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Article

Analysis of the Process of Mineral Sequestration of CO2 with the Use of Fluidised Bed Combustion (FBC) Fly Ashes

by
Alicja Uliasz-Bocheńczyk
1,* and
Eugeniusz Mokrzycki
2
1
Faculty of Civil Engineering and Resource Management, AGH University of Science and Technology, Mickiewicza 30, 30-059 Krakow, Poland
2
Mineral and Energy Economy Research Institute of the Polish Academy of Sciences, Wybickiego 7A, 31-261 Krakow, Poland
*
Author to whom correspondence should be addressed.
Submission received: 28 April 2021 / Revised: 17 June 2021 / Accepted: 20 June 2021 / Published: 24 June 2021
(This article belongs to the Special Issue Fluidized Bed Combustion (FBC) Fly Ashes—Characteristics and Use)

Abstract

:
There is a current focus on replacing the generally accepted conventional power generation technologies with more advanced ones that will better protect the natural environment. The need to limit CO2 emissions from power generation plants presents a problem that must be solved in many countries that use coal or lignite as basic fuels. One potential option is mineral sequestration performed using side products of fossil fuel combustion, such as fluidised bed combustion (FBC) fly ashes. Fluidised bed combustion (FBC) lignite fly ashes are characterised by a high storage capacity of 15.7%. Research conducted with the most commonly used method of direct mineral sequestration—CO2 trapping with fluidised bed combustion (FBC) ash in water suspension—has indicated a very high level of carbonation of CO2, reaching 11%. Calcite was the basic product of carbonation. The calcite content increased from 2% to 12% in the suspension subjected to treatment with CO2. Furthermore, CO2 reduced the pH and limited the leaching of impurities, such as Zn, Cu, Pb, Ni, As, Hg, Cd, Cr, Cl, and SO4. The fly ash suspensions subjected to CO2 treatment can be used in industry in the final stage of carbon capture and utilisation (CCU) technology, which will further contribute to the implementation of the circular economy.

1. Introduction

CO2 emissions from fossil fuel combustion are the main source of anthropogenic greenhouse gases (GHG), and therefore, developed countries are aiming to shift towards low-emission economies. The attainment of a low-emission economy or society will require a drastic reduction in CO2 emissions by the mid-21st century. This process will be accompanied by the implementation of low-emission technologies, as well as changes in certain social models and lifestyles. Mineral carbonation is part of that process.
It is estimated that human activities have caused a global temperature increase of about 1.0 °C compared with the temperature before the industrial era, and global warming is predicted to reach 1.5 °C between 2030 and 2052 if it continues to rise at the present rate [1]. Therefore, it is important to take all necessary actions to limit greenhouse gas emissions. The Paris Agreement developed a global action plan intended to limit global warming to well below 2 °C, preferably to 1.5 °C [2].
The problems resulting from climate change require that people continue to implement actions intended to reduce greenhouse gas emissions. This particularly applies to countries whose industries and power generation systems are based on fossil fuels. Despite actions designed to increase energy production from renewable sources, many countries still rely on fossil fuels, especially countries that possess their own fossil fuel resources. Poland is a good example. The CO2 emissions from power plants originate mainly from coal combustion (including both coal and lignite) (see Figure 1).
Power plant emissions can be limited by implementing the circular economy concept through the utilisation of combustion waste for CO2 trapping by way of mineral carbonation. Waste of limited economic use is primarily considered, such as FBC lignite ashes.
Mineral carbonation is defined as a process based on the reaction of CO2 with metal oxides, producing insoluble carbonates and various quantities of heat [4]:
MO + CO2 → MCO3 + heat
The first publications on mineral sequestration of CO2 reported the use of natural materials in the process [5,6]. Subsequently, the possibilities of using mineral waste were implemented, e.g., those involving solid fuel combustion ashes originating from power plants. In this process, CO2 binding should be performed with inorganic solid waste, such as fly ash, containing CaO and MgO in a form that can react with carbon dioxide [7].
Mineral sequestration can be carried out as a direct method, such as CO2–water suspension of mineral resources or CO2–mineral materials (natural or waste), or an indirect method, in which the efficiency of the process before carbonation is increased through the extraction of magnesium or calcium from silicates by dissolving the minerals in inorganic acids [4,8,9,10,11,12,13,14]. The process can be carried out ex situ or in situ [15,16,17].
The absorption and binding of carbon dioxide depend on the conditions in which the mineral carbonation process is carried out, primarily the temperature and pressure, but also the pH, time, and liquid-to-solid ratio [18,19,20].
The controlling factor in determining the CO2 mineral sequestration process is the chemical composition of the fly ash, particularly the CaO and free CaO content [21].
The calcium oxide (CaO) content is essential when using fly ashes to trap CO2 [18]. The largest quantities of CaO and free CaO are contained in fly ashes generated by lignite combustion and those collected from fluidised beds [22,23]. Fly ashes are most often used for the sequestration of CO2 in the form of a water suspension, with mineral carbonation conducted by the direct method: treating the suspension with CO2 (Table 1). Research has also been conducted on the use of bottom ashes collected from fluidised bed boilers [24]. The use of fly ashes to trap CO2 requires plans to dispose of the products generated in the process.
Determining the potential for using waste for mineral sequestration requires a comprehensive treatment of the issue, taking into account all process elements, including the applicable analyses. Such an approach will ensure the ecological safety of mineral sequestration and the use of the process products in further industrial processing. The utilisation of fluidised bed lignite fly ashes in the process of mineral sequestration of CO2 should also consider aspects such as the influence of the process on the leachability of pollutants. Previous studies on the process of CO2 binding in fluidised bed lignite fly ashes have usually been limited to selected tests and concentrated only on a portion of the process. Interest in a holistic approach to this issue motivated the present authors to broaden its scope within the concept of the circular economy.
The novelty of this article is that it offers a broader, more comprehensive approach to the problem of mineral sequestration using a direct CO2–water suspension of FBC ash, with an indication of the possible use of the products of the process, compared to previous studies.
This paper presents the results of an analysis of the potential use of FBC lignite ashes in the mineral sequestration of CO2, followed by economic utilisation of the products of that process.

