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. 2021 Apr 23;11:8848. doi: 10.1038/s41598-021-88439-6

Desulfurization of liquid fuels using aluminum modified mesoporous adsorbent: towards experimental and kinetic investigations

Mohammad Reza Khosravi-Nikou 1,, Mohammad Hadi Safari 1, Amir Asadi Rad 1, Pouya Hassani 1, Mohammad Mohammadian 1, Maryam Ahmadi 2, Negin Ghafari 1, Maryam Naseri 3,
PMCID: PMC8065138  PMID: 33893379

Abstract

In this study, a modified mesoporous adsorbent (MSU-S) impregnated by aluminum was used to remove the aromatic sulfur compounds from n-decane as the model fuel. Physical and chemical properties of as-synthesized adsorbent were investigated by XRD (X-Ray Diffraction), SEM (Scanning Electron Microscopy), FTIR (Fourier Transform Infrared spectroscopy) and BET (Brunauer–Emmett–Teller) method. Adsorptive desulfurization of model fuel was studied through batch and continues processes under mild temperature and normal atmospheric pressure. The equilibrium adsorption was modeled by Langmuir, Temkin, and Freundlich and the kinetics of adsorption was studied through first, second and intraparticle diffusion models. It was figured out that Temkin and the pseudo-second-order model were best fitting the adsorption equilibrium and describing the kinetics, respectively.

Subject terms: Chemistry, Engineering, Materials science, Nanoscience and technology

Introduction

Sulfur combinations present in fuel lead to sulfur dioxide and sulfate particulate generation and they are a major source of environmental pollutions1,2. When reduction of CO and NOx are intended in the automobile catalytic guards, organic sulfur compounds can reduce efficiently by poisoning of the catalysts3,4. Therefore, fuel desulfurization is one of the most important research areas to overcome this negative effect.

The main sulfur containing compounds (SCCs) in the liquid fossil fuels are thiophene (T) and its derived compounds such as, benzothiophene (BT), dibenzothiophene (DBT) and 4,6- dimethyldibenzothiophene (4,6-DMDBT). There are also some other low molecular weight compounds such as SO2, SO3, H2S which are produced during the combustion and degradation process5,6.

To reach the acceptable level of SCCs in the fuel, petroleum refineries use hydrodesulfurization technology (HDS) to reduce sulfur content of hydrocarbon products. But this technic is not ecconomic and effective for sulfur compounds removal because it needs high temperature and pressure and therefore, high operational costs13,710. In order to overcome these difficulties for production of the ultra-clean fuel, alternative methods are investigated. Among of these emerging technologies, adsorptive desulfurization is an alternative to the HDS due to its mild operating conditions. In this process, the removal efficiency can be varied by the physico-chemical properties of adsorbents11. For this purpose, different classes of the adsorbents such as reduced metals12, metal oxides13, metal organic frameworks14, zeolite-based materials15, carbon or carbon-based composite materials are investigated. Until now, zeolite-based compounds named MSU-S are considered significantly because of their available wide sources, low costs, high surface area and ease of modification in structure1619.

One of the main disadvantages of MSU-S mesoporous materials is the low selectivity towards SCCs. In other words, MSU-S adsorption capability of SCCs and other competitive components in the fuel is almost the same. Therefore, developing highly selective MSU-S with enough loading capacity is important to enhance the adsorption of sulfur compounds in the fuel. In the previous work, different modifications like CeO2-MSU-S, Cu2O-MSU-S, CoO2-MSU-S, Fe2O3-MSU-S and CrO2-MSU-S are introduced and it was obtained that modification by copper has the best performance among other metals to remove sulfur containing compounds3,20,21.

The main goal of this work was to remove sulfur components in the synthetized fuel using Al2O3-MSU-S. The properties of as-synthesized sorbent was examined by BET, XRD, FESEM and FT-IR techniques. Batch and continuous adsorption tests were performed and the adsorption was investigated thermodynamically and kinetically.

Experimental

Chemicals

Sodium aluminate and fumed silica were prepared from Sigma-Aldrich Chemical Co. (USA). N-decane, tetrapropylammonium hydroxide (TPAOH 40% aqueous solution), dibenzothiophene, hexa decyl trimethylammonium bromide (HTABr) of synthetic grade, ethanol (> 99%), nonahydrated aluminum nitrate of analytical grade were bought from Merck Co. These compounds were employed without any purifying process.

