Article

Fuel production via catalytic cracking of pre-hydrotreated heavy-fuel oil generated by marine-transport operations

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Abstract

We examine the conversion of heavy-fuel oil waste generated by marine-transport operations into drop-in transportation fuels. The proposed conversion process comprises two steps: (i) hydrotreatment and (ii) fluid catalytic cracking (FCC) under industrially relevant conditions. CoMo/Al2O3 is employed as the catalyst for hydrotreating, primarily aimed at sulfur reduction. In the second stage, a highly intensive study of the FCC over an equilibrated steamed zeolite catalyst is performed. We provide a complete analytical overview of all the products and byproducts of these two reactions, including the coke deposited over the FCC catalysts using various characterization techniques, including high-resolution mass spectrometry. The hydrotreatment eliminates 67% of sulfur present in the original ship oil, while the cracking yields up to 47 wt% high-quality gasoline, containing 37 wt% aromatics, and 23 wt% i-paraffins. Based on the molecular-level characterization of the formed coke species and the performed parametric study, this work provides insights into the optimum operational conditions for minimizing coke deposition and improving the gasoline yield and quality.

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The hydrodesulfurization (HDS) of dibenzothiophene (DBT) over a NiMo/Al-SBA-15 catalyst was performed in different solvent systems and the results showed that the solvent selection had a great impact on the TOF values and the reaction networks. The phase equilibrium experiments, and the PRO/II stimulation ascribed the solvent effects as the partial evaporation of DBT and the large diffusion resistance in the gas-liquid-solid reaction. The density functional theory (DFT) simulation and the GC–MS results attributed the solvent effects to the competitive adsorption of H2, DBT, and the solvent molecules on the active sites. Hydrogen donations of decalin and tetralin were found to have negligible contributions to the HDS processes, while the corresponding dehydrogenation process of decalin and tetralin would produce naphthalene and the other polycyclic aromatic compounds, consequently leading to the lower HDS efficiencies. Furthermore, the internal diffusion effectiveness factors (η) were calculated, and the results demonstrated that the HDS of DBT in the p-xylene and tetralin solvent systems were limited by the surface-reactions, while that in the DBT-cyclohexane system was limited by the intraparticle diffusion.
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The molecular structure of sulfur compounds in residual oils and their desulfurization reactivity during residue hydroprocessing (RHT) process were investigated by virtue of the self-established semiquantitative APPI FT-ICT MS combined with the kinetic analysis of the hydrodesulfurization of individual sulfur compounds. In order to increase the characterization accuracy and gain more structure details on the sulfur compounds, a prior SARA separation scheme of residual oils into clearly-defined fractions was performed. Results show that S1, S2, S3, and N1S1 class were the dominated species in the residual oil feedstock. During RHT process, the S1 class species were identified as the key refractory sulfur compounds, while S2 and S3 class species were identified as the easily-removed sulfur compounds. The molecular structure change of S1 class species during RHT process was marked by a drastic increase in the aromaticity and polycondensation, indicating that S1 class species with less-aromatic cores exhibited higher reactivity. Moreover, a novel DBE-based lumping kinetics approach containing 6 sulfur groups of S1 class compounds was developed to investigate the desulfurization reactivity of individual sulfur compounds. The results revealed that the reactivity of sulfur compounds depends on their structure, and different molecular structure brings distinctly different reactivity. The reactivity difference between the individual sulfur compounds in residual oils is considerably smaller than that in other petroleum fractions with lower boiling points, such as VGO, diesel. This research provides a deep insight into complex desulfurization chemistry during RHT process.
Article
Characterization of heteroatom compounds in crude oils is very important in petroleum production and processing. The ultrahigh-resolution Fourier transform ion cyclotron resonance mass spectrometry (FT-ICR MS) is a powerful MS technique for it but with expensive costs. It is necessary to develop a generally accepted alternative analytical approach to replace FT-ICR MS. In this study, a reversed-phase liquid chromatography (RPLC)-high-resolution (HR) MS method was proposed on an Orbitrap MS with electrospray ionization (ESI). The optimal chromatographic and MS parameters and internal mass calibration method were suggested. The sample complexity was greatly reduced by RPLC separation. Mass resolution (240 K at m/z 200) of Orbitrap MS was enough to obtain an accurate elemental assignment in complex petroleum fractions. False-positive element composition assignment could be easily excluded by the RPLC retention behavior of isomers. The performance of RPLC-Orbitrap MS was evaluated in comparison with direct injection (DI)-FT-ICR MS and DI-Orbitrap MS in positive ion mode for heavy oil analysis. The results showed that heteroatom class species, DBE vs carbon number distributions were very similar between RPLC-Orbitrap MS and DI-FT-ICR MS. The developed methods were further used to analyze petroleum oil fractions with boiling ranges at 180–350 °C, 350–530 °C and >530 °C. Detailed heteroatom class species and corresponding DBE vs carbon number distributions were obtained. This study demonstrated that the RPLC-Orbitrap MS technique could successfully be applied for heteroatom compound characterization in petroleum fractions.
