Yunshan Wang1, Lufang Shi2, Houli Li3, Yixiao Wang4, Zhiying Wang3, Xuebin An1, Mingzhu Tang3, Gang Yang1, Jun He5,6, Jing Hu4, Yong Sun7,6. 1. National Engineering Research Center of Green Recycling for Strategic Metal Resources, Institute of Process Engineering, Chinese Academy of Sciences, Beijing 100190, China. 2. Each Energy Technology (Suzhou) Co., Ltd., Suzhou 215021, China. 3. School of Chemical Engineering and Technology, Hebei University of Technology, Tianjin 300130, China. 4. Key Laboratory of Carbonaceous Wastes Processing and Process Intensification of Zhejiang Province, University of Nottingham Ningbo China, Ningbo 315100, China. 5. Nottingham Ningbo China Beacons of Excellence Research and Innovation Institute, Ningbo 315021, China. 6. Department of Chemical and Environmental Engineering, University of Nottingham Ningbo China, Ningbo 315100, China. 7. School of Engineering, Edith Cowan University, 270 Joondalup Drive, Joondalup, Western Australia 6027, Australia.
Abstract
In this paper, a clean process based on the steam-mediated reactions for simultaneous HCl and KCl production using the potassium (K)-containing phosphorous rock as a precursor is proposed. Through hydrochloric acid (HCl) leaching, not only the generation of H3PO4 and CaCl2 (via further precipitation) were realized but also the acid-insoluble residue [phosphorous-rock slag (PS)] rich in elements, that is, K, Al, Si, and so on, in the form of microcline (KAlSi3O8) and quartz (SiO2) was obtained and became readily available for further HCl and KCl generation. Over 95% of the elements, that is, K, Al, and Si, come into the final products, and the overall acid consumption (based on HCl) is significantly reduced (90%) due to recovery of acids. The impacts of the key operational parameters such as temperature, duration, and reagent impregnate ratio were rigorously analyzed via a supervised machine learning approach, and the optimal conditions were determined [reaction temperature, X1, 850 °C; reaction duration, X2, 40 min; and impregnate ratio (PS over CaCl2), X3, 2.5] with approximately ±10% uncertainties. Thermodynamic analysis indicates that the introduction of steam to PS + CaCl2 not only enhances the chemical potential for the formation of HCl and KCl but also provides the transport advantage in continuously removing the generated products, that is, HCl and KCl, out of the system. Molecular simulation indicates that the presence of both steam and SiO2 in the PS matrix plays critical roles in decomposing PS + CaCl2 at high temperature. The shrinking core model shows that both the intrinsic kinetics and transport are influential with the activation energy being around 14.63 kJ/mol. The potential reaction pathway is postulated.
In this paper, a clean process based on the steam-mediated reactions for simultaneous HCl and KCl production using the potassium (K)-containing phosphorous rock as a precursor is proposed. Through hydrochloric acid (HCl) leaching, not only the generation of H3PO4 and CaCl2 (via further precipitation) were realized but also the acid-insoluble residue [phosphorous-rock slag (PS)] rich in elements, that is, K, Al, Si, and so on, in the form of microcline (KAlSi3O8) and quartz (SiO2) was obtained and became readily available for further HCl and KCl generation. Over 95% of the elements, that is, K, Al, and Si, come into the final products, and the overall acid consumption (based on HCl) is significantly reduced (90%) due to recovery of acids. The impacts of the key operational parameters such as temperature, duration, and reagent impregnate ratio were rigorously analyzed via a supervised machine learning approach, and the optimal conditions were determined [reaction temperature, X1, 850 °C; reaction duration, X2, 40 min; and impregnate ratio (PS over CaCl2), X3, 2.5] with approximately ±10% uncertainties. Thermodynamic analysis indicates that the introduction of steam to PS + CaCl2 not only enhances the chemical potential for the formation of HCl and KCl but also provides the transport advantage in continuously removing the generated products, that is, HCl and KCl, out of the system. Molecular simulation indicates that the presence of both steam and SiO2 in the PS matrix plays critical roles in decomposing PS + CaCl2 at high temperature. The shrinking core model shows that both the intrinsic kinetics and transport are influential with the activation energy being around 14.63 kJ/mol. The potential reaction pathway is postulated.