Preparation of material

MSU-S

The methodology used to synthesize MSU-S (MFI) mesoporous adsorbent was like what is explained by Rashidi et al.21. 79.26 g of deionized water was blended with 10.2 g of TPAOH for MFI formation resource. After that sodium aluminate (0.34 g) and fumed silica (6.0 g) were blended in the TPAOH. Then it was blended in an Erlenmeyer flask (braced completely to inhibit water vaporization while aging and to hold the chemicals composition ratio constant) for 18 h at the water bath of 50° C to obtaining zeolite MFI grains. So, HTABr (9.44 g) as the surfactant was blended with deionized water (100 g) and added to the suspension of grains to make the mesoporous structure. Afterward, sulfuric acid (0.1 M) was injected to the chemicals to retain pH at 9. The produced gel was placed in the stainless-steel autoclave, then kept in the oven at 150 °C for 48 h. The produced powder was washed several times using DW and then filtered and placed at 80 °C oven for 9 h. After that, the white chemical was introduced to the mixture of 0.1 M NH4NO3 and ethanol with a reflux temperature for ion exchanging. The resulting material was desiccated at 90 °C for 12 h. The final product was calcinated in the muffle furnace at 550 °C in the air at 1 °C/min for 10 h.

Impregnation

Al (NO3)3 used as an aluminum source to be loaded on MSU-S. In order to make a dispersed phase of Al2O3 on the MSU-S, the required amount of metal precursor was mixed in DW. A specific amount of MSU-S was introduced to the mixture while it was mixed and left over the night at 70 °C to lose moisture. The prepared gel was desiccated at 90 °C for 12 h. After that, for the calcination process, the final product was put in the furnace and heated with the rate of 1 °C/min to reach 550 °C and preserved at this temperature for 4 h. In order to activate the synthesized material and before being used in the adsorption test, it was placed at hydrogen atmosphere at 190 °C.

Model fuel

To prepare synthesized fuel like a real fuel, n-decane as the paraffinic compound and dibenzothiophene as the sulfur source were used.

Characterization of samples

The XRD (X-ray diffraction) was studied applying wave length = 1.5418 Å, 40 kV and 40 mA of Cu Kα radiation in the domain from 1° to 10° and 20° to 80°. The Fourier transform infrared (FTIR) pattern of the adsorbent was reported on the Nicolet Impact 400. 128 scans were picked at a 4 cm−1 resolution in the mid-IR region using KBr. The Brunauer–Emmett–Teller (BET) was applied to derive surface area and average pore diameter. The textural properties of the materials were investigated by N2 adsorption/desorption at − 196 °C with the Belsorp-mini-instrument. SEM (scanning electron microscopy) was done on the Zeiss instrument for the morphological study of the sorbent. The chemical analysis of Energy dispersive X-ray spectroscopy (EDS) was performed with Oxford Instrument.

General adsorption tests

Batch process

Batch experiment is done to discuss equilibrium and kinetics of adsorption of DBT on Al2O3-MSU-S and then to investigate adsorption capacity, equilibrium and kinetics models. For all experiments, 0.2 g adsorbent and 0.5 g model fuel were used. The tests were performed in the capped vials and mixed with constant stirring speed of 250 rpm at room temperature and atmospheric conditions.

Continuous adsorption experimental procedure

In order to get the breakthrough and saturation amount for the adsorbent, the experiments were performed in a continuous process. For the continuous tests, DBT content in the fuel was considered to be 400 ppmw. The breakthrough /adsorption experiments were done in the reactor of fixed-bed stainless-steel (150 mm long, 10 mm internal diameter) with a layer of quartz sand. Approximately, 0.5 g of Al2O3-MSU-S was placed into the reactor. In order to obtain the saturation point the treated fuel was sampled every 5–10 min.

Sulfur concentration analysis

The sulfur amount in the synthesized fuel was defined by GC Gas Chromatograph YL6100 model with the capillary column (5 TRB, Length: 30 m, Internal Diameter: 0.32 mm, DF: 1 μm; Teknokroma.), and the FID containing He as carrier gas.