Article
We have studied the effect of adding scrap tire pyrolysis oil (STPO) as feed or co-feed in the cracking of vacuum gasoil (VGO) using a commercial equilibrated catalyst. The cracking experiments were performed in a laboratory scale fluid catalytic cracking (FCC) simulator using VGO, STPO, or a blend of the two (20 wt% of STPO), contact time = 6 s, catalyst/feed ratio = 5, and 530 °C. The composition of the different feeds has been correlated with the yield of products and the amount-location-nature of the deactivating species (coke). Our results indicate that adding STPO increases proportionally the gasoline yield, synergistically increase the yield of light cycle oil while uncooperatively decrease the yields of heavy cycle oil and coke. We further investigated the effect on coke formation, characterizing deeply the coked catalyst and coke. In fact, the coke deposited under the cracking of STPO is more aliphatic, lighter, and located in the micropores of the catalyst. The complete analysis of the coke fractions (soluble and insoluble) have lighted the peculiar chemistry of these species as a function of the type of feed used. The results point to a viable and economically attractive valorization route for discarded tires.
Article
Some aromatic sulfur compounds contained in vacuum gas oils are known to be very refractory to hydrotreatment. Thus, a better knowledge of these molecules would help to improve hydrodesulfurization efficiency by designing targeted catalysts or choosing adequate operating conditions for hydrotreatment process. The characterization of such compounds using advanced analytical techniques such as Fourier Transform Ion Cyclotron Resonance Mass Spectrometry (FT-ICR MS) can give more information about the aromaticity and the number of carbon atoms of these refractory molecules. One vacuum gas oil feed and six hydrotreated samples obtained from pilot plant tests at several temperatures or using different catalysts have been analyzed using APPI(+)-FT-ICR MS. The differences of the aromaticity and number of carbon atoms among the several hydrotreated samples have been investigated to identify the effects of catalysts and temperatures over hydrotreatment process. Principal Component Analysis was used to explore the obtained data and put forward the variables explaining most of the variance between the hydrotreated samples.
Chapter
Catalytic cracking is a conversion process that can be applied to a variety of feedstocks ranging from gas oil to heavy crude oil and residuum. The concept of catalytic cracking is basically the same as thermal cracking, but it differs by the use of a catalyst that is not (in theory) consumed in the process, and it is one of several practical applications used in a refinery that employ a catalyst to improve process efficiency and product slate. Catalytic cracking in the usual commercial process involves contacting a feedstock (usually a gas oil fraction) with a catalyst under suitable conditions of temperature, pressure, and residence time. By this means, a substantial part (>50%) of the feedstock is converted into gasoline and lower boiling products, usually in a single-pass operation. However, during the cracking reaction, carbonaceous material is deposited on the catalyst, which markedly reduces its activity, and removal of the deposit is very necessary. The carbonaceous deposit arises from the thermal decomposition of high-molecular-weight polar species (asphaltene constituents and resin constituents) in the feedstock. The removal of the deposit from the catalyst is usually accomplished by burning in the presence of air until catalyst activity is reestablished. The purpose this chapter is to present catalytic cracking processes in the light of their use and development in modern refineries as well as potential innovations that will be used in the refineries of the future.
