Rapid Cycling Thermal Swing Adsorption Apparatus: Commissioning and Data Analyses for Water Adsorption of Zeolites 4A and 13X Over 2000 CyclesClick to copy article linkArticle link copied!
- John H. JacobsJohn H. JacobsChemistry Department, University of Calgary, 2500 University Drive, N.W., Calgary, Alberta T2L 1N4, CanadaMore by John H. Jacobs
- Connor E. DeeringConnor E. DeeringChemistry Department, University of Calgary, 2500 University Drive, N.W., Calgary, Alberta T2L 1N4, CanadaMore by Connor E. Deering
- Kevin L. LesageKevin L. LesageChemistry Department, University of Calgary, 2500 University Drive, N.W., Calgary, Alberta T2L 1N4, CanadaMore by Kevin L. Lesage
- Mitchell J. StashickMitchell J. StashickChemistry Department, University of Calgary, 2500 University Drive, N.W., Calgary, Alberta T2L 1N4, CanadaMore by Mitchell J. Stashick
- Robert A. Marriott*Robert A. Marriott*Email: [email protected]Chemistry Department, University of Calgary, 2500 University Drive, N.W., Calgary, Alberta T2L 1N4, CanadaMore by Robert A. Marriott
Abstract
Evaluation of adsorbent integrity over thousands of cycles is necessary to establish the service time and sustainability of adsorbents employed in industrial dehydration. Herein, an adsorption apparatus for rapidly cycling multiple adsorbents through a thermal swing adsorption process is introduced with results for 2000 cycles. This apparatus has eight sample cells arranged in parallel, which are embedded in an aluminum block for rapid heating and cooling. At the outlet of each cell, the water content and temperatures are measured using capacitance relative humidity sensors, which incorporate resistance thermometers. The analysis of the breakthrough curves generated for each adsorbent gives inference into the change in water uptake capacity over continuous cycling. To handle the large sets of data generated by this instrument, an automated analysis program was implemented. To demonstrate the functionality of the instrument, zeolites 4A and 13X were cycled in a thermal swing process over 2000 cycles and the change in the uptake capacity was monitored by the analysis of the breakthrough plots for each cycle. Furthermore, the results of the breakthrough analyses were verified with the thermogravimetric analysis of the adsorbents. From these experiments, zeolites 4A and 13X were observed to lose 7 ± 3 and 19 ± 7% of the adsorption capacity, respectively.
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1. Introduction
Figure 1
Figure 1. Image of the breakthrough apparatus for cycling adsorbents.
2. Experimental Setup
2.1. Materials
2.2. Rapid Thermal Swing Cycling Apparatus
Figure 2
Figure 2. Schematic of the gas manifold for the wet gas feed and the dry gas feed. PRT indicates a 100 Ω platinum resistance thermometer (four wires).
Figure 3
Figure 3. Schematic of the adsorption cells detailing the insertion of the cells into the aluminum block. PRT indicates a 100 Ω platinum resistance thermometer (two wires).
Figure 4
Figure 4. Schematic of the Nafion water saturator.
Figure 5
Figure 5. Schematic of the adsorption cells detailing the insertion of the cells into the aluminum block.
2.3. Decoupled Safety Circuit
2.4. Rapid TSA Cycling Apparatus Procedure
Figure 6
Figure 6. Breakthrough (blue) curve for zeolite 4A with the corresponding temperature (red) profile for the full cycle conducted during an experiment. Dashed lines indicate what the conditions are during the experiment with regards to temperature control and gas composition.
2.5. Thermogravimetric Analysis
3. Data Processing
3.1. Breakthrough Plot Analysis
Figure 7
Figure 7. Logic of the analysis program for analyzing the breakthrough curves.
Figure 8
Figure 8. (a) R2 for a linear fit (linearity) during the adsorption stage of the cycle (red) with the relative humidity (blue) over the same time period and (b) the relative humidity (blue) of the effluent during the regeneration portion of the experiment.
3.2. Water Uptake from Breakthrough Plot Analyses
4. Results and Discussion
Figure 9
Figure 9. Breakthrough curves sampled through 2000 cycles of zeolite 4A (a). The uptake capacity of zeolite 4A over 2000 cycles as determined by breakthrough time (red, ○), regeneration region integration (blue, Δ), averaged breakthrough analysis (purple, ■), and TGA (black, ⧫) with a linear fit of the TGA data (black, −) (b). The residual error of the breakthrough time analysis (red, ○), regeneration region integration (blue, Δ), and averaged breakthrough analysis (purple, ■) compared to a linear fit of the TGA data (c). Only every 10th cycle is recorded and reported.
Figure 10
Figure 10. Breakthrough curves sampled through 2000 cycles of zeolite 13X (a). The uptake capacity of zeolite 13X over 2000 cycles as determined by breakthrough time (red, ○), regeneration region integration (blue, Δ), averaged breakthrough analysis (purple, ■), and TGA (black, ⧫) with a linear fit of the TGA data (black, −) (b). The residual error of breakthrough time analysis (red, ○), regeneration region integration (blue, Δ), and averaged breakthrough analysis (purple, ■) compared to a linear fit of the TGA data (c). Only every 10th cycle is recorded and reported.
average residual /% | breakthrough time analysis | integration analysis | P value | averaged analysis |
---|---|---|---|---|
zeolite 4A | 3 ± 3 | 3 ± 4 | 1.000 | 1 ± 1 |
zeolite 13X | 5 ± 8 | 2 ± 3 | <.0001 | 1 ± 1 |
Figure 11
Figure 11. Comparison of the literature results with the work reported herein. Zeolite 4A from this work (black, ○) with a linear fit (black, −) and from the work of Ruthven (17) (red, ×) with a line (red, – −) to draw the eye. Zeolite 13X from this work (black, Δ) with a linear fit (black, −) and from the work of Belding et al. (20) (blue, ◊ and □) with a line (blue, – −) to draw the eye. Data from this study have been averaged over 50 cycles.
5. Conclusions
Supporting Information
The Supporting Information is available free of charge at https://pubs.acs.org/doi/10.1021/acs.iecr.1c00469.
Tabulated data discussed in this work (PDF)
Terms & Conditions
Most electronic Supporting Information files are available without a subscription to ACS Web Editions. Such files may be downloaded by article for research use (if there is a public use license linked to the relevant article, that license may permit other uses). Permission may be obtained from ACS for other uses through requests via the RightsLink permission system: http://pubs.acs.org/page/copyright/permissions.html.
Acknowledgments
The funding for this research was provided through the Natural Science and Engineering Research Council of Canada (NSERC) and Alberta Sulphur Research Ltd. (ASRL) Industrial Research Chair in Applied Sulfur Chemistry.