Results and discussion

Adsorbent features

XRD

Figure 1a shows the XRD low-angle spectra of the adsorbents. As it illustrate, the influence of loading aluminum decreases maximum intensity of MSU-S clearly, which depicts that crystalline phase converts to amorphous phase relatively2426. It is obvious that impregnating of aluminum has a negative impact on mesoporous pattern of MSU-S. As illustrated in Fig. 1b, there are four maximums in the high-angle area of XRD spectra of Al2O3-MSU-S, associated with the head for MSU-S hexagonal mesostructure. All these maximum points indicate the formation of crystalline phase of aluminum oxide on the adsorbent (MSU-S) after being injected on the surface6 (Fig. 2).

Figure 1.

Figure 1

(a) XRD with Small-angle pattern for MSU-S and Al2O3-MSU-S (b) XRD with wide-angle pattern of Al2O3-MSU-S.

Figure 2.

Figure 2

FTIR spectra of two adsorbents. (a) MSU-S and (b) Al2O3-MSU-S.

Nitrogen adsorption–desorption

Volume, mean diameter of the pores and BET surface area for MSU-S and Al2O3-MSU-S are presented in Table 1. It shows that the surface area of MSU-S was decreased when impregnated by aluminium. Nitrogen adsorption–desorption isotherm is demonstrated in Fig. 3. It is obvious that there is a hysteresis loop during adsorption–desorption. According to the IUPAC classification, isotherm type IV can be used to describe hysteresis behavior of Al2O3-MSU-S that is the characteristic feature of mesoporous solid. A low-pressure hysteresis which is gained in Fig. 3 extending to the lowest achievable pressures. A step occurs in the adsorption curve between partial pressures P/Po of 0.8 to 1. Figure 4 illustrates the pore size dispensation of Al2O3-MSU-S. The sharp peak around 21 Å in this figure might be according to the internal cavity and represents the narrow pore size2833.

Table 1.

Textural features of the sorbents.

Sorbent BET surface area (m2/g) Mean pore diameter (Å) Total pore volume (cm3/g)
MSU-S 677 24 0.65
Al2O3-MSU-S 158 21 0.60
Figure 3.

Figure 3

Nitrogen adsorption–desorption isotherm for Al2O3-MSU-S.

Figure 4.

Figure 4

Pore size distribution for Al2O3-MSU-S.

Fourier transform infrared (FTIR) pattern

The FTIR pattern of MSU-S and Al2O3-MSU-S is presented in Fig. 2. It indicates that Si–O–Si bond is asymmetric internally and stretches at 1103 per cm. The Si–O–Si proportioned length exists at 472 per cm is related to the Si–O–Al in the adsorbent. The band at 3416 per cm related to the silanol group that is the characteristic of adsorbent. The different band that appears in this adsorbent in comparison with spectrum of MSU-S, centered at 1622 cm−1. So, it is concluded that nitrate of the metal reacted with the empty places Al2O3-MSU-S20,27,28.

FESEM image and EDS result

SEM image and EDS of the sample are illustrated in Fig. 5. The Al2O3-MSU-S sample shows aggregates of rounded particle3. The EDS results in the images verifies successfully loading of Al2O3 on the surface of adsorbent.

Figure 5.

Figure 5

SEM scans and EDS analysis of Al2O3-MSU-S.

Adsorption mechanism

As mentioned in other studies and research, sulfur compounds can be removed by certain sorbents either through the S–M bonds formation or the π-complexation. Direct sulfur-sorbent interactions by ion exchange between metal oxide (Al3+) and sulfur compounds can be attributed to hard and soft acids and bases (HSAB) principle. According to this theory, hard acids prefer to connect with hard bases, and soft acids prefer soft bases. The large differences in electronegativity between hard acids and hard bases leads to strong ionic interactions. The electronegativities of soft acids and soft bases are almost the same and therefore, they have less ionic interactions and they almost make covalent connections. The interactions between hard acid–soft base or soft acid–hard base are mostly polar covalent and tend to be more reactive or less stable. The polar covalent compounds readily make either ionic or covalent compounds if they are permitted to react. Al3+ is a hard acid and prefers to combine with DBT by the direct S–M (metal oxide) σ-bond. In this case, the strength of the direct S–M σ-bond basically depends on the charge number and ionic radius of the metal ion21.

