibration) |
2926 |
Aliphatic C–H (stretching vibration) |
∼2570–3630 |
OH groups of HSO4− and GO (stretching) |
The XRD pattern of nano-[GO@Fe3O4@R-NHMe2][HSO4] is displayed in Fig. 5. The peak located at 11.37° can be related to GO; the low intensity of the peak is because of supporting Fe3O4 on GO nanosheets and also functionalization by Si-R′-NHMe2 and hydrogen sulfate. The diffraction lines appeared at 31.99, 35.91, 38.72, 43.78, 53.39, 58.38 and 63.01° verified existing Fe3O4 (a cubic spinel form) in the nanocomposite structure, and consequently, successful supporting Fe3O4 on GO nanosheets. The other data obtained from the XRD pattern, such as FWHM (width at half maximum), interplanar distance, relative intensity of the peaks and crystalline sizes of the particles, are illustrated in Table 2; the crystalline sizes, which were calculated by Debye–Scherrer equation, were in the range of 3.63–54.13 nm, and are in acceptable compliance with the sizes gained from the FE-SEM analysis (Fig. 3).
|
| Fig. 5 The XRD spectrum of NGFRNH. | |
Table 2 The XRD data of for NGFRNH
2θ (°) |
FWHM (°) |
Interplanar distance (nm) |
Rel. int. (%) |
Crystalline size (nm) |
5.197 |
0.2952 |
1.7006 |
100.00 |
26.96 |
8.658 |
0.1968 |
1.0213 |
71.04 |
40.52 |
11.373 |
0.1476 |
0.7780 |
27.83 |
54.13 |
15.793 |
0.2952 |
0.5611 |
23.25 |
27.19 |
18.993 |
0.3936 |
0.4673 |
48.69 |
20.48 |
25.137 |
0.3936 |
0.3543 |
42.09 |
20.70 |
26.920 |
0.3936 |
0.3312 |
42.21 |
20.77 |
31.997 |
0.3936 |
0.2797 |
18.55 |
21.01 |
35.909 |
1.5744 |
0.2500 |
13.94 |
5.30 |
38.717 |
0.9840 |
0.2326 |
8.49 |
8.56 |
43.779 |
2.3616 |
0.2068 |
2.83 |
3.63 |
63.014 |
0.5904 |
0.1475 |
8.53 |
15.79 |
Thermal durability of NGFRNH was determined by TG and DTG analyses (Fig. 6); the corresponding diagrams demonstrate weight losing in three stages. The weight loss occurred up to 175 °C (with Tmax at 166.5 °C in the DTG diagram) can be related to thermal desorption of water and solvents adsorbed on the nanocomposite surface. The second and third stages of the weight losing which took place at 175–320 °C (with Tmax at 265.7 °C in the DTG diagram) and 320–600 °C (with Tmax at 513.2 °C in the DTG diagram) can be due to the decomposition of oxygen-containing groups in GO (carboxylic acid, hydroxyl and epoxide) and the organic constitute grafted with GO@Fe3O4 (i.e. Si-R′-NHMe2). The weight loss after 470 °C is related to decomposition of GO nanosheets.
|
| Fig. 6 The TG and DTG curves of NGFRNH. | |
Magnetic behavior of nano-[GO@Fe3O4@R-NHMe2][HSO4] was studied by VSM analysis; Fig. 7 depicts the analysis result. Considering the VSM diagram, saturation magnetization (Ms) of the nanocomposite was ∼5.4 emu g−1. Lower Ms of NGFRNH compared to Fe3O4 is due to supporting Fe3O4 on graphene nanosheets and functionalization with the organic component and hydrogen sulfate. Nevertheless, NGFRNH had sufficient magnetic property to recycle from the reaction mixture by an external magnet.