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- 18Li, C.; Jia, W.; Wu, X. Experimental Failure-Mechanism Analysis of 4A Zeolites Used for Natural-Gas Drying. Chem. Technol. Fuels Oils 2015, 51, 245– 251, DOI: 10.1007/s10553-015-0598-5Google Scholar18https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BC2MXht1entrbO&md5=37f84a963851d4bef1dba2367df20bbfExperimental Failure-Mechanism Analysis of 4A Zeolites Used for Natural-Gas DryingLi, Changjun; Jia, Wenlong; Wu, XiaChemistry and Technology of Fuels and Oils (2015), 51 (3), 245-251CODEN: CTFOAK; ISSN:0009-3092. (Springer)Scanning electron microscopic, nitrogen absorption-desorption, and thermogravimetric expts. were conducted on one fresh 4A zeolite and three regenerated 4A zeolite samples taken from the top, middle, and bottom of a natural-gas dehydration bed. The results showed that parts of the regenerated zeolite are blocked due to collapse of the zeolite structure. As a result, the sp. surface area, av. pore vol., and av. pore diam. of regenerated zeolite taken from the middle of the dehydration bed are less by about 59.15, 68.36, and 32.12%, resp., than those of fresh zeolite. Because water mols. cannot enter the internal pores due to blockage caused by collapse of the zeolite structure, the gas-dehydration performance of the regenerated zeolites is reduced. Thermogravimetric anal. of zeolites that adsorbed water showed that the water-adsorption performance of the regenerated zeolites is 35.53% less and the hydrocarbon-adsorption performance of these zeolites is 18.95% greater than those of fresh zeolite.
- 19Santiago, R. G.; dos Santos, B. F.; Lima, I. G.; Moura, K. O.; Melo, D. C.; Grava, W. M.; Bastos-Neto, M.; de Lucena, S. M. P.; de Azevedo, D. C. S. Investigation of premature aging of zeolites used in the drying of gas streams. Chem. Eng. Commun. 2019, 206, 1367– 1374, DOI: 10.1080/00986445.2018.1533468Google ScholarThere is no corresponding record for this reference.
- 20Belding, W. A.; Delmas, M. P. F.; Holeman, W. D. Desiccant Aging and Its Effects on Desiccant Cooling System Performance. Appl. Therm. Eng. 1996, 16, 447– 459, DOI: 10.1016/1359-4311(95)00022-4Google Scholar20https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADyaK28XivF2ns7g%253D&md5=6175d440765be45b005697724f6ef459Desiccant aging and its effects on desiccant cooling system performanceBelding, William A.; Delmas, Marc P. F.; Holeman, William D.Applied Thermal Engineering (1996), 16 (5), 447-459CODEN: ATENFT; ISSN:1359-4311. (Elsevier)Desiccants used for the purpose of space conditioning or enthalpy transfer can be subjected to hundreds of thousands of adsorption/regeneration cycles over their useful life. Studying the loss of a desiccant's equil. water adsorption capacity after exposure to thermal cycling is a common method for quantifying desiccant aging. Since isotherm shape and desiccant capacity can be related to overall cooling-system performance, system cooling capacity and coeffs. of performance over time can be predicted. Adsorption isotherms for several different desiccants have been detd. after subjecting the materials to varying nos. of thermal cycles in a specially designed test unit capable of adsorption desorption cycling every 10 min. Aging curves for a new Type 1M desiccant developed specifically for desiccant cooling applications by LaRoche Industries Inc. are compared to other commonly used desiccants.
- 21Masala, A.; Vitillo, J. G.; Mondino, G.; Grande, C. A.; Blom, R.; Manzoli, M.; Marshall, M.; Bordiga, S. CO 2 Capture in Dry and Wet Conditions in UTSA-16 Metal–Organic Framework. ACS Appl. Mater. Interfaces 2017, 9, 455– 463, DOI: 10.1021/acsami.6b13216Google Scholar21https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BC28XhvFyntLrM&md5=31740eefc1e5dda27db5fd3396984b88CO2 Capture in Dry and Wet Conditions in UTSA-16 Metal-Organic FrameworkMasala, Alessio; Vitillo, Jenny G.; Mondino, Giorgia; Grande, Carlos A.; Blom, Richard; Manzoli, Maela; Marshall, Marc; Bordiga, SilviaACS Applied Materials & Interfaces (2017), 9 (1), 455-463CODEN: AAMICK; ISSN:1944-8244. (American Chemical Society)Water is the strongest competitor to CO2 for adsorption on microporous materials, affecting their performances as CO2 scrubbers in processes such as post-combustion C capture. The metal-org. framework, UTSA-16, is a promising material for its capacity to efficiently capture CO2 in large quantities, thanks to the presence of open metal sites (OMS). This work showed UTSA-16 can able fully desorb water at room temp. This property is unique from all other materials with OMS reported to date. UTSA-16 retains 70% of its CO2 sepn. capacity following water admittance in a test flow created to simulate actual post-combustion C capture process conditions. This important aspect not yet obsd. for any other amine-free material is assocd. with high material stability, as tested in 160 cycles., and a small temp. swing necessary for regeneration, places UTSA-16 in the restrict no. of systems with a real technol. future for CO2 sepn. UTSA-16 has a small temp. swing necessary for regeneration, placing it in a restricted no. of systems with a technol. future for CO2 sepn.
- 22De Marco, L. M.; Trierweiler, J. O.; Farenzena, M. Determination of Remaining Useful Life in Cyclic Processes. Ind. Eng. Chem. Res. 2019, 58, 22048– 22063, DOI: 10.1021/acs.iecr.9b03182Google Scholar22https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BC1MXitFaks7rI&md5=076638f6940567fb250dca1710113768Determination of Remaining Useful Life in Cyclic ProcessesDe Marco, Leonardo M.; Trierweiler, Jorge Otavio; Farenzena, MarceloIndustrial & Engineering Chemistry Research (2019), 58 (48), 22048-22063CODEN: IECRED; ISSN:0888-5885. (American Chemical Society)The anal. of Remaining Useful Life (RUL) of systems and equipments enables the prevention of failures, so that effective maintenance can be performed in time to correct failures that are close to happening. The degrdn. signal of a variable can be used as a basis for estg. the RUL of a given system since this signal is modeled math. correctly. The RUL of cyclic processes is analyzed with the detn. of the No. of Remaining Cycles (NRC) to maximize prodn., guaranteeing operational safety. Two approaches are considered: Bayesian Methodol. and Time Series. The Bayesian methodol. is based on Bayesian Inference to update the stochastic parameter, providing better representativeness in the estn. of the NRC. The deterministic parameters and the hyperparameters in the prior distribution of the stochastic parameter are estd. through the max. likelihood estn. (MLE) method, while the stochastic parameter in the degrdn. model of a system can be updated every time a new degrdn. data is obtained. However, the Time Series is based on Training sets to be able to fit a model that is similar to the set used for validation. In the estn. of NRC, it is considered stationary model (Simple Exponential Smoothing), nonstationary (Double Exponential Smoothing) and a model that considers the component of seasonality (Triple Exponential Smoothing). A Case Study of a Temp. Swing Adsorption (TSA) unit for natural gas dehydration will be used to evaluate these 2 approaches in predicting NRC in cyclic processes. In this Case Study, the authors propose a novel cycle-packaging methodol. that creates a new dimension, allowing the application of NRC forecasting methodologies, which is the main contribution of this article. Probably the Bayesian Methodol. is the most indicated in the NRC estn., while the Time Series are adequate to identify the cyclic pattern of the process.
- 23Gebraeel, N. Z.; Lawley, M. A.; Li, R.; Ryan, J. K. Residual-Life Distributions from Component Degradation Signals: A Bayesian Approach. IIE Transactions 2005, 37, 543– 557, DOI: 10.1080/07408170590929018Google ScholarThere is no corresponding record for this reference.
- 24Si, X.-S.; Wang, W.; Chen, M.-Y.; Hu, C.-H.; Zhou, D.-H. A Degradation Path-Dependent Approach for Remaining Useful Life Estimation with an Exact and Closed-Form Solution. Eur. J. Oper. Res. 2013, 226, 53– 66, DOI: 10.1016/j.ejor.2012.10.030Google ScholarThere is no corresponding record for this reference.