Adsorption equilibrium

Synthetic fuel with various amounts of DBT was applied to investigate the adsorption isotherms. The Freundlich, Temkin and Langmuir isotherms were applied to examine equilibrium results. Equations (1)–(3) show the mathematical form of the isotherms:

Langmuir isotherm:qe=qmKLCe1+KLCe 1
Freundlich isotherm:qe=KFCe1n 2
Temkin isotherm:qe=RTbTlnATCe 3

Ce (mg kg−1) is the content of sulfur-component material at equilibrium; KL (kg mg−1) and qm (mg g−1) are the Langmuir isotherm parameters relevant to the adsorption energy and the largest load, respectively; KF (mg1−(1/n)/g−1 kg1/n) and 1/n show the Freundlich parameters relevant to the adsorption volume and also in Temkin ; R is universal constant, T is temperature, AT(L/g), and bT are Temkin constants, respectively; and qe (mg g−1) is the content of sulfur-component adsorbed at the equilibrium/mass of adsorbent. Equations (4)–(6) show the linearized form of the Langmuir, Freundlich and Temkin models.

Langmuir isotherm:1qe=1qm+1KLqm1Ce 4
Freundlich isotherm:lnqe=lnKF+1nlnCe 5
Temkin isotherm:qe=RTbTlnAT+RTbTlnCe 6

KL and qm for Eq. (4), also KF and 1/n in Eq. (5), RTbT and AT for Eq. (6) can be found using slope and intercept of the plotted experimental data. Figures 6, 7, 8 illustrate the linear form of models fitted on the experimental data2,19.

Figure 6.

Figure 6

Contact time effect on Al2O3-MSU-S execution.

Figure 7.

Figure 7

Pseudo–second order performance to predict experimental data.

Figure 8.

Figure 8

Breakthrough curves of adsorption of DBT on Al2O3-MSU-S (1 atm, 25 °C, 1.0186 h−1).

Tables 2 and 3 demonstrates the calculated parameters from regression of data and with the correspondence coefficient (R2) amounts of the models for adsorption isotherms for MSU-S and Al2O3-MSU-S. It is obvious that Temkin model can be used to define the adsorption of DBT on the sorbent due to higher values of R2 compared with other models. Based on this model, there is an indirect adsorption interaction between DBT and Al2O3-MSU-S as adsorbent. It means the heat of adsorption decreases with increasing coverage in a linear relation. Therefore, a uniform distribution of binding energies was observed in the adsorption process.

Table 2.

Different isotherm models for DBT adsorption on MSU-S.

Isotherm model Parameters Compound (DBT)
Langmuir qm (mg/g) 19.23
KL (kg/mg) 0.00226
R2 0.9955
Freundlich 1/n 0.472
KF (mg/g) (kg/g)1/n 1.25
R2 0.9732
Temkin AT (kg/g) 0.0184
RT/bT 4.61
R2 0.9963

Table 3.

Different isotherm models for DBT adsorption on Al2O3-MSU-S.

Isotherm model Parameters Compound (DBT)
Langmuir qm (mg/g) 66.67
KL (kg/mg) 0.00106
R2 0.8450
Freundlich 1/n 0.437
KF (mg/g) (kg/g)1/n 1.65
R2 0.8990
Temkin AT (kg/g) 0.013
RT/bT 13.057
R2 0.9100

Kinetics of DBT adsorption

From Fig. 6 it is clear that by increasing the contact time between model fuel and adsorbent, the residual concentration of sulfur content decreased. This figure points out that the major and effective adsorption takes place in the first 40 min and after a while reaches to an asymptotic amount.

Pseudo-first order, pseudo-second order, and intraparticle diffusion kinetic relations have been utilized to assess the kinetics of sulfur adsorption onto Al2O3-MSU-S.

The pseudo-first order relation is shown as:

dqtdt=kladqe-qt 7

qt = adsorption loads (mg/g) at the time of t, qe = adsorption loads (mg/g) at equilibrium, k1ad = constant rate of pseudo-first order adsorption (per minute).