2. Materials and Methods

2.1. Materials

This study used FBC fly ash (PF) from a lignite-fired fluidised bed boiler with a circulating fluidised layer, atmospheric furnace and natural circulation.
The analysed FBC fly ash was characterised by a high content of CaO and free CaO (Table 2).
The maximum CO2-binding capacity of FBC fly was calculated using the Steinour formula [24]:
CO2 (%) = 0.785 (CaO − 0.7SO3) + 1.09Na2O + 0.93K2O
CO2 (%) = 0.785 (15.5 − 0.7 × 6.0) + 1.09 × 1.20 + 0.93 × 0.90
The resulting value is high: 11.02%.
The ashes used in the present research project were characterised by largest grains from 0.025 to 0.075 mm, with the lowest share of grain fractions being above 0.2 mm (Figure 2).
The fly ashes used in this research were in the form of aqueous suspensions with an ash-to-water ratio of 0.7.

2.2. Methods

The mineral carbonation was conducted in an installation composed of two measurement systems: two chambers and a logger, or recording device, a gas cylinder, a pressure valve, and test chambers. Preliminary preparation of the suspension was conducted by mixing waste and water in a laboratory mixer, followed by filling the test chambers. After the chambers were sealed, they were connected to the measurement and recording devices, as well as the CO2 feeder [35]. The mineral sequestration process was carried out for 28 days.
The following operations were completed to determine the degree of carbonation or CO2 trapping by the waste-and-water suspension:
  • The phase composition was determined by XRD (the Debye–Sherrer–Hull powder diffraction method, using a Philips X-ray Diffractometer and a copper tube (CuKα radiation)).
  • The CaCO3 contents in the waste-and-water suspension were determined with the use of thermogravimetric analysis (TGA/DTA) and an OD-2 Derivatograph (Paulik–Paulik–Erdey system). DTA/TG was carried out in the atmosphere with a heating rate of 10 °C/min.
  • Microstructure tests were conducted by scanning electron microscopy (SEM) using a Nova 200 Nano SEM (FEI) equipped with an EDS (energy-dispersive spectroscopy) system (EDAX, Link).
In addition, the influence of CO2 on leaching pollutants was determined. Leaching pollutants were determined using the ICP AES (Perkin-Elmer Plasma–40 ICP model) and ICPMS (Perkin-Elmer Plasma 6100) techniques.
The samples were prepared for leachability tests in accordance with the EN 12457-1:2006 Standard: Characterization of waste—Leaching—Compliance test for leaching of granular waste materials and sludge.