Food
security is paramount to the countries with a large population.[1] The productivity of major crops relies on the
sufficient supply of nutritional elements such as phosphate (P) and
potassium (K). The common practice of obtaining P and K elements derives
from metallurgical processes using different sources, that is, phosphorous
rock (PR) and potash.[2,3] In China, the sedimentary phosphorous
deposits are one of the main resources for extracting the useful P
derivate to produce phosphorous fertilizers and phosphoric acid (H3PO4).[4,5] Most phosphate fertilizers
and H3PO4 are produced through a so-called wet
process (or the dihydrate process), in which the ternary acidic system
of H2O–H2SO4–H3PO4 is used as the leaching medium and its byproduct
CaSO4·2H2O (gypsum) is largely produced.[6] The inherent drawback of this conventional process
lies in the continuous consumption of the acid (H2SO4) and accumulation of the byproduct gypsum.[7] When the sulfate ion (SO42–) migrates from sulfuric acid (H2SO4) to gypsum
(CaSO4·2H2O), it creates a great challenge
for recovering the sulfuric acid in the aspect of energy consumption
at high temperature.[8,9] In other words, the decomposition
of calcium sulfate (CaSO4) back into the base and acid
is an adverse thermodynamic barrier to overcome.[10] To make the situation even worse, this conventional wet
process also shows poor performance in effective utilization of the
residues (i.e., K, Ca, Al, Mg, Si, etc., more than 60 wt % becomes
waste slag).[11,12] For example, the waste slag often
ends up with stockpiling as phosphorous gypsum in colossus amount,
posing a great hazard to the local environment, such as the great
potential hazard made by stockpiling of phosphorous gypsum at the
Yangzi River region.[13,14] Depending on the originality,
the primary mineral matrix of the phosphorus rock (PR) varies significantly.[15] Taking the PR from southwest China as an example,
the primary mineral matrix in PR often includes the fluoroapatite
groups (Ca5(PO3)3F), dolomite (CaMg(CO3)2), microcline (KAlSi3O8), quartz (SiO2), and so on. To overcome the problem that
the conventional sulfuric acid-based wet process encountered during
PR processing, a new process based on chloride ions (Cl–) is developed in this work. The benefits of using hydrochloride
acid (HCl) lie in the following reasons: (i) different reactivities
between the minerals and acid, generating the acid-dissolving products
and insoluble residues [phosphorous-rock slag (PS)] to separate, (ii)
simultaneously generating and removing KCl from PS during the steam-mediated
reaction, and (iii) relative easiness in recovering HCl through the
addition of calcium chloride salts (CaCl2) to the PS in
the presence of steam at higher temperature. With regard to the reactivity
during acid leaching, the acid-dissolving minerals, that is, fluoroapatite
groups (Ca5(PO3)3F) and dolomite
(CaMg(CO3)2), will react with acids actively
and dissolve into the leachate. The main products of H3PO4 and CaCl2 (via further precipitation) are
obtained, leaving acid-insoluble residues rich in elements, that is,
K, Al, Si, and so on. The elements in insoluble residues are mainly
in the form of microcline (KAlSi3O8) and quartz
(SiO2). To further utilize these valuable elements in the
residue (PS), especially the K element in microcline (KAlSi3O8), the roasted calcination of CaCl2 + PS
in the presence of steam will be deployed. This steam-mediated high-temperature
process shows very appealing advantages over current available processes
used for potassium extraction from K-feldspar minerals: (i) no need
to use a large volume of fresh water to extract the K element after
high-temperature roasting, (ii) significant reduction of the external
input of CaCl2 as the H3PO4 production
process will continuously produce the byproduct (CaCl2)
during the acid leaching step, (iii) avoiding the separation of KCl
out of the aqueous solution from conventional CaCl2 + K-feldspar
roasting,[16,17] and (iv) the produced HCl and KCl can be
simultaneously and continuously moved out of the system through the
flux of steam at ambient pressure during the reaction. From the energy
cascade utilization and material recycling perspective, this proposed
Cl–1 ion-based steam-mediated process is an essentially
sustainable and environmental-friendly approach; it not only substantially
tackles the hitherto problem of the integrated PR utilization but
also paves a new way for processing the minerals that shares similar
minerology features. The reports of this new process, to the best
knowledge of authors, have never been published before.
Experiments
Description of the Process with HCl Recovery
and KCl Generation
Due to the complex mineral matrix of PR
(obtained from the Xingfa group in Hubei Province, People’s
Republic of China), this work focuses on the investigation of the
main elements such as K, Ca, and Si and their corresponding associated
reactions. All experiments were repeated with three replica, and the
experimental uncertainties were kept within ±5%. The characterization
of PR used in this work is shown in Figure . The type of sedimentary rock is featured
with (i) a relative lower level of P in Ca5(PO4)3F (Ca5(PO4)3F content
less than 50 wt % in PR) and (ii) a relative higher level of impurities,
that is, K and Ca. The X-ray fluorescence (XRF) results indicate that
the percentages of three main compositions, namely, Ca5(PO4)3F, CaMg(CO3)2,
and SiO2, are over 85 wt % in the PR (Figure A). The crystallite quartz,
fluorapatite (Ca5(PO4)3F), and dolomite
(CaMg(CO3)2) are the main compositions in the
crystallite matrix of PR (Figure B). The mineral often presents a dark-greenish color
(Figure C). The scanning
electron microscopy (SEM)–energy-dispersive X-ray spectroscopy
(EDS) mapping (Figure S1) of PR also indicates
its complexities with existence of trace elements such as S, Fe, Al,
Mg, and so on. Once the PR is leached by HCl, the majority of P, Ca,
and Mg elements comes into the leachate, and the characterization
of the remaining acid-insoluble residue [phosphorous-rock slag (PS)]
is shown in Figure .
Figure 1
Characterization of PR: (A) XRF analysis of the main compositions
in PR within ±10% uncertainties, (B) XRD, and (C) photo image
of PR.