Integrating from Eq. (7) and employing boundary limits from t = 0 to t = t and qt = 0 to qt = qt, leads to the following equation:

lnqe-qt=lnqe-kladt 8

As shown in Eq. (8) if ln (qe − qt) vs. time is plotted, k1ad and lnqe could be defined through slope and intercept of the model, respectively. Equation (9) shows the pseudo-second-order kinetic reltion3436:

dqtdt=k2adqe-qt2 9

where k2ad expresses the rate constant (gr/mg.min). After being integrated and employing boundary values (t = 0 to t = t and qt = 0 to qt = qt), equation can be derived in the following3538:

1qt=1k2adqe2×1t+1qe 10

As shown in Eq. (10) if t/qt vs. t is plotted, k2ad and qe are defined through slope and intercept of the model. The intraparticle pattern which was presented by Weber and Morris is indicated as follows39,40:

qt=kit0.5+C 11

where ki shows the rate constant (mg/g min0.5) and C is a constant (mg/g). As shown in Eq. (11) if qt vs. t0.5 is plotted, ki and C can be specified through slope and intercept of the model, respectively. Tables 4 and 5 illustrates the constant parameters and R2 values of models which are calculated by curve fitting of experimental data for MSU-S and Al2O3-MSU-S. As it is observed clearly, the best fitting for adsorption experimental data is the pseudo-second order pattern with maximum correlation coefficients in comparison with the intraparticle diffusion pattern and pseudo-first order models18,39,40. Figure 7 shows the performance of pseudo second order model to predict experimental data. Regarding the experimental and theoretical study, k2, the pseudo-second order constant is related to the primary concentration of the adsorbate. From this model, it can be suggested that the adsorption procedure is in two-steps. The first stage exhibits the film diffusion from mixture to the outer surface of adsorbent and the second step indicates diffusion into the rough surface and abundant voids. One of the major advantages of this model is capability of modeling adsorption with significant change in adsorbate concentration which makes it reliable.

Table 4.

Kinetical study for adsorption of DBT on MSU-S.

Compounds Pseudo first-order Pseudo second-order Intraparticle diffusion
qe (mg/g) k1ad (1/min) R2 qe (mg/g) k2ad (g/mg.min) R2 qe (mg/g) ki (g/mg.min0.5) R2
DBT 15.16 0.032 0.9659 15.92 0.00225 0.9813 1.453 1.026 0.8765

Table 5.

Kinetical study for adsorption of DBT on Al2O3-MSU-S.

Compounds Pseudo first-order Pseudo second-order Intraparticle diffusion
qe (mg/g) k1ad (1/min) R2 qe (mg/g) k2ad (g/mg.min) R2 qe (mg/g) ki (g/mg.min0.5) R2
DBT 9.99 0.011 0.9095 11.40 0.213 0.9958 19.10 0.8681 0.9031

Fixed-bed adsorption/breakthrough test

Adsorption of DBT over Al2O3-MSU-S

Figure 8 shows the breakthrough graphs of adsorption of DBT on Al2O3-MSU-S at ambient temperature, atmospheric pressure and 1.0186 per hour LHSV. For these experiments 2.92 g of the model fuel/gram of sorbent (g-F/g-A) was used in the fixed-bed adsorber. When saturation point is reached, the C/Co value for DBT rises strongly.

In order to find saturation capacity of Al2O3-MSU-S, integral calculus of the breakthrough curve is used. It was observed that adsorption load of presented sorbent to adsorb DBT from model fuel is 0.072 mmol/g7. Table 6 shows the adsorption capacity of different loads of metals on MSU-S adsorbent. It is obvious that the maximum adsorption load of DBT is related to Al2O3-MSU-S adsorbent.

Table 6.

Adsorption capacity for DBT on different adsorbent.

Adsorbent Adsorption capacities (mmol/g)
MSU-S6 0.034
CrO2-MSU-S6 0.068
Fe2O3-MSU-S6 0.047
CeO2-MSU-S21 0.013
Cu2O-MSU-S21 0.038
Al2O3-MSU-S (present work) 0.072

Conclusion

In this work, MSU-S was synthesized, modified with aluminum and characterized to be applied in adsorptive desulfurization of model fuel. Modification of present MSU-S by the aluminum had negative effect which decreased the surface area for adsorption. Loading aluminum ions on the MSU-S enhanced adsorption selectivity through ion-exchange in the adsorbent. Comparing between aluminum modification and other metal modified MSU-S showed that capacity drastically varied by the order of Al2O3 > CrO2 > Fe2O3 > Cu2O > CeO2. Finally, it was found that Temkin and pseudo-second order models are the best models to define DBT adsorption on Al2O3-MSU-S equilibrium and kinetics phenomena.

Author contributions

All the authors collaborated in data curation, methodology, software, formal analysis, and resources, writing—review and editing.

Competing interests

The authors declare no competing interests.

Footnotes

Publisher's note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Contributor Information

Mohammad Reza Khosravi-Nikou, Email: khosravi_m@yahoo.com.