- 25Tang, S.; Yu, C.; Wang, X.; Guo, X.; Si, X. Remaining Useful Life Prediction of Lithium-Ion Batteries Based on the Wiener Process with Measurement Error. Energies 2014, 7, 520– 547, DOI: 10.3390/en7020520Google ScholarThere is no corresponding record for this reference.
- 26Van Der Aa, E. Finite Element Modelling of Temperature Profiles, Distortionsand Residual Stresses Due to TIG Welding. Master Thesis, TU Delft, 2002.Google ScholarThere is no corresponding record for this reference.
- 27Majchrzak-Kucęba, I. A Simple Thermogravimetric Method for the Evaluation of the Degree of Fly Ash Conversion into Zeolite Material. J. Porous Mater. 2013, 20, 407– 415, DOI: 10.1007/s10934-012-9610-1Google Scholar27https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BC3sXjsFKhsr8%253D&md5=ecc87a65d89c6eae5808ea4d0f18b2f1A simple thermogravimetric method for the evaluation of the degree of fly ash conversion into zeolite materialMajchrzak-Kuceba, IzabelaJournal of Porous Materials (2013), 20 (2), 407-415CODEN: JPMAFX; ISSN:1380-2224. (Springer)The thermogravimetry was used for the evaluation of degree of conversion of fly ash into zeolite material alongside the CEC and XRD methods being currently proposed for this purpose. This work proposes the calcn. of the thermogravimetric fly ash-to-zeolite conversion factor, CFTGA, based on the comparison of the mass loss of the com. zeolite (std.) occurred during dehydration with that of the fly ash-derived zeolite. This mass loss is characteristic of a specific zeolite type, and the corresponding zeolite water content in the sample of zeolites indicates their degree of crystallinity and zeolite phase content. The use of the TGA method for the indirect detn. of the fly ash-to-zeolite conversion factor would be preferable owing to its speed compared to other methods proposed for this purpose, as well as the capability to use a consistent procedure. Because of its short CFTGA detn. procedure, the thermogravimetric method can be used for the control and detn. of the quality of fly ash-derived zeolite in an industrial plant.
- 28Musyoka, N. M.; Petrik, L. F.; Hums, E.; Kuhnt, A.; Schwieger, W. Thermal Stability Studies of Zeolites A and X Synthesized from South African Coal Fly Ash. Res. Chem. Intermed. 2015, 41, 575– 582, DOI: 10.1007/s11164-013-1211-3Google Scholar28https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BC3sXntlagu7s%253D&md5=452f5fe3ece7c69649a33b2084092849Thermal stability studies of zeolites A and X synthesized from South African coal fly ashMusyoka, Nicholas M.; Petrik, Leslie F.; Hums, Eric; Kuhnt, Andreas; Schwieger, WilhelmResearch on Chemical Intermediates (2015), 41 (2), 575-582CODEN: RCINEE; ISSN:0922-6168. (Springer)The thermal stability of zeolites A and X synthesized from coal fly ash was studied by evaluation of TGA-DTA curves obtained on increasing the temp. and by in-situ temp.-programmed XRD anal. It was found that zeolites A and X were both stable up to approx. 800 °C and retained their characteristic diffraction peaks up to 440 °C, meaning the crystal structure was still stable. Of particular interest was that zeolite X, which has a unique hierarchical morphol., was thermally stable and was, hence, suitable for applications requiring elevated temps., for example catalysis and pollution control.
- 29Iqbal, A.; Sattar, H.; Haider, R.; Munir, S. Synthesis and Characterization of Pure Phase Zeolite 4A from Coal Fly Ash. J. Cleaner Prod. 2019, 219, 258– 267, DOI: 10.1016/j.jclepro.2019.02.066Google Scholar29https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BC1MXjt1Cht7c%253D&md5=b77f3bd620adf4b0543b7d747b9b6cb9Synthesis and characterization of pure phase zeolite 4A from coal fly ashIqbal, Asifa; Sattar, Hamed; Haider, Rizwan; Munir, ShahidJournal of Cleaner Production (2019), 219 (), 258-267CODEN: JCROE8; ISSN:0959-6526. (Elsevier Ltd.)This study was aimed at the synthesis of pure phase zeolite 4A from coal fly ash sourced from Nishat power plant in the Punjab province of Pakistan. Anal. of fly ash (FA) demonstrated that it can be used to produce low silicate type zeolites specifically zeolite 4A due to its Si/Al molar ratio of ∼2. The current investigation emphasized on the addn. of induction time (before and after crystn.) to the fly ash ext. of Si-Al-Na species that was extd. from fly ash. The induction time helped in catalyzing primary and secondary gel formation during the synthesis leading to controlled formation of single phase with high crystallinity and small crystallite size. The physiochem. investigations of synthetic zeolite 4A by using various anal. techniques made the proposed process justified on comparison with com. zeolite 4A. The X-Ray Diffraction (XRD) anal. for synthesize zeolite 4A confirmed only one crystallog. phase and small crystallite size with 82% crystallinity compared to ref. zeolite with 75% crystallinity. Fourier-Transform IR spectroscopy (FTIR) spectra revealed the structural aspects of synthesis and ref. zeolite by indicating the presence of identical structural units with same height and width of peaks. Morphol. anal. by Scanning Electron Microscope (SEM) showed a well-defined cubic shape of synthesis zeolitic crystals. Surface area analyses by Brunauer-Emmett-Teller (BET) showed that synthesized zeolite possessed 122 m2/g surface area that is 3 times higher than ref. zeolite of 36.3 m2/g. The synthesized zeolite was also found to have smaller particle size than ref. zeolite. Thermal stability comparison of both zeolites was studied by non-isothermal Thermo Gravimetric Anal.-DTA (TGA-DTA) thermograms from 25 to 800°C temp. and both the samples were found to be stable at 800°C.
- 30Buhl, J.-Ch.; Gerstmann, M.; Lutz, W.; Ritzmann, A. Hydrothermal Stability of the Novel Zeolite Type LSX in Comparison to the Traditional 13X Modification. Z. Anorg. Allg. Chem. 2004, 630, 604– 608, DOI: 10.1002/zaac.200300370Google Scholar30https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BD2cXivVantbk%253D&md5=91c68de3bd8fa9728ad601d09baa32bcHydrothermal stability of the novel zeolite type LSX in comparison to the traditional 13X modificationBuhl, J.-Ch.; Gerstmann, M.; Lutz, W.; Ritzmann, A.Zeitschrift fuer Anorganische und Allgemeine Chemie (2004), 630 (4), 604-608CODEN: ZAACAB; ISSN:0044-2313. (Wiley-VCH Verlag GmbH & Co. KGaA)Ion-exchanged LSX with Si/Al = 1.02 and 13X with Si/Al = 1.18 zeolite series (Li, Na, K, Rb, Ca, Sr, Ba cation exchanged) were hydrothermally treated between 423 and 513 K in liq. water under autogenous water vapor pressure. Beside x-ray powder diffraction, the molybdate method and water sorption uptake have been used to characterize the treated specimens. The zeolites show a similar hydrothermal behavior in spite of their different framework Si/Al ratios and depended only on the type of introduced cation. Significant destabilizing effects were obsd., esp. in the presence of K and Rb cations as well as the bivalent Sr and Ba cations. The LSX zeolites are hydrothermally more stable than the LTA zeolites having the same cations despite their similar chem. framework compn.