Figure 2
Characterization of phosphorous-rock slag (PS):
(A) XRF analysis
of the main compositions in PS within ±10% uncertainties, (B)
XRD, (C) photo image of PS, (D) and SEM–EDS mapping for the
key elements in PS.
Characterization of PR: (A) XRF analysis of the main compositions
in PR within ±10% uncertainties, (B) XRD, and (C) photo image
of PR.Characterization of phosphorous-rock slag (PS):
(A) XRF analysis
of the main compositions in PS within ±10% uncertainties, (B)
XRD, (C) photo image of PS, (D) and SEM–EDS mapping for the
key elements in PS.The XRF results indicate
that the percentages of three main compositions,
namely, KAlSi3O8, SiO2, and FeS2, are over 90 wt % in the PS with trace amounts of elements,
that is, Mg (0.6 wt %), P (0.3 wt %), and Ca (0.2 wt %), respectively
(Figure A). The crystallite
microcline (KAlSi3O8), quartz (SiO2), and pyrite (FeS2) are the main composites in the crystallite
matrix of PS (Figure B). The color of PS becomes dark gray (Figure C). The SEM–EDS mapping (Figure D) of PS also indicates
its complexities with existence of various elements such as K, Fe,
Al, Si, and so on.The filtrated and dried PS was then impregnated
with CaCl2 (precipitated from the leachate during the step
of crystallization)
at different ratios. The mixture was put in a ceramic boat reactor
to react with steam at different temperatures (600–1000 °C).
The experimental rig for this reaction is shown in Figure . The steam is quantitatively
counted using a peristatic pump, and the volume fed into the reaction
zone is calculated using the ideal gas law (the experimental conditions
were kept at high temperature and ambient pressure, where the use
of the ideal gas law is appropriate)where P refers to
the pressure
of the operational condition (in this work, the operational pressure
was kept at 1 atm), V is the volume of the gas (m3), n refers to the mole of the gas (mole), R refers to the gas constant, and T refers
to the operational temperature (K). Once the water was pumped into
the preheating section, it was heated up and evaporated into vapor
at the designated temperature. Then, the preheated steam (at a flow
rate of 3 mL/min) was fed into the tube furnace to react with the
mixture (PS + CaCl2) at different temperatures. The outlet
of the reactor was ducted to the heat exchanger to separate the condensed
KCl (below its dew point) and HCl vapor. The concentration of Cl–1 in HCl vapor was determined by mercury nitrate titration
at the outlet. The concentration of K+ is measured by inductively
coupled plasma–optical emission spectrometry (ICP-OES). After
reaction, the residue in the ceramic boat reactor was taken out of
the tube furnace for elementary mass balance calculations and subsequent
characterization.
Figure 3
Schematic diagram and experimental setup of steam reaction
for
the coupled HCl recovery and the KCl generation, where PS refers to
phosphorous slag.
Schematic diagram and experimental setup of steam reaction
for
the coupled HCl recovery and the KCl generation, where PS refers to
phosphorous slag.The total process of
utilizing PR with the main mass flows (based
on 100 g of PR) for simultaneous HCl and KCl regeneration is depicted
in Figure . Apart
from producing phosphorous acid (H3PO4), more
than 90 wt % of K, Ca, and Si can be effectively high-value-converted
into useful products, let alone the relative easiness in regenerating
the acid (HCl, the consumption of hydrochloric acid is substantially
reduced to 90 wt % less compared with the conventional leaching process,
in which the acid is not regenerated). By recovering the acid through
the process, it significantly reduces the amounts of external demands
of the acid consumed for dissolving the PR and the production of H3PO4. For the convenience of study, in this work,
we simply focus on the CaCl2 + PS mixture and its corresponding
reactions in the presence of the steam at high temperature.
Figure 4
Process of
the coupled HCl recovery and KCl generation using K-containing
PR based on Ca-involved reactions. PS refers to phosphorous-rock slag.
Process of
the coupled HCl recovery and KCl generation using K-containing
PR based on Ca-involved reactions. PS refers to phosphorous-rock slag.
Characterization
The characterization
of samples includes X-ray diffraction (XRD) using an Empyrean PANalytical
B.V. with 50 kV, SEM, and EDS using a ZEISS Sigma300 VP, a photoelectron
spectrometer (XPS), Thermo-Fisher Scientific ESCALAB 250Xi, with parameters
set at Al K α (source), 200 W (power), 500 μm (spot size),
and 2.0 × 10–9 mbar (vacuum) with carbon (1s)
as a calibration peak. The metal elements in solution were determined
by ICP-OES (Optima 5300 DV, PerkinElmer, USA).