Maryam Naseri, Email: naaseri1375@gmail.com.

References

  • 1.Barbara P, Rufino MN, Campos-Martin JM, Fierro JLG. Towards near zero-sulfur liquid fuels: A perspective review. Catal. Sci Technol. 2011;1:22–23. [Google Scholar]
  • 2.Mansouri A, Khodadadi AA, Mortazavi Y. Ultra-deep adsorptive desulfurization of a model diesel fuel on regenerable Ni–Cu/γ-Al 2 O 3 at low temperatures in absence of hydrogen. J. Hazard. Mater. 2014;271:120–130. doi: 10.1016/j.jhazmat.2014.02.006. [DOI] [PubMed] [Google Scholar]
  • 3.Song C, Ma X. New design approaches to ultra-clean diesel fuels by deep desulfurization and deep dearomatization. Appl. Catal. B Environ. 2003;41:207–238. doi: 10.1016/S0926-3373(02)00212-6. [DOI] [Google Scholar]
  • 4.Wang J, Hua W, Yue Y, Gao Z. MSU-S mesoporous materials: An efficient catalyst for isomerization of α-pinene. Bioresour. Technol. 2010;101:7224–7230. doi: 10.1016/j.biortech.2010.04.075. [DOI] [PubMed] [Google Scholar]
  • 5.Velu S, Ma X, Song C. Selective adsorption for removing sulfur from jet fuel over zeolite-based adsorbents. Ind. Eng. Chem. Res. 2003;42:5293–5304. doi: 10.1021/ie020995p. [DOI] [Google Scholar]
  • 6.Ahmadi M, Anvaripour B, Khosravi-Nikou MR, Mohammadian M. Selective denitrogenation of model fuel through iron and chromium modified microporous materials (MSU-S) J. Environ. Chem. Eng. 2017;1:1. [Google Scholar]
  • 7.Kim JH, Ma X, Zhou A, Song C. Ultra-deep desulfurization and denitrogenation of diesel fuel by selective adsorption over three different adsorbents: a study on adsorptive selectivity and mechanism. Catal. Today. 2006;111:74–83. doi: 10.1016/j.cattod.2005.10.017. [DOI] [Google Scholar]
  • 8.Sentorun-Shalaby C, Saha SK, Ma X, Song C. Mesoporous-molecular-sieve-supported nickel sorbents for adsorptive desulfurization of commercial ultra-low-sulfur diesel fuel. Appl. Catal. B Environ. 2011;101:718–726. doi: 10.1016/j.apcatb.2010.11.014. [DOI] [Google Scholar]
  • 9.Van de Voorde B, Boulhout M, Vermoortele F, Horcajada P, Cunha D, Lee JS, et al. N/S-heterocyclic contaminant removal from fuels by the mesoporous metal–organic framework MIL-100: The role of the metal ion. J. Am. Chem. Soc. 2013;135:9849–9856. doi: 10.1021/ja403571z. [DOI] [PubMed] [Google Scholar]
  • 10.Ja’fari M, Ebrahimi SL, Khosravi-Nikou MR, Ultrasound-assisted oxidative desulfurization and denitrogenation of liquid hydrocarbon fuels: A critical review. Ultrason. Sonochem. 2018;40:955–968. doi: 10.1016/j.ultsonch.2017.09.002. [DOI] [PubMed] [Google Scholar]
  • 11.Wang Y, Yang RT, Heinzel JM. Desulfurization of jet fuel JP-5 light fraction by MCM-41 and SBA-15 supported cuprous oxide for fuel cell applications. Ind. Eng. Chem. Res. 2008;48:142–147. [Google Scholar]
  • 12.Wang L, Yang RT, Sun C. Graphene and other carbon sorbents for selective adsorption of thiophene from liquid fuel. AIChE J. 2013;59:29–32. doi: 10.1002/aic.13896. [DOI] [Google Scholar]
  • 13.Breysse M, Djega-Mariadassou G, Pessayre S, Geantet C, Vrinat M, Pérot G, et al. Deep desulfurization: Reactions, catalysts and technological challenges. Catal. Today. 2003;84:129–138. doi: 10.1016/S0920-5861(03)00266-9. [DOI] [Google Scholar]
  • 14.Topsøe, H., Clausen, B. S., & Massoth, F. E. Hydrotreating catalysis. Springer (1996).