- 31Fischer, F.; Lutz, W.; Buhl, J.-C.; Laevemann, E. Insights into the Hydrothermal Stability of Zeolite 13X. Microporous Mesoporous Mater. 2018, 262, 258– 268, DOI: 10.1016/j.micromeso.2017.11.053Google Scholar31https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BC2sXhvFejurfM&md5=2fd4457613e365ad9417ce230f7fd4f8Insights into the hydrothermal stability of zeolite 13XFischer, Fabian; Lutz, Wolfgang; Buhl, Josef-Christian; Laevemann, EberhardMicroporous and Mesoporous Materials (2018), 262 (), 258-268CODEN: MIMMFJ; ISSN:1387-1811. (Elsevier B.V.)Zeolite 13X, a hydrophilic adsorbent, can be used for storing thermal energy. However, its crystallinity can degrade under hydrothermal stress in the aq. atm. of an adsorption storage device. This would result in a loss of energy storage capacity. There is still no known method for predicting the long-term hydrothermal stability of zeolites under relevant adsorption storage conditions. A soln. for this could be a kinetic model designed with exptl. data to predict hydrothermal degrdn. The objective of the present study was to examine the hydrothermal stability of zeolite 13X under relevant adsorption storage conditions and to analyze its degrdn. in respect to the influencing factors of H2O vapor pressure, temp. and period of treatment. The studied zeolite 13X powder and zeolite 13X beads have been treated at 200-350° and H2O vapor pressures up to 31 kPa for treatment periods of up to 312 h. The authors analyzed the changes in the zeolite structure, compn. and adsorption properties by x-ray diffraction, SEM, energy-dispersive X-ray spectroscopy, 27Al/29Si MASNMR spectroscopy, molybdate method and H2O sorption. The results show a degrdn. of the cryst. zeolite 13X phase into an amorphous phase under all hydrothermal conditions, although to different degrees. Under specific hydrothermal conditions a portion of the primary cryst. phase withstands further treatment. Based on chem. decompn. mechanisms, this phenomenon are discussed. The complex stability behavior of the zeolite 13X demonstrates that a prediction beyond exptl. data cannot be recommended.
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Abstract
Figure 1
Figure 1. Image of the breakthrough apparatus for cycling adsorbents.
Figure 2
Figure 2. Schematic of the gas manifold for the wet gas feed and the dry gas feed. PRT indicates a 100 Ω platinum resistance thermometer (four wires).
Figure 3
Figure 3. Schematic of the adsorption cells detailing the insertion of the cells into the aluminum block. PRT indicates a 100 Ω platinum resistance thermometer (two wires).
Figure 4
Figure 4. Schematic of the Nafion water saturator.
Figure 5
Figure 5. Schematic of the adsorption cells detailing the insertion of the cells into the aluminum block.
Figure 6
Figure 6. Breakthrough (blue) curve for zeolite 4A with the corresponding temperature (red) profile for the full cycle conducted during an experiment. Dashed lines indicate what the conditions are during the experiment with regards to temperature control and gas composition.
Figure 7
Figure 7. Logic of the analysis program for analyzing the breakthrough curves.
Figure 8
Figure 8. (a) R2 for a linear fit (linearity) during the adsorption stage of the cycle (red) with the relative humidity (blue) over the same time period and (b) the relative humidity (blue) of the effluent during the regeneration portion of the experiment.
Figure 9
Figure 9. Breakthrough curves sampled through 2000 cycles of zeolite 4A (a). The uptake capacity of zeolite 4A over 2000 cycles as determined by breakthrough time (red, ○), regeneration region integration (blue, Δ), averaged breakthrough analysis (purple, ■), and TGA (black, ⧫) with a linear fit of the TGA data (black, −) (b). The residual error of the breakthrough time analysis (red, ○), regeneration region integration (blue, Δ), and averaged breakthrough analysis (purple, ■) compared to a linear fit of the TGA data (c). Only every 10th cycle is recorded and reported.
Figure 10
Figure 10. Breakthrough curves sampled through 2000 cycles of zeolite 13X (a). The uptake capacity of zeolite 13X over 2000 cycles as determined by breakthrough time (red, ○), regeneration region integration (blue, Δ), averaged breakthrough analysis (purple, ■), and TGA (black, ⧫) with a linear fit of the TGA data (black, −) (b). The residual error of breakthrough time analysis (red, ○), regeneration region integration (blue, Δ), and averaged breakthrough analysis (purple, ■) compared to a linear fit of the TGA data (c). Only every 10th cycle is recorded and reported.
Figure 11
Figure 11. Comparison of the literature results with the work reported herein. Zeolite 4A from this work (black, ○) with a linear fit (black, −) and from the work of Ruthven (17) (red, ×) with a line (red, – −) to draw the eye. Zeolite 13X from this work (black, Δ) with a linear fit (black, −) and from the work of Belding et al. (20) (blue, ◊ and □) with a line (blue, – −) to draw the eye. Data from this study have been averaged over 50 cycles.
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- 4Gandhidasan, P.; Al-Farayedhi, A. A.; Al-Mubarak, A. A. Dehydration of Natural Gas Using Solid Desiccants. Energy 2001, 26, 855– 868, DOI: 10.1016/S0360-5442(01)00034-24https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BD3MXmtV2hsb8%253D&md5=2bca0276e8a7d88a32aaa32e36b503c0Dehydration of natural gas using solid desiccantsGandhidasan, P.; Al-Farayedhi, A. A.; Al-Mubarak, A. A.Energy (Oxford, United Kingdom) (2001), 26 (9), 855-868CODEN: ENEYDS; ISSN:0360-5442. (Elsevier Science Ltd.)Natural gas is an important source of primary energy that, under normal prodn. conditions, is satd. with water vapor. Water vapor increases natural gases' corrosivity, esp. when acid gases are present. Several methods can be used to dry natural gas and, in this paper, a solid desiccant dehydrator using silica gel is considered due to its ability to provide extremely low dew points. The design anal. of a two-tower, silica gel dehydration unit to dry one million std. m3 of natural gas per day is presented in this paper and the effects of various operating parameters on the design of the unit are discussed. The study also covers the anal. of energy requirements for the regeneration of the weak desiccant bed based on some simplified assumptions and it is found that the higher the regeneration temp., the smaller are the required quantities of regeneration gas.
- 5Popoola, L.; Grema, A.; Latinwo, G.; Gutti, B.; Balogun, A. Corrosion Problems during Oil and Gas Production and Its Mitigation. Int. J. Ind. Chem. 2013, 4, 35, DOI: 10.1186/2228-5547-4-35There is no corresponding record for this reference.