3. Results and Discussion

3.1. Degree of Mineral Sequestration of CO2

FBC lignite fly ashes can be classified as calcium ashes characterised by high pozzolanic/hydraulic activity. Such ashes contain glass rich in SiO2 and aluminium, as well as glass from the CaO-Fe2O3-SiO2 system. FBC lignite fly ashes are different from conventional ashes with respect to phase composition and grain formation. They are mainly composed of irregular grains, dehydrated and dehydroxylated gangue minerals, quartz, anhydrite, calcite, CaO, and its Ca(OH)2 hydration products, as well as unburned coal. No glass phase or mullite occurred in FBC fly ashes [36]. FBC lignite fly ashes can contain chlorides and sulphates, as well as sodium and potassium nitrates, originating from the exhaust gas stream and resorbing on the solid component surfaces.
The following were the products of fly ash and FBC fly ash hydration that were primarily subjected to carbonation: Ca(OH)2, hydrated calcium silicates C-S-H (CaO∙nSiO2∙mH2O), ettringite (3CaO∙Al2O3∙3CaSO4∙32H2O), and hydrated hexagonal calcium aluminates (Table 3).
Six basic phases were distinguishable in pure ash–water suspensions prepared from the fly ashes in question: calcite (CaCO3), quartz (SiO2), portlandite (Ca(OH)2), ettringite (Ca6Al2 (SO4)3(OH)12∙25H2O), hematite (Fe2O3), and anhydrite (CaSO4). The introduction of CO2 caused insignificant changes to the phase composition (Table 3).
Carbon dioxide reacts with the fly ash phases, and these reactions take place in a solution in which gaseous CO2 dissolves. Portlandite and ettringite [7], which are present in FBC fly ashes, are the main carbonated phases, which is confirmed in this research.
The process of mineral carbonation using lignite fly ash suspensions can be separated into three phases [18,19]:
(1) Lime dissolution in water, characterised by high pH:
CaO (s) + H2O (l) → Ca2+ (aq) + 2OH (aq)
(2) CO2 solubility:
CO2 (aq) + H2O ↔ HCO3 (aq) + H+ → CO32− (aq) + 2H+
(3) Carbonate precipitation:
Ca2+ + CO32− ↔ CaCO3
After CO2 introduction, no portlandite was detected in the suspensions. The substance reacted completely with carbon dioxide acid and was converted into calcite:
Ca(OH)2 + CO2 → CaCO3 + H2O
This agrees with the research results obtained by other authors [37,38].
In addition to ettringite, gypsum was identified in the suspension to which CO2 was introduced. Gypsum was not present in pure suspensions, and its appearance can be explained by ettringite carbonation:
Ca6[Al2(OH)6]2(SO4)3 26H2O + 3CO2 → 3CaCO3 + 3CaSO4⋅2H2O + Al2O3∙3H2O + 23H2O
Ettringite was also found in the PF + CO2 suspension, and this can be explained by the fact that only a portion of the mineral was subjected to carbonation.
The calcite content was visibly increased, which was clearly indicated by the increased intensity of diffraction peaks (Figure 3).
The increased intensity of calcite peaks, the absence of portlandite peaks and appearance of gypsum peaks, with the accompanying reduction in the ettringite peak intensity after CO2 introduction, indicate that a great degree of carbonation occurred.
From the results of the phase content tests using the DTA/TG method (Figure 4 and Figure 5), as well as the XRD, the following phases were identified:
Ettringite (endothermic effects with a maximum at 116 and 130 °C) [39]:
Ca6[Al2(OH)6]2(SO4)3∙26H2O Ca4[Al(OH)6]3SO4∙8H2O + 2(CaSO4∙0.5H2O)+17H2O
SiO2 (quartz) (a small endothermic effect with a maximum at 591 and 613 °C) [40]:
βQαQ
Calcium carbonate (endothermic effect with a maximum at 723 and 776 °C) [40]:
CaCO3  CaO + CO2
The endothermic effects at 116 and 130 °C can be attributed to the dehydration of C-S-H, ettringite, or hydrated calcium aluminosilicates. However, only ettringite was found upon XRD analysis. In addition, SEM (Figure 6 and Figure 7) failed to confirm the presence of the relevant phases.
The curves differ mainly in the intensity of the peaks associated with the decomposition of CaCO3.
The analysis of the TG curves (Figure 4) shows a mass reduction below 200 °C with the loss of both humidity and chemically bound water. A further mass reduction is observed above 700 °C. These processes indicate CaCO3 decomposition.
Calcite was produced as the basic product of carbonation. Its quantity increased as the process continued. The FBC ashes used in this research were collected from boilers with circulating fluidised beds and an atmospheric hearth, and were characterised by low CaCO3 content [41]. The proportion of calcite in pure ash–water suspensions amounted to 2.0% in the temperature range 643–850 °C. In suspensions subjected to CO2 treatment (at 725–850 °C), the proportion of CaCO3 increased to 12%.
The proportion of mineral sequestration and carbonation resulting from the increase in the CaCO3 content amounted to 11.4%. This was calculated from the following formula [8]:
C O 2 u p t a k e [ % ] = CO 2 f   [ % ] CO 2 i   [ % ] 100 CO 2 f   [ % ] 100
where   C O 2 u p t a k e is the degree of mineral sequestration/carbonation, CO 2 i   is the initial carbonate content of the sample, and   CO 2 f   is the final carbonate content of the sample.
Microscopic observations corresponded well to the results of roentgenographic tests and thermogravimetric analysis. Observations with a scanning electron microscope revealed contents in the form of mixed hydration products (Figure 6).
The images show that the products of hydration predominated on ash grain surfaces that were covered by ettringite needles (Figure 6).
The products of carbonation are also visible in SEM images (Figure 7). We can also observe a large grain of calcite with calcium sulphate in the suspension (indicated by the number 1 in part (b)).
The majority of the fracture surface was covered by ettringite. Additionally, aluminosilicate phases, calcite and a single gypsum crystallite were observed.
The occurrence of the carbonation process was also apparent upon a comparison of average sample contents (Table 4).
In addition, tests on the chemical composition of the PF + CO2 suspensions were conducted. The results do not show the presence of free lime, indicating that a complete reaction occurred in the mineral carbonation process.