Article
Ship wastes are incidentally regulated within the regime of marine pollution and the prevention of ship-source pollution is heavily reliant on the provision of adequate port reception facilities on land. However, the coordination between these facilities and further downstream management operations is still an unresolved issue. This paper examines from a legal perspective the challenges and opportunities related to the management of wastes generated on-board vessels after they are discharged to port reception facilities. Ship wastes are studied from a European Union (EU) law perspective and the author evaluates the integration of ship waste management within wider EU waste legislation and national waste management plans. Keywords: Ship wastes, Port reception facilities, Sea/land interface, Waste management, Directive (EU) 2019/883
Article
Reducing emissions from internal combustion engines is becoming one of the most important tasks for engine manufactures and transport regulatory organizations. In particular, the marine transportation sector is one of the most polluting, due to the intense maritime activity and the use of low-quality fuels, burned in Heavy Duty Diesel Engines, for ship propulsion and auxiliary power generation. In order to reduce the global shipping environmental impact, the IMO (International Maritime Organization) is restricting NO x and SO x ships' emissions through the introduction of the IMO Tier III legislation, which requires to consider a wide spectrum of emissions reduction technologies and strategies, which are going to have an impact on the engine performance and fuel consumption. In this work, the main solutions being currently developed or adopted for low and medium speed Diesel engines have been reviewed from a qualitative, and sometimes quantitative, point of view, but, in comparison to previous literature, focusing more on their potential with respect to possible waste heat recovery systems utilization , such as, in particular, steam Rankine cycles and Organic Rankine Cycles (ORC). Indeed, even though many of the considered emissions mitigation technologies lead to a certain amount of penalty in fuel economy, the use of waste heat recovery systems to recover wasted engines energy could become interesting in order to develop more efficient but, at the same time, cleaner engines.
Article
The co-feeding of scrap tires pyrolysis oil (STPO) on the catalytic cracking of vacuum gasoil (VGO) has been investigated with the aim of exploring the capacity of the refinery fluid catalytic cracking (FCC) unit to upgrade discarded tires at large-scale. The runs have been carried out in a CREC (Chemical Reactor Engineering Centre) riser simulator reactor that mimics the behavior of the industrial unit at the following conditions: 500-560 °C; catalyst/oil ratio, 3-7 gcat goil-1; contact time, 6 s. Obtained results with the blend of 20 wt% STPO in VGO have been compared with those obtained in the cracking of the pure streams, i.e., STPO and VGO, to get a proper idea of the synergetic effects that could be involved in the co-feeding. This way, when the STPO is co-fed with the VGO the production of naphtha (C5-C12) and light cycle oil (C13-C20) lumps are maximized, as the over-cracking reactions that convert them into gaseous products (C1-C4) are mitigated. Consequently, the co-feeding promotes the production of high-interest hydrocarbons for refineries. Additionally, the naphtha obtained in the cracking of the blend shows a lower content of paraffins and naphthenes than that obtained with the VGO, and higher of olefins and aromatics.
Article
In this work, a detailed analysis of a bio-oil obtained by pyrolysis of softwoods and its esterified product is described. Information of the type of chemical function groups were obtained by 13C and 1H nuclear magnetic resonance (NMR) and Fourier transform infrared spectroscopy (FT-IR) and compositional analysis was obtained by Fourier transform ion cyclotron resonance mass spectrometry (FTICR MS). The results obtained indicate that aliphatic hydrogen and carbon atoms are found in higher abundance, compared with aromatic hydrogen-carbon frameworks. Furthermore, a decrease in oxygen functional groups was observed after esterification. According to the FTICR MS results, the samples contain highly oxygenated species corresponding to compound classes Ox, NOx and BOx, with a high predominance of Ox species. After esterification, the compositions shifted towards lower oxygen-content, lower number of rings and double bonds, and longer alkyl chains as a consequence of the water removal via the condensation reaction.
Article
The catalytic and thermal cracking of three types of whole crude oils, having API gravity at 34° (AL), 39° (AXL) and 51° (ASL), were investigated via a fixed-bed micro-activity test (MAT) unit at high temperature between 600 and 650 °C. Equilibrium FCC catalyst (E-Cat)/ZSM-5 additive was used for catalytic cracking tests at 30 s and catalyst/oil (C/O) ratio of 2.0–6.0. For both thermal and catalytic cracking of all crude oils, the increase in reaction temperature resulted in higher conversion and enhanced yields of C2-C4 light olefins, LPG, coke, and dry gas at the expense of naphtha, heavy cycle oil (HCO), and light cycle oil (LCO). In thermal cracking, the yields of C2-C4 olefins at 650 °C were as follows: AL (22.8 wt.%) > AXL (19.0 wt.%) > ASL (18.8 wt.%) associated with naphtha yields of 34.4, 38.1 and 48.0 wt.%, respectively. Compared with thermal, catalytic cracking over E-Cat/ZSM-5 enhanced conversion, doubled the yields of light olefins and showed an increase in aromatics content of naphtha fraction. Contrary to thermal cracking, the yields of C2-C4 olefins in catalytic cracking were as follows: ASL (42.9 wt.%) > AXL (41 wt.%) > AL (39.1 wt.%) associated with naphtha yields of 31.7, 27.5, and 23.0 wt.%, respectively.