Thermodynamic
Analysis of the Potential Reactions
In this work, the HSC
chemistry 6 software (Outokumpu Technology)
was used to perform a preliminary thermodynamic analysis of the potential
reactions. The chemical potentials of these reactions were estimated
at different temperatures at ambient pressure. To narrow down the
scope of reaction selection, this work focuses on those existing mineral
compositions in the PS matrix (Figure ) and the main products after reaction (in both the
solid residue and outlet vapor such as KCl and HCl). Therefore, the
main possible reactions during HCl and KCl generation are illustrated
belowAmong these reactions, reaction refers to the roasting the
mixture (PS + CaCl2) in the absence of steam at high temperature,
while reactions and 4 refer to the reactions between the PS + CaCl2 mixture and steam. The corresponding Gibbs free energies
of these reactions were plotted and are shown in Figure . Among these three different reactions –4 at the investigated temperature range, the chemical
potentials of reactions and 4 fall into the spontaneous zone. This
indicates that the absence of steam is thermodynamically unfavorable
to the formation of KCl and HCl at high temperature. With regard to
the temperature range, the lowest temperature for reaction to occur is around 655 °C,
while it is around 964 °C for reaction . This indicates that reaction might predominately occur at the investigated
experimental conditions, while reaction will step in once the system temperature reaches 964
°C. In addition, because of the feature of the experimental setup,
it offers a transport advantage of continuous removal of the generated
products, that is, HCl and KCl, out of the system by the influx of
the steam, which will make reaction balance further skewing toward
the generation of HCl and KCl (reactions and 4). Therefore, from the
above preliminary thermodynamic analysis, it is found that the introduction
of steam to (PS + CaCl2) plays a critical role during the
formation of HCl and KCl. From the values of entropy and enthalpy
of reactions and 4,[18] the Gibbs free energy
is calculated as followswhere G refers to
the Gibbs
free energy (kJ mol–1), H refers
to the enthalpy (kJ mol–1), and S refers to the entropy (kJ mol–1). As reaction
approaches equilibrium, the equilibrium constant is expressed as followswhere K refers to
the reaction
constant, K0 refers to the reaction constant
under standard conditions, R refers to the gas constant
(8.314 J mol–1 K–1), and Ea refers to the activation energy (kJ mol–1). The calculation of activation energies for reactions and 4 is shown in Figure S2, with 150
(kJ mol–1) for B and 208 (kJ mol–1), respectively. These values generally fall into the range of activation
energies of chemical reactions such as MnCl2 + steam reactions.[19,20]
Figure 5
Thermodynamic
analysis of potential reactions during the PS + CaCl2 roasting
with steam.
Thermodynamic
analysis of potential reactions during the PS + CaCl2 roasting
with steam.
Kinetic
Study of the Process
The
reaction was carried out in a boat reactor heated using the tube furnace.
By carefully controlling the amount of water using the peristatic
pump, one can quantitatively estimate the amount of steam at the designated
operational temperature. The reaction zone was maintained at different
temperatures from 700 to 900 °C with the duration from 10 to
150 min. The obtained solid residue in the ceramic boat was grinded
into powder, followed by mixed acid [hydrofluoric acid (HF) and nitric
acid (HNO3) by 1:1 volume ratio] leaching at a liquid-to-solid
ratio of 10:1 for 30 min. The resultant slurry was finally filtered
and oven-dried (105 °C). The K+ content in the filtrate
was measured by ICP-OES. The corresponding conversion (x) of KCl is calculated as followswhere m1 is the
mass in the reactants, α is the K content in the PS (wt %), m2 is the mass in the solid residue, and β
is the K content in the solid residue (wt %).
Process
Optimization Using the Supervised
Machine Learning Approach
The preliminary experiment indicates
that X1, reaction temperature; X2, reaction
duration; and X3, impregnate ratio (PS over CaCl2) were critical during reaction (KCl conversion). Therefore, these
three operational parameters were investigated to find out quantitative
correlations with conversion (based on KCl conversion). In this work,
17 experimental conditions were used as training data set (Table S1). For neuron network construction, the
activation functions in the neuron network architecture are one of
the most important ones,[21,22] which are used to transform
input (using the summed weighted approach) into the activation of
the node. In this work, the rectified linear activation function (ReLU)
was used in the Tensorflow during supervised machine learning (SML)
process to minimize the errors caused by the vanishing gradient.[11] The outcome of SML for the optimization are
shown in Figure .
With multiple objective functions by maximizing KCl conversion, the
optimal conditions were achieved as X1-850 °C, X2-40 min, and X3-2.5, respectively. The subsequent
validation experiment conducted at this achieved optimal condition
(X1-850 °C, X2-40 min, X3-2.5)
shows <±10% uncertainties, indicating a relatively good prediction
from this SML algorithm.
Figure 6
Optimization of operational conditions for KCl
conversion using
SML: (A) temperature versus duration for KCl conversion, (B) temperature
versus impregnate ratio for KCl conversion, and (C) duration versus
impregnate ratio for KCl conversion.
Optimization of operational conditions for KCl
conversion using
SML: (A) temperature versus duration for KCl conversion, (B) temperature
versus impregnate ratio for KCl conversion, and (C) duration versus
impregnate ratio for KCl conversion.