- 6Bui, M.; Adjiman, C. S.; Bardow, A.; Anthony, E. J.; Boston, A.; Brown, S.; Fennell, P. S.; Fuss, S.; Galindo, A.; Hackett, L. A.; Hallett, J. P.; Herzog, H. J.; Jackson, G.; Kemper, J.; Krevor, S.; Maitland, G. C.; Matuszewski, M.; Metcalfe, I. S.; Petit, C.; Puxty, G.; Reimer, J.; Reiner, D. M.; Rubin, E. S.; Scott, S. A.; Shah, N.; Smit, B.; Trusler, J. P. M.; Webley, P.; Wilcox, J.; Mac Dowell, N. Carbon Capture and Storage (CCS): The Way Forward. Energy Environ. Sci. 2018, 11, 1062– 1176, DOI: 10.1039/C7EE02342A6https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BC1cXls12rurk%253D&md5=6a6fe57614c0daa8bef34122f6515cc8Carbon capture and storage (CCS): the way forwardBui, Mai; Adjiman, Claire S.; Bardow, Andre; Anthony, Edward J.; Boston, Andy; Brown, Solomon; Fennell, Paul S.; Fuss, Sabine; Galindo, Amparo; Hackett, Leigh A.; Hallett, Jason P.; Herzog, Howard J.; Jackson, George; Kemper, Jasmin; Krevor, Samuel; Maitland, Geoffrey C.; Matuszewski, Michael; Metcalfe, Ian S.; Petit, Camille; Puxty, Graeme; Reimer, Jeffrey; Reiner, David M.; Rubin, Edward S.; Scott, Stuart A.; Shah, Nilay; Smit, Berend; Trusler, J. P. Martin; Webley, Paul; Wilcox, Jennifer; MacDowell, NiallEnergy & Environmental Science (2018), 11 (5), 1062-1176CODEN: EESNBY; ISSN:1754-5706. (Royal Society of Chemistry)Carbon capture and storage (CCS) is broadly recognized as having the potential to play a key role in meeting climate change targets, delivering low carbon heat and power, decarbonising industry and, more recently, its ability to facilitate the net removal of CO2 from the atm. However, despite this broad consensus and its tech. maturity, CCS has not yet been deployed on a scale commensurate with the ambitions articulated a decade ago. Thus, in this paper we review the current state-of-the-art of CO2 capture, transport, utilization and storage from a multi-scale perspective, moving from the global to mol. scales. In light of the COP21 commitments to limit warming to less than 2 °C, we extend the remit of this study to include the key neg. emissions technologies (NETs) of bioenergy with CCS (BECCS), and direct air capture (DAC). Cognisant of the non-tech. barriers to deploying CCS, we reflect on recent experience from the UK's CCS commercialisation program and consider the com. and political barriers to the large-scale deployment of CCS. In all areas, we focus on identifying and clearly articulating the key research challenges that could usefully be addressed in the coming decade.
- 7Wu, Y.; Carroll, J. J.; Li, Q. Gas Injection for Disposal and Enhanced Recovery; Scrivener Publishing: Salem, Massachusetts, 2014.There is no corresponding record for this reference.
- 8Adeniyi, K. I.; Bernard, F.; Deering, C. E.; Marriott, R. A. Water content of liquid H2S in equilibrium with the hydrate phase. Fluid Phase Equilib. 2021, 529, 112865 DOI: 10.1016/j.fluid.2020.1128658https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BB3cXit1Khsb%252FO&md5=87fe94d42e266579ffe80452a2a8b68fWater content of liquid H2S in equilibrium with the hydrate phaseAdeniyi, Kayode I.; Bernard, Francis; Deering, Connor E.; Marriott, Robert A.Fluid Phase Equilibria (2021), 529 (), 112865CODEN: FPEQDT; ISSN:0378-3812. (Elsevier B.V.)Acid gas injection contg. H2S is one strategy for managing atm. sulfur emissions where sulfur recovery may not be feasible or economical in some locations. Apart from its toxicity and corrosivity in wet environments, H2S forms a high temp. hydrate in the presence of water, which can cause issues such as plugging of transport pipelines or injection wellheads. Before transportation to injection, liq. water is removed from an injectate within the interstage suction scrubbers before each compression cycle and/or by further dehydration. Water content data are important in order to det. and define the dehydration requirements of acid gas injectates. Prior to this work, there were no water content data for H2S at hydrate forming conditions because of the difficulties in measuring low concn. of water above hydrates and high H2S toxicity. In this study, we report the water content of pure H2S in the hydrate forming regions from p = 4.178 to 20.572 MPa and T = 247.65 to 298.28 K using tunable diode laser spectroscopy. The measured data show a relative water content difference of ca. 2.5% from the model reported in this work using the Sloan et al. (1976), and van der Waal & Platteeuw (1959) equations for the hydrate phase, and the fluid phase model of Bernard et al. (2012).
- 9Baker, R. W.; Lokhandwala, K. Natural Gas Processing with Membranes: An Overview. Ind. Eng. Chem. Res. 2008, 47, 2109– 2121, DOI: 10.1021/ie071083w9https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BD1cXisVCgtLc%253D&md5=f2c6d44b324020be49daed2205ebc152Natural Gas Processing with Membranes: An OverviewBaker, Richard W.; Lokhandwala, KaaeidIndustrial & Engineering Chemistry Research (2008), 47 (7), 2109-2121CODEN: IECRED; ISSN:0888-5885. (American Chemical Society)A review. Every year, the world uses close to 100 trillion scf (std. cubic feet) of natural gas. All of this gas requires treatment before it enters the pipeline, making natural gas processing by far the largest market for industrial gas sepn. processes and equipment. Of this huge market, membranes have less than a 5% share, but this is changing; membrane-based removal of natural gas contaminants is growing faster than any other segment of the membrane gas sepn. business. This paper gives an overview of the membrane technol. in current use for natural gas treatment and outlines the future prospects.
- 10Campbell, J. M.; Maddox, R. N. Gas Conditioning and Processing: Gas Treating and Sulfur Recovery, 4th ed.; Campbell Petroleum Series: Norman, Okla, 1998.There is no corresponding record for this reference.
- 11Wynnyk, K. G.; Hojjati, B.; Pirzadeh, P.; Marriott, R. A. High-Pressure Sour Gas Adsorption on Zeolite 4A. Adsorption 2017, 23, 149– 162, DOI: 10.1007/s10450-016-9841-611https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BC28XhvV2iu7%252FE&md5=163d142a48ba13797e73b2f76c285bc9High-pressure sour gas adsorption on zeolite 4AWynnyk, Kyle G.; Hojjati, Behnaz; Pirzadeh, Payman; Marriott, Robert A.Adsorption (2017), 23 (1), 149-162CODEN: ADSOFO; ISSN:0929-5607. (Springer)In an effort to measure self-consistent adsorption isotherms for sour gas species on zeolite 4A, two high-pressure manometric adsorption instruments have been built for measurement up to p = 225 bar. A comparison of CO2 adsorption up to p = 200 bar on Fitrasorb F400 activated carbon shows the reliability of these instruments. For the purpose of this work, high purity zeolite 4A was synthesized and characterized by SEM/EDX, XRD, FTIR, and DLS. High-pressure adsorption isotherms (abs. and excess) for CO2, COS, CH4 and H2S adsorption on zeolite 4A have been reported for T = 0, 25, and 50 °C along with corresponding parameters for the modified To´th isotherm. The adsorption of COS on zeolite 4A showed some unexpected results, where (i) lower temp. isotherms were dominated by size effects, (ii) the adsorption capacity was half that of CO2 or H2S, and (iii) computational calcns. for HOMO bond orientation indicate that COS should be excluded from zeolite 4A, despite the exptl. results.