|
| Fig. 7 The VSM diagram of the magnetic nanocomposite. | |
3.2. Application of NGFRNH as catalyst for manufacturing N,N′-alkylidene bisamides
Investigating catalytic property of nano-[GO@Fe3O4@R-NHMe2][HSO4] was done on the construction of N,N′-alkylidene bisamides from aryl aldehydes and primary amides. In this regard, the condensation of 4-chlorobenzaldehyde (0.5 mmol) and benzamide (1 mmol) was tested using 0.035, 0.040 and 0.045 g of NGFRNH at 90, 100, 110 and 115 °C in the absence of solvent; Scheme 2 illustrates the model reaction, and Table 3 indicates the obtained results. The best results were attained when the reaction was performed using 0.040 g of the nanocomposite at 110 °C (entry 2); so, 0.040 g was chosen as the optimal catalyst dosage, and 110 °C was selected as the optimized temperature. To compare catalytic efficacy of nano-[GO@Fe3O4@R-NHMe2][HSO4] with the precursors used for its synthesis, and determine the role of graphene oxide, the model reaction was examined without catalyst and also in the presence of the precursors (GO, II and III) under identical conditions. As Table 3 exemplifies, these conditions were not efficient, and afforded low or moderate yields of product 6 (entries 7–10). Thus, our plan to design nano-[GO@Fe3O4@R-NHMe2][HSO4] as catalyst for the fabrication of N,N′-alkylidene bisamides was logical. Furthermore, considering the results acquired in entries 7 and 8, GO role was not only as a support, but also it could act as a co-catalyst. In another study, the gram scale synthesis of product 6 was studied; for this purpose, 5 mmol (0.703 g) of 4-chlorobenzaldehyde was reacted with 10 mmol (1.211 g) of benzamide in the presence of 0.400 g of NGFRNH at 110 °C, in which the bisamide was obtained in 93% after 20 min.
|
| Scheme 2 The model reaction to acquire the best conditions. | |
Table 3 Optimization of the reaction conditions
Entry |
Catalyst |
Catalyst amount (g) |
Temp. (°C) |
Time (min) |
Yielda (%) |
Isolated yield. |
1 |
NGFRNH |
0.035 |
110 |
25 |
93 |
2 |
NGFRNH |
0.040 |
110 |
15 |
98 |
3 |
NGFRNH |
0.045 |
110 |
15 |
98 |
4 |
NGFRNH |
0.040 |
90 |
35 |
76 |
5 |
NGFRNH |
0.040 |
100 |
25 |
91 |
6 |
NGFRNH |
0.040 |
115 |
15 |
98 |
7 |
— |
— |
110 |
15 |
<10 |
8 |
GO |
0.040 |
110 |
15 |
27 |
9 |
Material II |
0.040 |
110 |
15 |
38 |
10 |
Material III |
0.040 |
110 |
15 |
42 |
After attaining the optimized conditions, the domain and performance of the nanocatalyst for the construction of N,N′-alkylidene bisamides were assessed through usage of miscellaneous aromatic aldehydes (carrying diverse electron-attracting and electron-releasing substituents on their ortho, meta or para positions), and also aromatic and aliphatic amides in the reaction; the gained results are reported in Table 4. It was found that all substrates afforded the relevant bisamides in short times and high to excellent yields; these results confirmed wide domain and high efficiency of NGFRNH to catalyze the reaction.
Table 4 The construction of various derivatives of N,N′-alkylidene bisamide using NGFRNH
|
Product no. |
Ar |
R |
Time (min) |
Yielda (%) |
M.p. (°C) [lit.] |
Isolated yield. |
1 |
C6H5 |
C6H5 |
20 |
94 |
222–225 (220–221)45 |
2 |
2-O2NC6H4 |
C6H5 |
20 |
93 |
255–257 (257–259)41 |
3 |
3-O2NC6H4 |
C6H5 |
25 |
97 |
226–228 (228–230)47 |
4 |
4-O2NC6H4 |
C6H5 |
20 |
96 |
260–262 (261–263)42 |
5 |
2-ClC6H4 |
C6H5 |
15 |
97 |
243–245 (242–244)47 |
6 |
4-ClC6H4 |
C6H5 |
15 |
98 |
256–259 (258–261)43 |
7 |
2,4-Cl2C6H3 |
C6H5 |
25 |
97 |
203–205 (201–203)44 |
8 |
4-Cl,3-O2NC6H3 |
C6H5 |
25 |
94 |
247–249 (250–252)38 |
9 |
4-BrC6H4 |
C6H5 |
15 |
97 |
254–257 (252–254)42 |
10 |
4-FC6H4 |
C6H5 |
15 |
97 |
230–233 (227–229)44 |
11 |
4-MeOC6H4 |
C6H5 |
30 |
89 |
220–222 (223–225)44 |
12 |
4-MeC6H4 |
C6H5 |
15 |
95 |
241–244 (241–244)43 |
13 |
4-O2NC6H4 |
CH3 |
25 |
97 |
257–260 (260–265)39 |
14 |
4-ClC6H4 |
CH3 |
15 |
96 |
254–257 (252–255)38 |
15 |
4-MeOC6H4 |
CH3 |
20 |
92 |
213–215 (215–217)39 |
On basis of the literature,42,43,47 a reasonable mechanism was suggested for the construction of N,N′-alkylidene bisamides (Scheme 3). Nano-[GO@Fe3O4@R-NHMe2][HSO4] can catalyze the reaction by its acidic group (hydrogen sulfate); its roles involve: (i) activating the electrophiles in steps 1 and 3 to accept nucleophilic attack of amide, and (ii) conversion of the hydroxyl group to a good leaving group in step 2 for elimination of a H2O molecule.