Molecular Simulation Study
The total
energy is calculated and expressed by assuming all ground-state properties
to be functionals of the charge density[23]where Et[ρ]
is the total energy, T[ρ] is the kinetic energy
(non-interacting particles with density ρ), U[ρ] refers to the classical electrostatic energy contributed
from the Coulombic interactions, and EXC[ρ] refers to the exchange and correlation energies that contribute
to the total energies. For the density function theory (DFT) calculation,
the semi-empirical dispersion–correction schemes were used.
The simulated annealing is deployed to locate a good approximation
with the global minimum of a given function in a large search space.[24] The Metropolis Monte Carlo method is deployed
to estimate the total energy of water steam adsorption on the model
composites at ambient pressure and 1097 K. In this method, the sorbate
structure is treated as rigid. Only rigid body translations and reorientations
are incorporated during calculations.
Results
and Discussion
Kinetic Study
The kinetic profiles
of reaction with and without steam at 800 °C are shown in Figure A. Obviously, the
reaction in the absence of steam yields a poor performance in KCl
conversion at the exit of the reactor. This agrees with the preliminary
thermodynamic analysis of reaction . With the introduced steam, the reactions (reactions and 4) toward the formation of products, either HCl or KCl or both,
occur as a certain temperature threshold is reached. The kinetic profile
of reaction with the steam and the morphology of solid residues and
formed KCl are depicted in Figure B. Starting from PS, the color of the solid residue
gradually changes from dark to gray as the reaction (eq ) proceeds. In addition, the KCl
carried by the steam flux presents a very similar appearance with
an increase of duration. More than 75% of K+ ions are converted
within the first 10 min, indicating that the reaction at 800 °C
is kinetically favorable. Once the temperature reaches 800 °C,
the chemical potential for reaction (eq ) becomes favorable to the direction toward to the
formation of KCl and HCl. Besides, the continuous removal of the products,
that is, KCl and HCl, out of the reaction system will enhance the
skewing reaction direction toward the formation of KCl and HCl. Therefore,
both thermodynamic evidence and kinetic evidence suggest the feasibility
and practicality of this proposed process for simultaneous HCl and
KCl production in the presence of steam.
Figure 7
Kinetics of reactions:
(A) KCl conversion of the blank reaction
(no steam mediated) and KCl conversion with steam mediated at 800
°C and (B) steam-mediated kinetic profile of solid residues and
the produced KCl at 800 °C, where PS refers to phosphorous slag
and blank reaction refers to PS + CaCl2 in the absence
of steam at 800 °C.
Kinetics of reactions:
(A) KCl conversion of the blank reaction
(no steam mediated) and KCl conversion with steam mediated at 800
°C and (B) steam-mediated kinetic profile of solid residues and
the produced KCl at 800 °C, where PS refers to phosphorous slag
and blank reaction refers to PS + CaCl2 in the absence
of steam at 800 °C.In this work, the shrinking
core model (SCM) is used to estimate
the conversion (on the KCl basis).[25,26] The reaction
time (t) and the KCl conversion (x) can be expressed in the following form, which includes all the
controlling stepswhere t is the reaction time
(min), CS0 is the initial solid concentration
(mol/L), CA0 is the initial concentration
(mol/L), kg is the gaseous diffusion constant
factor (m2/s), ks is the surface
reaction constant factor (m2/s), and De is the effective diffusivity (this refers to diffusion
of vapor KCl in steam at a higher temperature, m/s). The modified
correlation between the conversion and kinetic constant factor for
the reaction is depicted as followswhere kc is the
modified reaction rate constant (m–0.6/s), d is the average diameter of the particle (in this work,
the averaged particle size is around 23 μm and the particle
size distribution of PS + CaCl2 is shown in Figure S3), Ea is
the activation energy (kJ/mol), R is the ideal gas
constant (8.31 J/mol/K), T is the temperature of
reaction (K), ρc is the density of the PS particle
(kg/m–3), M is the molecular mass
of the reagent (kg/mol), and r is the average particle
radius (m) with the following correlationwhere S refers to the surface
area of the reagent (PS + CaCl2); in this work, all particles
in the ceramic boat reactor are assumed to be around 1.5 m2/g. The conversion expression can be further reduced to a simpler
expression if the overall rate is controlled by the surface reaction
as followsThen its derivative
can be cast into the followingThe conversion expression can be simplified
into the following
if the reaction is controlled by the diffusivity (transport control)and its derivative can be achieved asThe results
of kinetics at three different temperatures (from 700
to 900 °C) are shown in Figure . Among different controlling steps (diffusion control, r = 88%; reaction control, r = 86%; and diffusion + reaction
control, r = 99%), the
best fit curve of SCM (judging from the r square
value) is achieved by considering all controlling steps (diffusion
and chemical reaction). This indicates that the intrinsic kinetics
and transport are both influential at the investigated experimental
conditions. The corresponding activation energy (Ea) is around 14.63 (kJ/mol). In general, the magnitude
of the activation energy for chemical reactions will be around 40–200
kJ/mol for roasting reactions between CaCl2 and potassium
sources such as K-feldspar in the absence of steam,[27,28] which generally agrees with the values calculated from theoretical
thermodynamic analysis for the activation energies of the proposed
potential reactions and 4 (reaction 3, Ea = 150 kJ/mol; reaction 4, Ea =
208 kJ/mol). However, according to the definition of the SCM, this
type of model is used to describe the situation in which solid particles
are consumed by either dissolution or reaction; as a result, the amount
of material being consumed shrinks. Therefore, the activation energy
obtained from SCM simply based on KCl conversion might not be able
to completely represent the intrinsic kinetics of the reactions (in reactions and 4, respectively). This indicates that the use of SCM might
underestimate the activation energy of the reactions during the contact
of the mixture (K-feldspar + CaCl2) with steam at the investigated
temperature range. The merit of using SCM lies in the quantitative
identification of controlling dominant steps (diffusion, chemical
reaction, or the combination) during reactions. For process intensification,
some experimental conditions such as the relative smaller particle
size of PS + CaCl2 (Figure S3) and the involvement of high-temperature steam (continuously removing
the produced products, i.e., HCl and KCl) might all contribute to
further reduction of the value of the actual apparent activation energy
of the reaction.[20,29] The improvement of these factors,
that is, reducing particle size, increasing flows, and so on, will
be helpful to the process intensification during the step of process
scale-up.