3.2. Effects of CO2 on Pollutant Leachability

Leaching capability results from the realization of mutually dependent processes such as hydrolysis, hydration, solvation/precipitation, oxidation/reduction, complex generation, sorption, and the formation of solid solutions and new minerals [42].
The introduction of CO2 to the ash–water suspension caused a considerable reduction in the leaching capability of the following elements: Zn, Cu, Pb, Ni, As, Hg, Cd, Cr, Cl, and SO4 (Table 5).
The carbonation process considerably affected the reduction in the chemical oxygen demand, which decreased from 15.0 mg O2 mg/dm3 to 7.3 O2 mg/dm3.
The basic carbonation reaction—the reaction of Ca(OH)2 with carbon dioxide, resulting in the production of calcite—reduced the pH from 11.1 to 8.6. This process affected the solubility and leaching capability of impurities.
The reduction in the leaching capability of Cr and Pb, found as a result of the carbonation process, could be caused by the following associated phenomena [43]:
  • Reduction in solution pH to the approximate value at which Cr and Pb have the minimum leaching capability after carbonation;
  • Metal sorption on newly developed minerals;
  • Immobilisation by the C-S-H phase.
The last of these also contributed to a reduction in the leaching capability of Zn [43].
We should emphasise that the sorption process is potentially the most important mechanism that controls the leaching capability of Zn and Pb, and is strongly associated with calcite [44].
The reduction in the leaching capability of SO42− can be caused either by the development of ettringite or sorption on calcite [45].
The reduction in the leaching capability of As can be explained by adsorption and co-precipitation [46], with the development of a solid solution with calcite, while the reduction in the leaching capability of Cu is explained by the formation of copper carbonate [47].
The following ions are adsorbed on the surface of calcite: Cd, Zn, Mn, Co, Ni, Pb, and Sr [45].
The reduction in the leaching capability can also result from the development of heavy metal carbonates in the carbonation process. Trace quantities of carbonates could not be identified by the roentgenographic method.
The chemical oxygen demand (COD) was reduced by half when subjected to oxidation under the influence of strong oxidisers. COD is the conventional indicator of water quality, determining the contents of organic compounds and certain non-organic compounds (e.g., iron(II) salts or sulphides). Furthermore, a considerable reduction in pH occurred, in agreement with the progression of mineral carbonation.