Article
Hierarchical micro-mesoporous ZSM-5 zeolites synthesized via an embedded nanocarbon cluster approach were studied for isomerization of n-butene, catalytic cracking of n-hexane, catalytic cracking and hydrocracking of n-hexadecane. The introduction of mesoporosity into ZSM-5 zeolite framework was achieved by using carbon/SiO2 composite obtained from a carbonaceous gas deposition on silica gel as a mesoporogen. The synthesized hierarchical ZSM-5 zeolites with different Si/Al ratios were characterized by means of XRD, ICP-OES, N2 adsorption-desorption isotherm measurement, TEM, ²⁷Al MAS NMR, NH3-TPD, FTIR of pyridine adsorption and constraint index (CI) test. Compared with the conventional H-ZSM-5, the hierarchical H-ZSM-5 exhibits an enhancement in the catalytic activity in terms of higher reactant conversion and product yield for isomerization of n-butene and catalytic cracking of n-hexadecane, as the mesopores provide larger pores as well as improved accessible active sites. Moreover, Pt loaded on hierarchical H-ZSM-5 exhibit a remarkably enhanced catalytic activity in hydrocracking of n-hexadecane compared to Pt loaded on conventional H-ZSM-5 due to a smaller and higher dispersion of Pt nanoparticles. For n-hexane cracking, the presence of mesopores does not improve n-hexane conversion on the fresh catalyst because this reaction proceeds via monomolecular pathway and the corresponding reaction species are smaller than 10-ring pore windows of ZSM-5 zeolite. However, the hierarchical structure improves the catalytic stability in n-hexane cracking due to the presence of mesopores, which can shorten the diffusion path length, suppressing the consecutive reactions and, thus reducing the coke formation.
Article
23 gas oil samples from different origins were analyzed in positive and negative ion modes by electrospray ionization Fourier transform ion cyclotron resonance mass spectrometry (ESI(+/-)-FT-ICR MS). Sample ionization and ion transfer conditions were first optimized using Design of Experiment approach. Advanced characterization of basic and neutral nitrogen compounds in these samples was then performed through ESI(+/-)-FT-ICR MS analysis. A good repeatability was observed from the analysis of six replicates for each gas oil sample. Significant differences in molecular composition were spotted between the gas oils, either considering identified heteroatomic classes or within nitrogen families and were later correlated to samples macroscopic properties. The evolution of nitrogen relative intensities for one feed and two corresponding effluents has also been studied to monitor hydrotreatment reaction pathways towards aromaticity and alkylation levels evolutions.
Article
This study delves into the performance of a Pt-Pd and a Ni-W catalyst supported on a phosphorus-containing activated carbon (ACP) in the hydrodeoxygenation (HDO) of raw bio-oil, as well as the enhancement of phenolic and aromatic product yields produced by incorporating physically mixed HZSM-5 zeolites (20 wt%) of different Si/Al ratio (15 and 140 in zeolites Z15 and Z140, respectively) in the catalytic bed. The HDO runs have been conducted in a fixed bed reactor at: 450 °C; 65 bar; space time, 0.15 gcat h g⁻¹bio-oil; 90 ml min⁻¹ H2; and time on stream up to 6 h. After a fast initial deactivation due to coke deposition the catalysts reached a pseudosteady state at which the carbon product yields are higher than in fresh catalyst conditions. The NiW catalyst provided yields of 42.3 wt% liquid carbon products (in a dry bio-oil basis), yielding 5.3 wt% phenolic and 12.3 wt% aromatic product yields. The NiW + Z140 combination was the most efficient catalyst (with a 47.3 wt% carbon production, including 6.8 wt% phenolics and 15.5 wt% aromatics) as a consequence of this low-acidity zeolite promoting the synergy with the dehydrogenation activity of metallic sites by favoring the acid-catalyzed cracking reactions of the bio-oil oxygenates, while simultaneously limiting gas product and coke formation. Two types of coke were detected, of thermal origin and catalytic coke, with the formation of the latter being dependent on the acidity of the zeolite.