- 12Wynnyk, K. G.; Hojjati, B.; Marriott, R. A. High-Pressure Sour Gas and Water Adsorption on Zeolite 13X. Ind. Eng. Chem. Res. 2018, 57, 15357– 15365, DOI: 10.1021/acs.iecr.8b0331712https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BC1cXhvFKmsr7N&md5=66b593ecb4c9ad4a9284d6d3a3e65eedHigh-Pressure Sour Gas and Water Adsorption on Zeolite 13XWynnyk, Kyle G.; Hojjati, Behnaz; Marriott, Robert A.Industrial & Engineering Chemistry Research (2018), 57 (45), 15357-15365CODEN: IECRED; ISSN:0888-5885. (American Chemical Society)The design and optimization of natural gas conditioning with adsorbents requires self-consistent data up to pressures relevant to gathering and transportation pipelines. Adsorption isotherms for methane, carbon dioxide, carbonyl sulfide, and hydrogen sulfide have been measured by a custom-built high-pressure manometric adsorption instrument. These isotherms are measured up to 100 bar on zeolite 13X (significantly above the inflection of isotherm). Furthermore, water adsorption isotherms were measured by an inhouse modified continuous-flow thermogravimetric adsorption system. For this work, the zeolite 13X was synthesized and characterized by SEM/EDX, XRD, DLS, and FT-RAMAN. Adsorption isotherms (abs. and excess) were detd. for the full range of the adsorptives studied. The manometric system was operated from T = 0 to 50 °C and the gravimetric system from T = 25 to 150 °C. The exptl. data are provided in the Supporting Information; a modified-T´oth equation was reported, and adsorption enthalpies were calcd. As expected, zeolite 13X shows much stronger adsorption for water at all pressures, followed by the acid gases (H2S and CO2), COS, and then CH4. We note that CH4 adsorption continues to increase with increasing pressure and approaches that of CO2 and H2S near p = 100 bar due to the higher compressibility of adsorbed CH4.
- 13Wynnyk, K. G.; Hojjati, B.; Marriott, R. A. Sour Gas and Water Adsorption on Common High-Pressure Desiccant Materials: Zeolite 3A, Zeolite 4A, and Silica Gel. J. Chem. Eng. Data 2019, 64, 3156– 3163, DOI: 10.1021/acs.jced.9b0023313https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BC1MXhtFSlt73F&md5=1e9d05420bffcf62e03a603951aee7e0Sour Gas and Water Adsorption on Common High-Pressure Desiccant Materials: Zeolite 3A, Zeolite 4A, and Silica GelWynnyk, Kyle G.; Hojjati, Behnaz; Marriott, Robert A.Journal of Chemical & Engineering Data (2019), 64 (7), 3156-3163CODEN: JCEAAX; ISSN:0021-9568. (American Chemical Society)When raw sour gas is gathered for transportation over long distances, adsorptive dehydration is often employed to avoid condensable water prior to purifn. at a gas processing plant, i.e., adsorptive dehydration is used to avoid excessive corrosion or hydrate plugging within transportation/gathering lines. To optimize and design adsorptive conditioning facilities, simulation requires self-consistent exptl. adsorption measurements at pressures relevant to gathering and transportation. To this end, manometric adsorption measurements on methane, carbon dioxide, carbonyl sulfide, and hydrogen sulfide on silica gel were measured at high pressures. This data adds to our previous work with sour gas adsorption on zeolites 4A and 13X. Also, in this study, gravimetric measurements for water adsorption are reported for silica gel, zeolite 3A, and zeolite 4A. Abs. and excess adsorption isotherms were detd. for the adsorptives studied with operating temps. ranging from T = 0 to 50 °C and T = 25 to 150 °C for the manometric and gravimetric measurements, resp. Across all of the desiccant materials studied, H2O has the largest adsorption affinity, followed by the acid gases (H2S and CO2), COS, and finally CH4. In terms of H2O adsorption, zeolites 3A and 4A show similar affinity (low-pressure Henry's law slope), whereas zeolite 4A shows a slightly larger capacity. Both zeolites 3A and 4A exceed silica gel in terms of capacity and affinity.
- 14Gas Processors Supplier’s Assoc. (GPSA). Engineering Data Book, Tulsa, OK,1987.There is no corresponding record for this reference.
- 15Herold, R. H.; Mokhatab, S. Optimal design and operation of molecular sieves for gas dehydration-Part 1. Hydrocarbon Process. 2017, 96, 25– 3015https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BC2sXhtlCnu7nM&md5=fc29e9ae2bc9d3ee53b36762707dfb8eOptimal design and operation of molecular sieve gas dehydration units - Part 1Herold, R. H. M.; Mokhatab, S.Hydrocarbon Processing (2017), 96 (Spec. Suppl.), 25-30CODEN: HPYRAF ISSN:. (Gulf Publishing Co.)A review. Discussing the design and operation of mol. sieve units used for natural gas dehydration. The application of expert know-how and practical recommendations that can provide an effective way to maximize mol. sieve life-time and performance is presented. It also focuses on the design principles and practices of mol. sieve units.
- 16Herold, R. H.; Mokhatab, S. Optimal design and operation of molecular sieves for gas dehydration-Part 2. Hydrocarbon Process. 2017, 96, 33– 36There is no corresponding record for this reference.
- 17Ruthven, D. M. Principles of Adsorption and Adsorption Processes; Wiley: New York,1984.There is no corresponding record for this reference.
- 18Li, C.; Jia, W.; Wu, X. Experimental Failure-Mechanism Analysis of 4A Zeolites Used for Natural-Gas Drying. Chem. Technol. Fuels Oils 2015, 51, 245– 251, DOI: 10.1007/s10553-015-0598-518https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BC2MXht1entrbO&md5=37f84a963851d4bef1dba2367df20bbfExperimental Failure-Mechanism Analysis of 4A Zeolites Used for Natural-Gas DryingLi, Changjun; Jia, Wenlong; Wu, XiaChemistry and Technology of Fuels and Oils (2015), 51 (3), 245-251CODEN: CTFOAK; ISSN:0009-3092. (Springer)Scanning electron microscopic, nitrogen absorption-desorption, and thermogravimetric expts. were conducted on one fresh 4A zeolite and three regenerated 4A zeolite samples taken from the top, middle, and bottom of a natural-gas dehydration bed. The results showed that parts of the regenerated zeolite are blocked due to collapse of the zeolite structure. As a result, the sp. surface area, av. pore vol., and av. pore diam. of regenerated zeolite taken from the middle of the dehydration bed are less by about 59.15, 68.36, and 32.12%, resp., than those of fresh zeolite. Because water mols. cannot enter the internal pores due to blockage caused by collapse of the zeolite structure, the gas-dehydration performance of the regenerated zeolites is reduced. Thermogravimetric anal. of zeolites that adsorbed water showed that the water-adsorption performance of the regenerated zeolites is 35.53% less and the hydrocarbon-adsorption performance of these zeolites is 18.95% greater than those of fresh zeolite.
- 19Santiago, R. G.; dos Santos, B. F.; Lima, I. G.; Moura, K. O.; Melo, D. C.; Grava, W. M.; Bastos-Neto, M.; de Lucena, S. M. P.; de Azevedo, D. C. S. Investigation of premature aging of zeolites used in the drying of gas streams. Chem. Eng. Commun. 2019, 206, 1367– 1374, DOI: 10.1080/00986445.2018.1533468There is no corresponding record for this reference.