|
| Scheme 3 The mechanism. | |
Capability of NGFRNH for recovering and reusing was perused on the reaction of 4-chlorobenzaldehyde and benzamide (Scheme 2); it was recovered pursuant to the described way in experimental section, and reused for three times without remarkable loss of catalytic activity (Fig. 8). However, in fourth recycling (run 5), the reaction yield was significantly decreased.
|
| Fig. 8 The recoverability results of NGFRNH. | |
To compare NGFRNH with the reported catalysts, the construction of bisamides 1, 6 and 12 was chosen, and the catalysts were compared in terms the reaction conditions, time and yield; Table 5 illustrates this comparison. The reaction yields of our catalyst are higher than the reported ones, and the reaction times are shorter than most of the reported catalysts showed in Table 5. The reaction conditions of NGFRNH are better than some catalysts, and are same with the others (in terms of performing the reaction under solvent-free conditions or in solvent). The reaction temperature of NGFRNH is as same as some catalysts, and is higher than the others. The another advantage of NGFRNH with respect to some catalysts reported in Table 5 is ability to catalyze the reaction in the case of aromatic and aliphatic amides.
Table 5 The construction of bisamides 1, 6 and 12 using NGFRNH and some reported catalysts
Catalyst |
Conditions |
Time (min) for products 1/6/12 |
Yield (%) for products 1/6/12 |
Ref. |
Nano-Mn-[phenyl-salicylaldimine-methyl-pyranopyrimidinedione]Cl2. In the research, this product has not been constructed. H5[PV2W10O40] immobilized on clay. GO grafted with SO3H-functionalized glycerin. Nano-2-[N′,N′-dimethyl-N′-(silica-n-propyl)ethanaminium chloride]-N,N-dimethylaminium bisulfate. |
NGFRNH |
Solvent-free, 110 °C |
20/15/15 |
94/98/95 |
This work |
Nano-[Mn-PSMP]Cl2a |
EtOH, reflux |
—b/150/270 |
—b/85/75 |
38 |
Ph3CCl |
EtOH, 60 °C |
—b/35/—b |
—b/90/—b |
39 |
HPVAC-20c |
Solvent-free, 110 °C |
35/25/40 |
93/96/90 |
40 |
Montmorillonite K10 |
Solvent-free, 100 °C |
80/—b/—b |
85/—b/—b |
41 |
GO@Gl-SO3Hd |
Solvent-free, 110 °C |
15/10/15 |
91/96/90 |
42 |
3D-network polymer supported ionic liquid |
Toluene, reflux |
30/25/30 |
85/83/87 |
43 |
Nano-[DSPECDA][HSO4]e |
Solvent-free, 90 °C |
30/—b/30 |
91/—b/79 |
44 |
ZnO/KIT-6@NiFe2O4 |
Solvent-free, 60 °C |
10/10/10 |
90/94/75 |
45 |
C/TiO2–SO3H |
Solvent-free, 100 °C |
90/120/120 |
93/93/90 |
46 |
KH2PO4 supported on silica |
Solvent-free, 80 °C |
15/15/15 |
87/90/71 |
47 |
4. Conclusions
Briefly, we have fabricated a novel graphene oxide-based magnetic nanocomposite possessing an acidic group (HSO4−); it may catalyze organic transformations which require acidic catalyst to carry out. In this research, we have successfully applied the nanocomposite as catalyst to construct N,N′-alkylidene bisamides from aryl aldehydes (1 eq.) and primary amides (2 eq.); the privileges of this approach comprise wide domain, high performance, construction of the products in short times and excellent yields, efficiency of the protocol to fabricate the bisamides from aromatic and aliphatic amides, utilization of solvent-free conditions, magnetically recovering the catalyst, recoverability of the catalyst for three times without significant loss of its activity and good accordance with principles of green chemistry.
Data availability
The data supporting this article have been included as part of the ESI.†
Author contributions
Abdolkarim Zare: investigation, project administration, supervision, formal analysis, writing – original draft, writing – review & editing. Marziyeh Barzegar: methodology, formal analysis, writing – original draft. Esmael Rostami: investigation, supervision, formal analysis. Ahmad Reza Moosavi-Zare: investigation, writing – review & editing, formal analysis.
Conflicts of interest
There are no conflicts to mention.
Acknowledgements
The authors are thankful from Payame Noor and Persian Gulf Universities due to helping this research.
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