Article
Predicting the hydrotreating performance of industrial catalysts used for upgrading heavy oils is hampered by the unknown chemistry behind it. In this work, we have used a set of chromatographic and mass spectrometric techniques (APPI/ESI FT-ICR MS, FID-MS GC × GC and PFPD GC) for acquiring a more precise composition of the feed and products of the hydrotreatment of a blend of light cycle oil and scrap tire oil (20 vol%) using three benchmark catalysts: CoMo/Al2O3, NiMo/SiO2-Al2O3 and NiW/USY zeolite. Despite the different nature of the catalysts, the composition of the products was relatively similar, indicating the slower and controlled transformation of the heaviest molecules of the feed, particularly in tire oil. A faithful analysis of these molecules by combining the results of the analysis clarifies the multiple mechanisms affecting hydrotreating simultaneously: hydrodearomatization, hydrocracking, hydrodesulfurization, hydrodeoxygenation and hydrodenitrification. An effort has been made to use these results in a quantitative manner for catalyst screening.
Article
The performance of different zeolite-based catalysts (HY, HZSM-5 and HBeta) on the catalytic cracking of bio-oil has been explored, using a simulated riser reactor and resembling industrial FCC conditions. The effect of the C/O (catalyst/bio-oil) ratio and the zeolite types have been assessed. The level of deoxygenation is >61% (increasing with C/O ratio). Total hydrocarbon yield was higher for the HBeta catalyst (56 wt%), while the liquid hydrocarbons yields were relatively similar for all catalysts, obtaining higher gasoline yields with the HY catalyst (46–55 wt%), and higher LPG yields with the HZSM-5 catalyst (12–14 wt%) due to its higher acidity. The HY zeolite produced more coke (4–7 wt%) given its capacity for retaining coke precursors within its micropores.
Article
Different commercial equilibrium FCC (Fluidized Catalytic Cracking) catalysts have been tested in the upgrading of scrap tires pyrolysis oil (STPO) with the aim of obtaining automotive like fuels. The runs have been performed in a CREC riser simulator reactor under FCC conditions: 470–560 °C; catalyst to oil mass ratio (C/O), 5 gcat gSTPO 1; contact time, 6 s. The performance of the different catalysts, i.e., the extent of cracking reactions and product distribution, has been quantified by means of chromatographic techniques. Quantified product fractions have been the following: dry gas (C1–C2), liquefied petroleum gas (LPG, C3–C4), naphtha (C5–C12), light cycle oil (LCO, C13–C20), and heavy cycle oil (HCO, C20+). Obtained results expose the capacity of the FCC unit for the valorization of STPO, remarking the relevance of the properties of the catalyst, i.e., porous structure and acidity, in reached conversion and product yields.
Article
Effective remediation of bilge water, a shipboard oily liquid waste, is important for both commercial and military vessels due to the domestic and international regulations. In this study, bilge water was used as a substrate for exoelectrogenic bacteria and biodegradation of bilge water and concurrent electricity generation were investigated using Pseudomonas putida ATCC 49128 in single chamber microbial fuel cells (MFCs). To enhance bioavailability of the bilge water, two types of surfactants were added (100 ppm) into the oily wastewater containing 0.1% standard bilge mix (SBM) and their impacts on electricity production were evaluated under various conditions. Anionic surfactant (sodium dodecyl sulfate, SDS) addition increased soluble chemical oxygen demand (SCOD) by forming micelle, producing maximum power density of 225.3 ± 3.2 mW m⁻². However, the MFC with nonionic surfactant (Triton X-100) produced only 2.3 ± 0.1 mW m⁻² due to no enhancement on biodegradable SCOD. A high NaCl concentration (100–500 mM) adversely affected power production due to decrease in available SCOD caused by emulsion coalescence. This is a first study to use surfactants to enhance bioavailability of non-biodegradable oily wastewater in a single chamber MFC.