4. Conclusions

The mineral sequestration of CO2, as the last stage of the implementation of CCU technology, is an interesting option that is primarily applicable to facilities that generate waste with high CaO contents and have limited possibilities of delivering waste to other industries. The analyses indicated that fluidised bed combustion (FBC) lignite ashes have a high potential for CO2 trapping in the process of mineral sequestration. At the same time, by treating the water suspension and FBC ashes with CO2, both the pH and the leaching capability of impurities were considerably reduced.
Limiting CO2 emissions using fluidised bed combustion (FBC) ashes can also be considered for power generation, primarily in the context of power plants that generate these types of ashes.
Fluidised bed combustion fly ashes subjected to the process of CO2 trapping can also be utilised in the backfilling or landfilling of post-industrial lands [48].

Author Contributions

Conceptualisation, A.U.-B. and E.M.; methodology, A.U.-B. and E.M.; software, A.U.-B.; validation, A.U.-B. and E.M.; formal analysis, A.U.-B. and E.M.; investigation, A.U.-B. and E.M.; resources, A.U.-B.; data curation, A.U.-B. and E.M.; writing—original draft preparation, A.U.-B.; writing—review and editing, A.U.-B.; visualisation, A.U.-B. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by the AGH University of Science and Technology, research grant program no. 16.16.100.215, and the Mineral and Energy Economy Research Institute of the Polish Academy of Sciences, statutory research.

Data Availability Statement

Not applicable.

Acknowledgments

The phase composition and leachability of pollutants were determined at the Faculty of Materials Science and Ceramics at the AGH University of Science and Technology.

Conflicts of Interest

The authors declare no conflict of interest.