  • 15.Topsøe H. Developments in operando studies and in situ characterization of heterogeneous catalysts. J. Catal. 2003;216:155–164. doi: 10.1016/S0021-9517(02)00133-1. [DOI] [Google Scholar]
  • 16.Lei Y, Shengqiang W, Ruicong W, Hongbing YU. Selective removal of nitrogen-containing heterocyclic compounds from transportation diesel fuels with reactive adsorbent. Chin. J. Chem. Eng. 2013;21:558–563. doi: 10.1016/S1004-9541(13)60512-1. [DOI] [Google Scholar]
  • 17.Zhang ZY, Shi TB, Jia CZ, Ji WJ, Chen Y, He MY. Adsorptive removal of aromatic organosulfur compounds over the modified Na-Y zeolites. Appl. Catal. B Environ. 2008;82:1–10. doi: 10.1016/j.apcatb.2008.01.006. [DOI] [Google Scholar]
  • 18.Xue M, Chitrakar R, Sakane K, Hirotsu T, Ooi K, Yoshimura Y, et al. Selective adsorption of thiophene and 1-benzothiophene on metal-ion-exchanged zeolites in organic medium. J. Colloid Interface Sci. 2005;285:487–492. doi: 10.1016/j.jcis.2004.12.031. [DOI] [PubMed] [Google Scholar]
  • 19.Ahmadi M, Mohammadian M, Khosravi-Nikou MR, Baghban A. Experimental, kinetic, and thermodynamic studies of adsorptive desulfurization and denitrogenation of model fuels using novel mesoporous materials. J. Hazard Mater. 2019;1:1. doi: 10.1016/j.jhazmat.2019.04.029. [DOI] [PubMed] [Google Scholar]
  • 20.Shahriar SA, Lin H, Zheng Y. Adsorptive denitrogenation and desulfurization of diesel fractions by mesoporous SBA15-supported nickel (II) phosphide synthesized through a novel approach of urea matrix combustion. Ind. Eng. Chem. Res. 2012;51:14503–14510. doi: 10.1021/ie3015044. [DOI] [Google Scholar]
  • 21.Mohammadian M, Khosravi-Nikou MR, Shariati A, Aghajani M. Model fuel desulfurization and denitrogenation using copper and cerium modified mesoporous material (MSU-S) through adsorption process. Clean. Technol. Environ. Policy. 2018;1:1–18. [Google Scholar]
  • 22.Rashidi S, Nikou MRK, Anvaripour B. Adsorptive desulfurization and denitrogenation of model fuel using HPW and NiO-HPW modified aluminosilicate mesostructures. Microporous Mesoporous Mater. 2015;211:134–141. doi: 10.1016/j.micromeso.2015.02.041. [DOI] [Google Scholar]
  • 23.Rashidi H, Hamoule T, Khosravi Nikou MR, Shariati A. DME synthesis over MSU-S catalyst through methanol dehydration reaction. Iran J. Oil. Gas Sci. Technol. 2013;2:67–73. [Google Scholar]
  • 24.Santos AL, Reis RA, Rossa V, Reis MM, Costa ALH, Veloso CO, et al. Silica–alumina impregnated with cerium, nickel, and molybdenum oxides for adsorption of sulfur and nitrogen compounds from diesel. Mater. Lett. 2012;83:158–160. doi: 10.1016/j.matlet.2012.06.011. [DOI] [Google Scholar]
  • 25.Munnik P, Wolters M, Gabrielsson A, Pollington SD, Headdock G, Bitter JH, et al. Copper nitrate redispersion to arrive at highly active silica-supported copper catalysts. J. Phys. Chem. C. 2011;115:14698–14706. doi: 10.1021/jp111778g. [DOI] [Google Scholar]
  • 26.Vantomme A, Yuan Z-Y, Du G, Su B-L. Surfactant-assisted large-scale preparation of crystalline CeO2 nanorods. Langmuir. 2005;21:1132–1135. doi: 10.1021/la047751p. [DOI] [PubMed] [Google Scholar]
  • 27.Tan P, Qin J-X, Liu X-Q, Yin X-Q, Sun L-B. Fabrication of magnetically responsive core–shell adsorbents for thiophene capture: AgNO3-functionalized Fe3O4@ mesoporous SiO2 microspheres. J. Mater. Chem. A. 2014;2:4698–4705. doi: 10.1039/c3ta14491g. [DOI] [Google Scholar]