Article
The porosity and acidity of three commercial FAU Y zeolites (including the original HY-2.6 and dealuminated HY-15/-30 zeolites) were studied comprehensively using nitrogen (N2) physisorption, and mercury (Hg) porosimetry, ammonia temperature-programmed desorption (NH3-TPD) and pyridine Fourier transform infrared (pyridine-IR) analyses. The combined N2 physisorption and Hg porosimetry is a useful tool to evaluate the hierarchical mesoporosity in the dealuminated samples, revealing that HY-15 and HY-30 possess >50% open mesoporosity in the mesopores range of 5–10 nm. The acidity of the dealuminated Y zeolites has been reduced significantly in comparison to that of the original HY-2.6, e.g. Brønsted acidity decreased by ca. 69 folds by dealuminating HY-2.6 to HY-30. Catalytic results of Fischer esterification of methanol with carboxylic acids and aldol condensation of benzaldehyde with 1-heptanal have evidenced that the critical role of mesoporosity of the dealuminated Y zeolites in liquid-phase reactions. For example, in the esterification of lauric acid with methanol, HY-15 and HY-30 with hierarchical mesopores showed better catalytic activity (i.e. conversion of lauric acid: 7.9% and 24.5%, respectively) than HY-2.6 (4.0%). The analysis of the catalytic results along with the acidic property suggests that the acidity is less influential than the porosity of zeolite catalysts. Results from this study allow us to explain the origin of the high activity of zeolites with mesoporosity in the liquid-phase catalysis.
Article
A bacterial strain capable of producing polyhydroxybutyrate (PHB) utilizing hydrocarbon wastes was isolated from oily bilge waste contaminated sea water. The isolate was identified as Ochrobactrum intermedium based on biochemical, 16S rRNA partial gene sequencing. Tolerance and growth of the isolate with different hydrocarbons were analysed. Hydrocarbon degrading ability of O.intermedium was determined by emulsification index and cell surface hydrophobicity analysis. The isolate utilized aliphatic hydrocarbons efficiently than aromatic hydrocarbons. PHB accumulation by the isolate was confirmed by Sudan black and Nile red staining. FTIR, ¹H and ¹³C NMR scans confirm the polymer to be of poly3-hydroxybutyrate. Optimization of Bushnell Hass (BH) medium constituents was carried out by 2 level factorial design and response surface methodology (RSM). Interactive influence of variables having high t-values was analysed by 23 central composite design for the enhancement of PHB production. Optimization of BH medium composition resulted in 37.00% increase in PHB accumulation.
Article
The analyses of thermochemically-derived bio-oil properties and composition are challenging due to the diversity of compounds present and the reactivity of the oils. There are currently a variety of techniques used and no standard method established for the analysis of the molecular weight distribution, weight average molecular weight (Mw) and other molecular weight metrics of bio-oils. This review focuses on the challenges and variation in methodologies employed for the analysis of bio-oils on the basis of molecular weight, particularly by gel permeation chromatography (GPC). GPC is the most practical means for determination of molecular weight metrics of bio-oils but needs to be refined using appropriate standards and/or detectors to ensure consistency and accurate quantification of molecular weight metrics. Future method development for a robust technique with accurate and comparable molecular weight data should focus on GPC with multiple detection methodology on whole bio-oils, verified relative to another technique such as mass spectrometry (MS). MS techniques, such as Fourier transform-ion cyclotron resonance (FT-ICR MS), have also been utilized for the determination of molecular weight distribution of bio-oils and are briefly addressed in this review. Many MS methods can provide extensive characterization and structural speciation of components in bio-oils, and while accurate molecular weight metrics can be obtained with the appropriate use of ionization techniques and optimized parameters to ensure appropriate range of m/z and signals representative of abundance, MS is not a robust or an economically practical method for routine molecular weight analyses. Physical separation techniques such as preparative scale GPC, distillation, and liquid-liquid extraction methods are also briefly addressed in this review in the context of molecular weight analyses.
Article
A new nine-lumped kinetic model is proposed to describe the VGO catalytic cracking using equilibrium fluid catalytic cracking catalyst (E-CAT) modified with ZSM-5 and MCM-41 additives. The kinetic model contained 18 kinetic parameters and 2 parameters for the catalyst deactivation. The catalyst deactivation model was described by an exponential function of time on stream and temperature. Kinetic parameters were estimated based on experimental data at 500, 530, 550, 580, 600, and 620°C by fourth order Runge–Kutta algorithm and genetic algorithm method. Frequency factors and apparent activation energies were calculated according to Arrhenius equation. The apparent activation energies were mainly in the range of 20– *Manuscript Click here to download Manuscript: final manuscript1.docx Click here to view linked References 75 kJ mol-1. The apparent activation energies for VGO to LCO +slurry oil, gasoline and alkanes were much lower than the other cracking paths. The optimum operation temperature which led to the maximum gasoline yield and maximum propylene yield were 550oC and 600oC respectively. The deactivation constant which was described by Arrhenius model, resulted in frequency factor of 23695 and activation energy of 65.198 kJ/mol.