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Figure 1. CO2 emissions from the power industry, kt, between the years of 2005 and 2019 (based on the data from [3]).
Figure 1. CO2 emissions from the power industry, kt, between the years of 2005 and 2019 (based on the data from [3]).
Minerals 11 00676 g001
Figure 2. Granulometric analysis, mm.
Figure 2. Granulometric analysis, mm.
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Figure 3. X-ray diffraction (XRD) patterns (P—Portlandite (Ca(OH)2); Q—Quartz (SiO2); E—Ettringite (Ca6[Al2(OH)6]2(SO4)3∙26H2O); G—Gypsum (CaSO4∙2H2O); H—Hematite (Fe2O3); A—Anhydrite (CaSO4)).
Figure 3. X-ray diffraction (XRD) patterns (P—Portlandite (Ca(OH)2); Q—Quartz (SiO2); E—Ettringite (Ca6[Al2(OH)6]2(SO4)3∙26H2O); G—Gypsum (CaSO4∙2H2O); H—Hematite (Fe2O3); A—Anhydrite (CaSO4)).
Minerals 11 00676 g003
Figure 4. DTA curves for suspensions of PF FBC fly ashes: clean (PF) and treated with CO2 (PF with CO2).
Figure 4. DTA curves for suspensions of PF FBC fly ashes: clean (PF) and treated with CO2 (PF with CO2).
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Figure 5. TG curves for suspensions of PF FBC fly ashes: clean (PF) and treated with CO2 (PF with CO2).
Figure 5. TG curves for suspensions of PF FBC fly ashes: clean (PF) and treated with CO2 (PF with CO2).
Minerals 11 00676 g005
Figure 6. (a) Microstructure of the hardened water suspension of FBC fly ash from burning lignite (SEM); (b) analysis of average microareas (EDS).
Figure 6. (a) Microstructure of the hardened water suspension of FBC fly ash from burning lignite (SEM); (b) analysis of average microareas (EDS).
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Figure 7. (a) Analysis of microareas: Point 1 (EDS); (b) Microstructure of the hardened water suspension of FBC fly ash from burning lignite with added CO2 (SEM); (c) analysis of average microareas (EDS).
Figure 7. (a) Analysis of microareas: Point 1 (EDS); (b) Microstructure of the hardened water suspension of FBC fly ash from burning lignite with added CO2 (SEM); (c) analysis of average microareas (EDS).
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Table 1. Mineral sequestration of CO2 using lignite fly ash.
Table 1. Mineral sequestration of CO2 using lignite fly ash.
Process CharacterisationReference
Suspension: CO2
Maximum conversion: 5.2 moles CO2/kg fly ash
[18]
Semi-dry reaction conditions
L/S = 0.03–0.36 dm3/kg
Carbonation efficiency: 13.1–52.8%
Cumulative CO2 uptake: 2.2–4.8 mmol/g
[25]
Aqueous carbon sequestration process
Results of process: amorphous calcium carbonate
[26]
Suspension: CO2
CO2 capture capacity: 26.4 kg CO2/Mg fly ash
[27]
Indirect mineralisation in acetic acid leachate
123 kg CO2/tonne fly ash
Suspension: CO2
Carbonation of the ash slurries and carbonation yield products: 19–37%
[28]
Suspension: CO2
L/S = 0.1–0.7
Sequestration capacity: 7.66 kg CO2/Mg fly ash
[29]
Fly ash suspension (brine and water): CO2[30]
Suspension: CO2
S/L = 0.8; 1.0; 1.25; 2.5
CO2 absorption: 1.4–8.8 g CO2/100 g
[31]
Suspension: CO2
S/L = 1.0
The degree of CO2: 8.85%
[32]
Suspension: CO2
L/S = 0.7:1; 0.8:1
CO2 absorption: 4.71–9.33 g CO2/100 g
[33]
Fly ash: CO2
The best carbonation efficiency: 10.5%
[34]
L/S—liquid/solid.
Table 2. The chemical (oxide) composition of the examined FBC fly ash, %.
Table 2. The chemical (oxide) composition of the examined FBC fly ash, %.
ComponentFBC Fly Ash
CaO15.50
CaOfree4.7
SiO237.3
Fe2O33.87
Al2O321.14
MgO1.41
Na2O1.20
K2O0.90
SO36.00
The loss on ignition (LOI)12.12
Table 3. Main products of hydration and carbonation of ash–water suspensions.
Table 3. Main products of hydration and carbonation of ash–water suspensions.
PFPF + CO2
Calcite (CaCO3)
Portlandite (Ca(OH)2)-
Quartz (SiO2)
Ettringite (Ca6[Al2(OH)6]2(SO4)3 26H2O)
-Gypsum (CaSO4∙2H2O)
Hematite (Fe2O3)
Anhydrite (CaSO4)
Table 4. Elementary composition (EDS).
Table 4. Elementary composition (EDS).
ElementPeak Intensity EDS
Average Composition (Figure 5)Point Composition (Figure 6a)Average Composition (Figure 6c)
CaSss
SSss
Al.Sws
MgWww
SiSws
FeWww
CMwSs
OMwSs
s—strong; w—weak, mw—middle weak.
Table 5. The effect of the mineral sequestration process on pollutant leachability from aqueous suspensions of FBC fly ash, mg/dm3.
Table 5. The effect of the mineral sequestration process on pollutant leachability from aqueous suspensions of FBC fly ash, mg/dm3.
ElementClean Suspension Suspension with CO2% Reduction after Mineral Sequestration
Zn0.00670.004040.3
Cu0.000670.0005025.4
Pb0.000170.0001511.8
Ni0.000220.0001722.7
As0.000680.0004139.7
Hg0.000400.000392.5
Cd0.000060.0000516.7
Cr0.00150.001313.3
Cl65.662.05.5
SO42−88.454.738.1
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Uliasz-Bocheńczyk, A.; Mokrzycki, E. Analysis of the Process of Mineral Sequestration of CO2 with the Use of Fluidised Bed Combustion (FBC) Fly Ashes. Minerals 2021, 11, 676. https://0-doi-org.brum.beds.ac.uk/10.3390/min11070676

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Uliasz-Bocheńczyk A, Mokrzycki E. Analysis of the Process of Mineral Sequestration of CO2 with the Use of Fluidised Bed Combustion (FBC) Fly Ashes. Minerals. 2021; 11(7):676. https://0-doi-org.brum.beds.ac.uk/10.3390/min11070676

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Uliasz-Bocheńczyk, Alicja, and Eugeniusz Mokrzycki. 2021. "Analysis of the Process of Mineral Sequestration of CO2 with the Use of Fluidised Bed Combustion (FBC) Fly Ashes" Minerals 11, no. 7: 676. https://0-doi-org.brum.beds.ac.uk/10.3390/min11070676

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