Figure 8
Kinetics of KCl conversion using SCM at different temperatures:
(A) curve fitting using the diffusion control model, (B) curve fitting
using the chemical control model, (C) curve fitting using the diffusion
+ chemical control model, and (D) activation energy estimation, where Ea refers to the activation energy and A refers
to the pre-factor.
Kinetics of KCl conversion using SCM at different temperatures:
(A) curve fitting using the diffusion control model, (B) curve fitting
using the chemical control model, (C) curve fitting using the diffusion
+ chemical control model, and (D) activation energy estimation, where Ea refers to the activation energy and A refers
to the pre-factor.
Characterization
of Solid Residues at Different
Temperatures
Although various parameters affect the reaction,
the reaction temperature is one of the most critical parameters that
influence the reaction.[30,31] The characterization
of the solid residues at different temperatures is shown in Figure . With an increase
of reaction temperature, no substantial morphological differences
are observed among all residues after reaction (Figure A). The XPS of Ca (2p1/2 and 2p3/2), O 1s, and Si 2p is shown in Figure B–D, respectively. It is found that
the binding energy of Ca 2p1/2 and Ca 2p3/2 (especially
Ca 2p3/2) of the solid residue tends to shift toward relatively
lower binding energies with an increase of reaction temperature. This
is associated with the broken ionic bond between Ca2+ and
Cl– (CaCl2) and the formation of calcium
aluminum silicate (CaAl2SiO6). The binding energies
of both O 1s and Si 2p tend to shift to a relative higher energy with
an increase of reaction temperature. The change from microcline (KAlSi3O8) to calcium aluminum silicate (CaAl2SiO6) and the formation of the Si-contained composites
(in the form of Si–O connection) are both associated with the
rearrangement of bindings between the oxygen atom and other atoms
(i.e., Al, Ca) in the mineral matrix.[32,33]
Figure 9
Characterization
of solid residues at different temperatures: (A)
SEM morphology, (B) XPS for Ca2+, (C) XPS for O 1s, (D)
XPS for Si 2p, and (E) XRD. All other parameters were kept at the
optimal condition (duration = 30 min, impregnate ratio = 2).
Characterization
of solid residues at different temperatures: (A)
SEM morphology, (B) XPS for Ca2+, (C) XPS for O 1s, (D)
XPS for Si 2p, and (E) XRD. All other parameters were kept at the
optimal condition (duration = 30 min, impregnate ratio = 2).A similar shifting pattern from Si 2p is observed,
suggesting that
more lattice silica atoms are found on the surface of the solid residue
with an increase of temperature. The XRD spectra are shown in Figure E. The combined sharp
and small peaks in each sample indicate the complexity of crystallite
minerals in the solid residue.[34−36] With an increase of temperature,
the intensity of the peaks from quartz becomes smaller. This indicates
that the original crystallite structure of quartz in PS might be consumed
because of reactions (i.e., reactions and 4). The characteristic peaks
of KAlSi3O8 experience a decrease, indicating
the consumption of microcline as reaction proceeds. This orchestrates
with the increased intensity of the peaks for calcium aluminum silicate
(CaAl2SiO6) with an increase of temperature.
Other impurities such as pyrite persistently exist in the solid residue
with different intensities.[37]To
investigate the detailed binding energies of the formed oxidative
minerals, the broad O 1s peak is split into two parts; the binding
energy centers around 529 eV are associated with Ca–O, and
the binding energy centers around 531 eV are associated with Al–O.[38,39] The main bands by deconvolution are shown in Figure . With an increase of reaction temperature,
the binding energy of Al–O tends to gradually increase, while
Ca–O experiences a decrease from 600 to 900 °C, indicating
the gradual consumption of CaCl2 and the formation of calcium
aluminum silicate (CaAl2SiO6) in the solid residue
after reaction. As the reaction temperature reaches 1000 °C,
the portion between 531 eV (Al–O) and 529 eV (Ca–O)
experiences an appreciable transitional change. A relative increased
portion of 529 eV (Ca–O) up to 24% and a decrease to 76% of
531 eV (Al–O) are observed. One of the reasons might be due
to the start of other side reactions that lead to the formation of
the new calcium and aluminum oxides. According to the preliminary
thermodynamic analysis, reaction will start to step into the spontaneous zone once the reaction
temperature is over 946 °C (Figure ), where new products such as rankinite (Ca3Si2O7) start to form and the corresponding
O 1s binding energy will change accordingly (Figure ).