- 20Belding, W. A.; Delmas, M. P. F.; Holeman, W. D. Desiccant Aging and Its Effects on Desiccant Cooling System Performance. Appl. Therm. Eng. 1996, 16, 447– 459, DOI: 10.1016/1359-4311(95)00022-420https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADyaK28XivF2ns7g%253D&md5=6175d440765be45b005697724f6ef459Desiccant aging and its effects on desiccant cooling system performanceBelding, William A.; Delmas, Marc P. F.; Holeman, William D.Applied Thermal Engineering (1996), 16 (5), 447-459CODEN: ATENFT; ISSN:1359-4311. (Elsevier)Desiccants used for the purpose of space conditioning or enthalpy transfer can be subjected to hundreds of thousands of adsorption/regeneration cycles over their useful life. Studying the loss of a desiccant's equil. water adsorption capacity after exposure to thermal cycling is a common method for quantifying desiccant aging. Since isotherm shape and desiccant capacity can be related to overall cooling-system performance, system cooling capacity and coeffs. of performance over time can be predicted. Adsorption isotherms for several different desiccants have been detd. after subjecting the materials to varying nos. of thermal cycles in a specially designed test unit capable of adsorption desorption cycling every 10 min. Aging curves for a new Type 1M desiccant developed specifically for desiccant cooling applications by LaRoche Industries Inc. are compared to other commonly used desiccants.
- 21Masala, A.; Vitillo, J. G.; Mondino, G.; Grande, C. A.; Blom, R.; Manzoli, M.; Marshall, M.; Bordiga, S. CO 2 Capture in Dry and Wet Conditions in UTSA-16 Metal–Organic Framework. ACS Appl. Mater. Interfaces 2017, 9, 455– 463, DOI: 10.1021/acsami.6b1321621https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BC28XhvFyntLrM&md5=31740eefc1e5dda27db5fd3396984b88CO2 Capture in Dry and Wet Conditions in UTSA-16 Metal-Organic FrameworkMasala, Alessio; Vitillo, Jenny G.; Mondino, Giorgia; Grande, Carlos A.; Blom, Richard; Manzoli, Maela; Marshall, Marc; Bordiga, SilviaACS Applied Materials & Interfaces (2017), 9 (1), 455-463CODEN: AAMICK; ISSN:1944-8244. (American Chemical Society)Water is the strongest competitor to CO2 for adsorption on microporous materials, affecting their performances as CO2 scrubbers in processes such as post-combustion C capture. The metal-org. framework, UTSA-16, is a promising material for its capacity to efficiently capture CO2 in large quantities, thanks to the presence of open metal sites (OMS). This work showed UTSA-16 can able fully desorb water at room temp. This property is unique from all other materials with OMS reported to date. UTSA-16 retains 70% of its CO2 sepn. capacity following water admittance in a test flow created to simulate actual post-combustion C capture process conditions. This important aspect not yet obsd. for any other amine-free material is assocd. with high material stability, as tested in 160 cycles., and a small temp. swing necessary for regeneration, places UTSA-16 in the restrict no. of systems with a real technol. future for CO2 sepn. UTSA-16 has a small temp. swing necessary for regeneration, placing it in a restricted no. of systems with a technol. future for CO2 sepn.
- 22De Marco, L. M.; Trierweiler, J. O.; Farenzena, M. Determination of Remaining Useful Life in Cyclic Processes. Ind. Eng. Chem. Res. 2019, 58, 22048– 22063, DOI: 10.1021/acs.iecr.9b0318222https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BC1MXitFaks7rI&md5=076638f6940567fb250dca1710113768Determination of Remaining Useful Life in Cyclic ProcessesDe Marco, Leonardo M.; Trierweiler, Jorge Otavio; Farenzena, MarceloIndustrial & Engineering Chemistry Research (2019), 58 (48), 22048-22063CODEN: IECRED; ISSN:0888-5885. (American Chemical Society)The anal. of Remaining Useful Life (RUL) of systems and equipments enables the prevention of failures, so that effective maintenance can be performed in time to correct failures that are close to happening. The degrdn. signal of a variable can be used as a basis for estg. the RUL of a given system since this signal is modeled math. correctly. The RUL of cyclic processes is analyzed with the detn. of the No. of Remaining Cycles (NRC) to maximize prodn., guaranteeing operational safety. Two approaches are considered: Bayesian Methodol. and Time Series. The Bayesian methodol. is based on Bayesian Inference to update the stochastic parameter, providing better representativeness in the estn. of the NRC. The deterministic parameters and the hyperparameters in the prior distribution of the stochastic parameter are estd. through the max. likelihood estn. (MLE) method, while the stochastic parameter in the degrdn. model of a system can be updated every time a new degrdn. data is obtained. However, the Time Series is based on Training sets to be able to fit a model that is similar to the set used for validation. In the estn. of NRC, it is considered stationary model (Simple Exponential Smoothing), nonstationary (Double Exponential Smoothing) and a model that considers the component of seasonality (Triple Exponential Smoothing). A Case Study of a Temp. Swing Adsorption (TSA) unit for natural gas dehydration will be used to evaluate these 2 approaches in predicting NRC in cyclic processes. In this Case Study, the authors propose a novel cycle-packaging methodol. that creates a new dimension, allowing the application of NRC forecasting methodologies, which is the main contribution of this article. Probably the Bayesian Methodol. is the most indicated in the NRC estn., while the Time Series are adequate to identify the cyclic pattern of the process.
- 23Gebraeel, N. Z.; Lawley, M. A.; Li, R.; Ryan, J. K. Residual-Life Distributions from Component Degradation Signals: A Bayesian Approach. IIE Transactions 2005, 37, 543– 557, DOI: 10.1080/07408170590929018There is no corresponding record for this reference.
- 24Si, X.-S.; Wang, W.; Chen, M.-Y.; Hu, C.-H.; Zhou, D.-H. A Degradation Path-Dependent Approach for Remaining Useful Life Estimation with an Exact and Closed-Form Solution. Eur. J. Oper. Res. 2013, 226, 53– 66, DOI: 10.1016/j.ejor.2012.10.030There is no corresponding record for this reference.
- 25Tang, S.; Yu, C.; Wang, X.; Guo, X.; Si, X. Remaining Useful Life Prediction of Lithium-Ion Batteries Based on the Wiener Process with Measurement Error. Energies 2014, 7, 520– 547, DOI: 10.3390/en7020520There is no corresponding record for this reference.
- 26Van Der Aa, E. Finite Element Modelling of Temperature Profiles, Distortionsand Residual Stresses Due to TIG Welding. Master Thesis, TU Delft, 2002.There is no corresponding record for this reference.
- 27Majchrzak-Kucęba, I. A Simple Thermogravimetric Method for the Evaluation of the Degree of Fly Ash Conversion into Zeolite Material. J. Porous Mater. 2013, 20, 407– 415, DOI: 10.1007/s10934-012-9610-127https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BC3sXjsFKhsr8%253D&md5=ecc87a65d89c6eae5808ea4d0f18b2f1A simple thermogravimetric method for the evaluation of the degree of fly ash conversion into zeolite materialMajchrzak-Kuceba, IzabelaJournal of Porous Materials (2013), 20 (2), 407-415CODEN: JPMAFX; ISSN:1380-2224. (Springer)The thermogravimetry was used for the evaluation of degree of conversion of fly ash into zeolite material alongside the CEC and XRD methods being currently proposed for this purpose. This work proposes the calcn. of the thermogravimetric fly ash-to-zeolite conversion factor, CFTGA, based on the comparison of the mass loss of the com. zeolite (std.) occurred during dehydration with that of the fly ash-derived zeolite. This mass loss is characteristic of a specific zeolite type, and the corresponding zeolite water content in the sample of zeolites indicates their degree of crystallinity and zeolite phase content. The use of the TGA method for the indirect detn. of the fly ash-to-zeolite conversion factor would be preferable owing to its speed compared to other methods proposed for this purpose, as well as the capability to use a consistent procedure. Because of its short CFTGA detn. procedure, the thermogravimetric method can be used for the control and detn. of the quality of fly ash-derived zeolite in an industrial plant.