  • 28.Rouquerol J, Avnir D, Fairbridge CW, Everett DH, Haynes JM, Pernicone N, et al. Recommendations for the characterization of porous solids (Technical Report) Pure Appl. Chem. 1994;66:1739–1758. doi: 10.1351/pac199466081739. [DOI] [Google Scholar]
  • 29.Hussain AHMS, Tatarchuk BJ. Adsorptive desulfurization of jet and diesel fuels using Ag/TiOx–Al2O3 and Ag/TiOx–SiO2 adsorbents. Fuel. 2013;107:465–473. doi: 10.1016/j.fuel.2012.11.030. [DOI] [Google Scholar]
  • 30.Meng C, Fang Y, Jin L, Hu H. Deep desulfurization of model gasoline by selective adsorption on Ag+/Al-MSU-S. Catal. Today. 2010;149:138–142. doi: 10.1016/j.cattod.2009.02.038. [DOI] [Google Scholar]
  • 31.Lourenço JP, Fernandes A, Henriques C, Ribeiro MF. Al-containing MCM-41 type materials prepared by different synthesis methods: Hydrothermal stability and catalytic properties. Microporous Mesoporous Mater. 2006;94:56–65. doi: 10.1016/j.micromeso.2006.03.020. [DOI] [Google Scholar]
  • 32.Naik SP, Bui V, Ryu T, Miller JD, Zmierczak W. Al-MCM-41 as methanol dehydration catalyst. Appl. Catal. A Gen. 2010;381:183–190. doi: 10.1016/j.apcata.2010.04.007. [DOI] [Google Scholar]
  • 33.Mohammadian M, Ahmadi M, Khosravi-Nikou MR. Adsorptive desulfurization and denitrogenation of model fuel by mesoporous adsorbents (MSU-S and CoO-MSU-S) Pet. Sci. Technol. 2017;35:608–614. doi: 10.1080/10916466.2016.1265562. [DOI] [Google Scholar]
  • 34.Jeevanandam P, Klabunde KJ, Tetzler SH. Adsorption of thiophenes out of hydrocarbons using metal impregnated nanocrystalline aluminum oxide. Microporous Mesoporous Mater. 2005;79:101–110. doi: 10.1016/j.micromeso.2004.10.029. [DOI] [Google Scholar]
  • 35.Fouladgar M, Beheshti M, Sabzyan H. Single and binary adsorption of nickel and copper from aqueous solutions by γ-alumina nanoparticles: Equilibrium and kinetic modeling. J. Mol. Liq. 2015;211:1060–1073. doi: 10.1016/j.molliq.2015.08.029. [DOI] [Google Scholar]
  • 36.Deravanesiyan M, Beheshti M, Malekpour A. The removal of Cr (III) and Co (II) ions from aqueous solution by two mechanisms using a new sorbent (alumina nanoparticles immobilized zeolite)—Equilibrium, kinetic and thermodynamic studies. J. Mol. Liq. 2015;209:246–257. doi: 10.1016/j.molliq.2015.05.038. [DOI] [Google Scholar]
  • 37.Xu X, Zhang S, Li P, Shen Y. Equilibrium and kinetics of Jet-A fuel desulfurization by selective adsorption at room temperatures. Fuel. 2013;111:172–179. doi: 10.1016/j.fuel.2013.04.068. [DOI] [Google Scholar]
  • 38.Wen J, Han X, Lin H, Zheng Y, Chu W. A critical study on the adsorption of heterocyclic sulfur and nitrogen compounds by activated carbon: equilibrium, kinetics and thermodynamics. Chem. Eng. J. 2010;164:29–36. doi: 10.1016/j.cej.2010.07.068. [DOI] [Google Scholar]
  • 39.Desta MB. Batch sorption experiments: Langmuir and Freundlich isotherm studies for the adsorption of textile metal ions onto Teff Straw (Eragrostis tef) agricultural waste. J. Thermodyn. 2013;1:1. doi: 10.1155/2013/375830. [DOI] [Google Scholar]
  • 40.Fo O, Odebunmi EO. Freundlich and Langmuir isotherms parameters for adsorption of methylene blue by activated carbon derived from agrowastes. Adv. Nat. Appl. Sci. 2010;4:281–288. [Google Scholar]

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