Figure 10
XPS peak splitting for O 1s for solid residues
at different temperatures.
Figure 11
XPS
peak splitting for Si of solid residues at different temperatures
and the different peak area percentages by deconvolution.
XPS peak splitting for O 1s for solid residues
at different temperatures.XPS
peak splitting for Si of solid residues at different temperatures
and the different peak area percentages by deconvolution.The XPS spectra of Si were also recorded to ascertain the
compositions
associated with silica in the solid residues. Although spectra displayed
the broad Si band, they also revealed the presence of valence around
the Si atom arising from bonding with oxygen. Through the deconvolution,
two bands at 102.5 eV (Si–O) and 103.4 eV (O–Si–O)
are achieved, which correspond to Si 2p1/2 and Si 2p3/2, respectively.[40] With an increase
of temperature over 600 °C, the majority of the valence around
the Si atom is in the form of Si 2p1/2 (Si–O) with
some valence around Si existing in the form of O–Si–O
and the substoichiometric SiOx.[41] This also agrees with O 1s spectra; that is, the binding
energy of the oxygen atom for O–Si–O locating at 532.5
eV is not appreciably observed. Therefore, the valence that the Si
atom binds with other atoms is the most through Si–O. In other
words, the Si atom exists mostly in the complex composite’s
clusters (i.e., CaAl2SiO6, Ca3Si2O7, etc.) rather than in the pure quartz (SiO2) crystal matrix, which agrees reasonably well with the postulated
reactions (reactions B and C). This result also agrees with the XRD
spectra (Figure E)
analysis that the intensity of quartz in the solid residue at a higher
temperature does not appreciably increase.
Preliminary
Reaction Mechanism Discussion
As steam plays a critical role
during reaction, it is necessary
to investigate the interactions between the steam molecule and the
key minerals in the PS + CaCl2 matrix. Since the adsorption
is the first step prior to the reaction, the total energies of the
adsorption between the water molecule and the microcline, silica,
and CaCl2 composites might shed some insightful light on
the reaction mechanism. As mineralogy of PS is quite complicated,
we only focus on the main mineral composites (shown from PS characterization
data in Figure ) such
as microcline (the crystal 024 plane was chosen for adsorption using
the lattice parameters a = 24.97, b = 9.31, c = 8.57 Å and angles α = 90,
β = 81.1, γ = 90),[42] quartz
(the crystal −100 plane was chosen for adsorption using the
lattice parameters a = 4.913, b =
4.913, c = 5.4052 Å and angles: α = 90,
β = 90, γ = 120),[43] and CaCl2 (the crystal 010 plane was chosen for adsorption using the
lattice parameters a = 15.25, b =
18.65, c = 3.64 Å and angles: α = 90,
β = 90, γ = 90),[44] respectively.To obtain some detailed information about the adsorption of water
on the model compounds, the density functional theory (DFT) approach
is employed and the results of water adsorption on quartz (SiO2) and microcline (KAlSi3O8) are summarized
in Figure (12_a1,
the crystallite structure of SiO2; 12_a2 and 12_a3, different
adsorption conformations on SiO2 with different bond distances;
12_b1, the crystallite structure of microcline; 12_b2 and 12_b3, different
adsorption conformations on KAlSi3O8 with different
bond distances). Regarding the water adsorption on SiO2, among these two adsorption conformations, the water (H–O–H)
adsorption energy is appreciably smaller in position 1 (Figure _a2, adsorption
energy: −0.87 eV) than that in position 2 (Figure _a3, adsorption energy: −0.82
eV). The corresponding bond distances between the H atom from H2O and the O/Si atoms (H–O–H to O–Si:
2.895 Å, H–O–H to Si–O: 3.323 Å) tend
to be shorter than that of the O atom from H2O and O/Si–SiO2 atoms (H2–O to O: 3.723 Å, H2–O to Si: 3.553 Å) due to the stronger adsorption energy.
Therefore, the conformation of water with the H atom facing toward
the surface of SiO2 is considered to be most likely a steam
conformation during reaction. In addition, combined with XPS analysis
results, the existence of Si 2p1/2 atoms will contribute
to the polarization of water molecules at a high temperature, which
might facilitate the conformation of water molecules shown in Figure _a2. For water
adsorption on microcline, it is more complicated due to the complexity
of crystallite microcline (Figure _b1). The conformation of water is more likely to be
the one shown in Figure _b2 with the bond distance (between the H atom from water
and atoms from the microcline structure) varying from close to far
(H–O 2.916 Å, H–K 3.103 Å, H–Si 3.347
Å, and H–Al 4.621 Å, respectively). The corresponding
adsorption energies of conformation 1 (Figure _b2, adsorption energy: −0.19 eV)
are smaller than that of configuration 2 (Figure _b3, adsorption energy: −0.13 eV).