- 28Musyoka, N. M.; Petrik, L. F.; Hums, E.; Kuhnt, A.; Schwieger, W. Thermal Stability Studies of Zeolites A and X Synthesized from South African Coal Fly Ash. Res. Chem. Intermed. 2015, 41, 575– 582, DOI: 10.1007/s11164-013-1211-328https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BC3sXntlagu7s%253D&md5=452f5fe3ece7c69649a33b2084092849Thermal stability studies of zeolites A and X synthesized from South African coal fly ashMusyoka, Nicholas M.; Petrik, Leslie F.; Hums, Eric; Kuhnt, Andreas; Schwieger, WilhelmResearch on Chemical Intermediates (2015), 41 (2), 575-582CODEN: RCINEE; ISSN:0922-6168. (Springer)The thermal stability of zeolites A and X synthesized from coal fly ash was studied by evaluation of TGA-DTA curves obtained on increasing the temp. and by in-situ temp.-programmed XRD anal. It was found that zeolites A and X were both stable up to approx. 800 °C and retained their characteristic diffraction peaks up to 440 °C, meaning the crystal structure was still stable. Of particular interest was that zeolite X, which has a unique hierarchical morphol., was thermally stable and was, hence, suitable for applications requiring elevated temps., for example catalysis and pollution control.
- 29Iqbal, A.; Sattar, H.; Haider, R.; Munir, S. Synthesis and Characterization of Pure Phase Zeolite 4A from Coal Fly Ash. J. Cleaner Prod. 2019, 219, 258– 267, DOI: 10.1016/j.jclepro.2019.02.06629https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BC1MXjt1Cht7c%253D&md5=b77f3bd620adf4b0543b7d747b9b6cb9Synthesis and characterization of pure phase zeolite 4A from coal fly ashIqbal, Asifa; Sattar, Hamed; Haider, Rizwan; Munir, ShahidJournal of Cleaner Production (2019), 219 (), 258-267CODEN: JCROE8; ISSN:0959-6526. (Elsevier Ltd.)This study was aimed at the synthesis of pure phase zeolite 4A from coal fly ash sourced from Nishat power plant in the Punjab province of Pakistan. Anal. of fly ash (FA) demonstrated that it can be used to produce low silicate type zeolites specifically zeolite 4A due to its Si/Al molar ratio of ∼2. The current investigation emphasized on the addn. of induction time (before and after crystn.) to the fly ash ext. of Si-Al-Na species that was extd. from fly ash. The induction time helped in catalyzing primary and secondary gel formation during the synthesis leading to controlled formation of single phase with high crystallinity and small crystallite size. The physiochem. investigations of synthetic zeolite 4A by using various anal. techniques made the proposed process justified on comparison with com. zeolite 4A. The X-Ray Diffraction (XRD) anal. for synthesize zeolite 4A confirmed only one crystallog. phase and small crystallite size with 82% crystallinity compared to ref. zeolite with 75% crystallinity. Fourier-Transform IR spectroscopy (FTIR) spectra revealed the structural aspects of synthesis and ref. zeolite by indicating the presence of identical structural units with same height and width of peaks. Morphol. anal. by Scanning Electron Microscope (SEM) showed a well-defined cubic shape of synthesis zeolitic crystals. Surface area analyses by Brunauer-Emmett-Teller (BET) showed that synthesized zeolite possessed 122 m2/g surface area that is 3 times higher than ref. zeolite of 36.3 m2/g. The synthesized zeolite was also found to have smaller particle size than ref. zeolite. Thermal stability comparison of both zeolites was studied by non-isothermal Thermo Gravimetric Anal.-DTA (TGA-DTA) thermograms from 25 to 800°C temp. and both the samples were found to be stable at 800°C.
- 30Buhl, J.-Ch.; Gerstmann, M.; Lutz, W.; Ritzmann, A. Hydrothermal Stability of the Novel Zeolite Type LSX in Comparison to the Traditional 13X Modification. Z. Anorg. Allg. Chem. 2004, 630, 604– 608, DOI: 10.1002/zaac.20030037030https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BD2cXivVantbk%253D&md5=91c68de3bd8fa9728ad601d09baa32bcHydrothermal stability of the novel zeolite type LSX in comparison to the traditional 13X modificationBuhl, J.-Ch.; Gerstmann, M.; Lutz, W.; Ritzmann, A.Zeitschrift fuer Anorganische und Allgemeine Chemie (2004), 630 (4), 604-608CODEN: ZAACAB; ISSN:0044-2313. (Wiley-VCH Verlag GmbH & Co. KGaA)Ion-exchanged LSX with Si/Al = 1.02 and 13X with Si/Al = 1.18 zeolite series (Li, Na, K, Rb, Ca, Sr, Ba cation exchanged) were hydrothermally treated between 423 and 513 K in liq. water under autogenous water vapor pressure. Beside x-ray powder diffraction, the molybdate method and water sorption uptake have been used to characterize the treated specimens. The zeolites show a similar hydrothermal behavior in spite of their different framework Si/Al ratios and depended only on the type of introduced cation. Significant destabilizing effects were obsd., esp. in the presence of K and Rb cations as well as the bivalent Sr and Ba cations. The LSX zeolites are hydrothermally more stable than the LTA zeolites having the same cations despite their similar chem. framework compn.
- 31Fischer, F.; Lutz, W.; Buhl, J.-C.; Laevemann, E. Insights into the Hydrothermal Stability of Zeolite 13X. Microporous Mesoporous Mater. 2018, 262, 258– 268, DOI: 10.1016/j.micromeso.2017.11.05331https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BC2sXhvFejurfM&md5=2fd4457613e365ad9417ce230f7fd4f8Insights into the hydrothermal stability of zeolite 13XFischer, Fabian; Lutz, Wolfgang; Buhl, Josef-Christian; Laevemann, EberhardMicroporous and Mesoporous Materials (2018), 262 (), 258-268CODEN: MIMMFJ; ISSN:1387-1811. (Elsevier B.V.)Zeolite 13X, a hydrophilic adsorbent, can be used for storing thermal energy. However, its crystallinity can degrade under hydrothermal stress in the aq. atm. of an adsorption storage device. This would result in a loss of energy storage capacity. There is still no known method for predicting the long-term hydrothermal stability of zeolites under relevant adsorption storage conditions. A soln. for this could be a kinetic model designed with exptl. data to predict hydrothermal degrdn. The objective of the present study was to examine the hydrothermal stability of zeolite 13X under relevant adsorption storage conditions and to analyze its degrdn. in respect to the influencing factors of H2O vapor pressure, temp. and period of treatment. The studied zeolite 13X powder and zeolite 13X beads have been treated at 200-350° and H2O vapor pressures up to 31 kPa for treatment periods of up to 312 h. The authors analyzed the changes in the zeolite structure, compn. and adsorption properties by x-ray diffraction, SEM, energy-dispersive X-ray spectroscopy, 27Al/29Si MASNMR spectroscopy, molybdate method and H2O sorption. The results show a degrdn. of the cryst. zeolite 13X phase into an amorphous phase under all hydrothermal conditions, although to different degrees. Under specific hydrothermal conditions a portion of the primary cryst. phase withstands further treatment. Based on chem. decompn. mechanisms, this phenomenon are discussed. The complex stability behavior of the zeolite 13X demonstrates that a prediction beyond exptl. data cannot be recommended.
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