Article
Modeling fluid catalytic cracking (FCC) riser reactors is of significant importance in FCC unit control, optimization and failure detection, as well as development and design of new riser reactors. In this study, kinetic behavior of vacuum gas oil (VGO) catalytic cracking is studied by developing an 8-lump kinetic model to describe the product distribution. The feedstock and products are divided into eight lumps by reasonably simplifying reaction network, including VGO feed, diesel oil and gasoline, LPG, butylenes, propylene, ethylene, light gases, and coke. A time-on-stream non-selective catalytic activity equation is also assumed to model deactivation mechanism. Twenty-seven pairs of model kinetic parameters are estimated using two different optimization methods, namely: non-dominated sorting genetic algorithm II (NSGA-II), and chaotic particle swarm optimization (C-PSO) algorithm. Performances of both optimization methods are compared and C-PSO algorithm is selected as the superior method in terms of computation time and finding the global optimum. In the current research, based on validated estimated parameters of the preferred C-PSO method, the effects of some operating parameters on product yields distribution are investigated and discussed. This model can be used to predict the riser key products and their compositions with high degree of accuracy which may be especially useful for the conventional FCC processes with olefins production streams.
Article
The impact of the composition of the various hydrocarbon fractions in a conventional VGO (saturated SF, aromatic AF and resin RF) and the whole VGO on the coke formed in their catalytic cracking was evaluated over two Y zeolites with different degree of mesoporosity. The parent zeolite was in its protonic form, Si/Al relationship of 30 and the modified sample was desilicated by alkaline treatment. The fractions were separated from the VGO by means of ASTM D2007-11 method. The catalytic conversion experiments were performed in a batch, fluidized bed laboratory Riser Simulator reactor at 500 °C in the 0.7–3.0 s reaction time range, with a zeolite mass of 0.2 g and a zeolite/reactant mass of 1. Independent of zeolite, fraction SF was the easiest to crack. In the case of the AF fraction, the modified zeolite, with the highest intracrystalline mesoporosity, was more active than the parent zeolite. Gasoline was always the main product, with selectivities from 60 to 70%. All the feedstocks produced more coke on the modified zeolite; however, in spite of the higher coke yields, this zeolite suffered a lower loss of total acidity. As expected, a negative change in both acidity and textural properties (specific surface area and pore volume) were observed as a consequence of the formation of coke. The reactivity of VGO over both zeolites differed from that of fraction SF, even though it was the major fraction (68%). This behavior could be the consequence of interactions between the various fractions composing VGO.
Article
We describe complex organic mixture analysis by 21 tesla (T) Fourier transform ion cyclotron resonance mass spectrometry (FT-ICR MS). Ultrahigh mass-resolving power (m/Δm50% > 2 700 000 at m/z 400) and mass accuracy (80 ppb rms) enable resolution and confident identification of tens of thousands of unique elemental compositions. We demonstrate 2.2-fold higher mass-resolving power, 2.6-fold better mass measurement accuracy, and 1.3-fold more assigned molecular formulas compared to our custom-built, state-of-the-art 9.4 T FT-ICR mass spectrometer for petroleum and dissolved organic matter (DOM) analyses. Analysis of a heavy petroleum distillate exemplifies the need for ultrahigh-performance mass spectrometry (49 040 assigned molecular formulas for 21 T versus 29 012 for 9.4 T) and extends the identification of previously unresolved Oo, SsOo, and NOo classes. Mass selective ion accumulation (20 Thompson isolation) of an asphalt volcano sample yields 462 resolved mass spectral peaks at m/z 677 and reveals previously unresolved CcHhNnOoSs mass differences at high mass (m/z > 600). Similar performance gains are realized in the analysis of dissolved organic matter, where doubly charged Oo species are resolved from singly charged SOo species, which requires a mass-resolving power greater than 1 400 000 (at m/z 600). This direct comparison reveals the continued need for higher mass-resolving power and better mass accuracy for comprehensive molecular characterization of the most complex organic mixtures.