The total energy of water molecules adsorbed on different composites
using the Monte Carlo approach is shown in Figure . At the simulated condition (T = 1073 K and P = 1 atm), the energy barrier for
steam molecules to approach the surface of microcline is much higher
than that of CaCl2 and SiO2. The energy barrier
of SiO2 is the lowest, indicating that it is more favorable
for the steam molecule to adsorb on the surface of SiO2. In addition, the preliminary experiment and thermodynamic analysis
also show that the reaction between the CaCl2 and H2O cannot proceed if it is in the absence of SiO2, even when the temperature is over 1000 °C (delta G = 6 kcal/mol). With existence of SiO2 (one of the acid-insoluble
residues in the PS residue) and the presence of steam, CaCl2 becomes reactive and the formation of HCl and KCl begins to proceed
at the experimental condition. Therefore, apart from introducing the
steam, the existence of Si-O also significantly
facilitates changing PS into KCl and HCl, respectively.
Figure 12
Molecular
simulation for water adsorption on microcline: (a1) crystal
structure of quartz, (a2) water adsorption configuration on quartz
with the oxygen bond distance, (a3) water adsorption configuration
on quartz with the hydrogen bond distance, (b1) crystallite structure
of microcline, (b2) water adsorption configuration on microcline with
the hydrogen bond distance, and (b3) water adsorption configuration
on microcline with a larger bond distance.
Figure 13
Total
energy of water adsorption on the different model composites
at 1073 K (1 atm) using the Monte Carlo approach, where 1 refers to
microcline (KAlSi3O8), 2 refers to CaCl2, and 3 refers to SiO2.
Molecular
simulation for water adsorption on microcline: (a1) crystal
structure of quartz, (a2) water adsorption configuration on quartz
with the oxygen bond distance, (a3) water adsorption configuration
on quartz with the hydrogen bond distance, (b1) crystallite structure
of microcline, (b2) water adsorption configuration on microcline with
the hydrogen bond distance, and (b3) water adsorption configuration
on microcline with a larger bond distance.Total
energy of water adsorption on the different model composites
at 1073 K (1 atm) using the Monte Carlo approach, where 1 refers to
microcline (KAlSi3O8), 2 refers to CaCl2, and 3 refers to SiO2.With all the above-mentioned information, the reaction route might
be postulated as follows: (i) starting from the adsorption of steam
molecules on the surface of SiO2 with defects, followed
by the spill over the polarized H–OH water molecule toward
the surface of CaCl2; (ii) the energized water will participate
in breakdown of the crystallite structure of CaCl2 (also
indicated from Ca 2p3/2 shifting to a lower binding energy
shown in Figure B),
leaving the chloride ions (Cl–1) out of the CaCl2 matrix, which results in the formation of volatile HCl; iii)
replacing the K+ with Ca2+ cations in the microcline
matrix with the assistance of the HCl at high temperature (as indicated
from Figure _b1,
the crystallite structure of microcline, K is much more loosely coalited
with the Si–Al–O complex structure), resulting in the
formation of KCl; and (iv) finally, the formed Ca–Si–Al–O
composite will rearrange into the composite with the minimum chemical
potential as it cools down (the products suggested by reactions and 4 from thermodynamic analysis). The schematic diagram of the possible
reaction route is summarized in Figure . Obviously, this postulated route is a
quite simplified reaction pathway; it is believed that there will
be more possible side reactions in the real scenario.
Figure 14
Schematic diagram of
the reaction route of steam-mediated HCl and
KCl formation reaction, where PS refers to phosphorous-rock slag.
Schematic diagram of
the reaction route of steam-mediated HCl and
KCl formation reaction, where PS refers to phosphorous-rock slag.
Conclusions
A clean
process based on the steam-mediated reactions for the simultaneous
HCl and KCl production using potassium (K)-containing phosphorous-rock
slag (PS) as a precursor is proposed. The generation of both liquid
products (H3PO4 and CaCl2) and solid
residues (PS rich in elements, i.e., K, Al, Si, etc.) in the form
of microcline-KAlSi3O8 and quartz-SiO2 was achieved. The optimal conditions were achieved (X1-850 °C, X2-40 min, X3-2.5) using the
SML approach. Thermodynamic analysis and molecular simulation indicate
that the presence of both steam and SiO2 in the (PS + CaCl2) matrix plays critical roles during the formation of HCl
and KCl at high temperature. The SCM suggests that both the intrinsic
kinetics and transport (diffusion) are influential at the investigated
conditions, and the corresponding activation energy of Ea = 14.63 kJ/mol is obtained. The potential reaction pathway
based upon experimental characterization and theoretical simulation
is also postulated..
Authors: Robert Bywalez; Hatice Karacuban; Hermann Nienhaus; Christof Schulz; Hartmut Wiggers Journal: Nanoscale Res Lett Date: 2012-01-16 Impact factor: 4.703