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Ultrafine particulate matter formation in the early stage of pulverized coal combustion of high-sodium lignite
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Qi Gao, Shuiqing Li ⇑, Ye Yuan, Yiyang Zhang, Qiang Yao
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Key Laboratory for Thermal Science and Power Engineering of Ministry of Education, Department of Thermal Engineering, Tsinghua University, Beijing 100084, China
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a r t i c l e
i n f o
Article history: Received 3 March 2015 Received in revised form 5 May 2015 Accepted 14 May 2015 Available online xxxx Keywords: Zhundong lignite Ultrafine PM Flame synthesis Thermophoretic sampling Hencken burner
a b s t r a c t In this work, the pulverized coal combustion of Zhundong lignite was conducted in an optically-accessible, downward Hencken flat-flame burner to investigate the incipient formation of ultrafine particulate matter (PM). The ultrafine PM were collected in-flame from distinct positions under 1800 K, 1500 K and 1200 K using a self-designed thermophoretic sampler, together with extensive conventional transmission electron microscopy (TEM), high-resolution transmission electron microscopy (HRTEM) and energy-dispersive X-ray spectroscopy (EDS) examinations. A novel in situ low-intensity phase-selective laser-induced breakdown spectroscopy (PS-LIBS) was further introduced to diagnose the dynamic behavior of particle-phase sodium during the pulverized coal combustion. The primary particles in the collected ultrafine PM have mean diameter of 8–15 nm, with Si and Na as main mineral components based on TEM/HRTEM–EDS results. The formation of ultrafine PM is regarded as a process of multi-component flame syntheses of mineral precursors, in which the competition between the devolatilization and the coalescence of particles are of most significance. Finally, based on an approach of time scale analysis, three characteristic times of minimum mean diameter of primary particles, the initial increment point of particle-phase sodium and the maximum devolatilization are found to be highly correlated. Ó 2015 Published by Elsevier Ltd.
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1. Introduction
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It was investigated that coal still takes up 65.7% of the primary energy consumption in China in 2013. The persistent utilization of coal has been claimed as one of main contribution to serious particulate matter (PM) pollution in China. As people start to pay more attention to much smaller PM2.5, PM1.0 or PM0.2 because of healthy and environmental concerns, the collection efficiency of fine particles by electrostatic precipitators (ESP) unexpectedly becomes low, with PM2.5 of 95–99% [1,2] and PM1 of 85–95% [3,4], despite high efficiency of bulk ash particles (PM10+) up to 99.9% or even higher. Nevertheless, the increasing use of low-rank coal (e.g. lignite) in developing countries makes the situation much worse. It is because that such kind of coal often contains a certain amount of easily vaporized species, e.g. ion-exchangeable alkali and alkaline earth metallic (AAEM) species [5,6]. For instance, it was recently reported that an AAEM-rich lignite produces 5.1 times larger amounts of ultrafine PM0.2 than high-rank bituminous coal in the
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⇑ Corresponding author at: Department of Thermal Engineering, Tsinghua University, Haidian District, Beijing 100084, China. Fax: +86 10 62773384. E-mail address:
[email protected] (S. Li).
furnace, whereas their production amounts of PM2.5 (or PM1) approximately keep the same magnitude [7]. In order to further improve the control of fine PM in both combustion and post-combustion stages, the fundamental studies on the formation mechanism of ultrafine particles, from the bottom level, are of importance and essence. Previously, the characteristics of PM10 emitted from coal combustion were intensively investigated. Seames et al. [8,9] reported that the particle size distributions (PSDs) of PM10 are tri-modal, e.g. ultrafine mode (<0.1 lm), fine fragmentation mode (between 1 and 2 lm) and supermicron mode (>1 lm), respectively. It was successively reported the formation of PM1 mainly results from the volatilization, condensation and aggregation of inorganic species [9–11], the inflation, cracking and bursting of char particles (ceno-sphere structure) and shedding of molten ash due to heating and/or volatile gas expansion [8,9,12–15]. Meanwhile, the formation of PM1–10 was related to the coalescence of mineral matters [16,17] and the fragmentation of char and external minerals [9,18–20]. Recently, Wu and co-workers further clarified, even among PM1, the formation mechanisms of PM0.1–1 and PM0.1 are different [21]. As for ultrafine PM0.1, the distribution was subdivided into five modes, attributed to carbonaceous particles as well
http://dx.doi.org/10.1016/j.fuel.2015.05.028 0016-2361/Ó 2015 Published by Elsevier Ltd.
Please cite this article in press as: Gao Q et al. Ultrafine particulate matter formation in the early stage of pulverized coal combustion of high-sodium lignite. Fuel (2015), http://dx.doi.org/10.1016/j.fuel.2015.05.028
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as size-selective nucleation and growth of refractory oxides and metal nano-particles [22]. Since these PMs, either fine or coarse, were mostly collected from the combustor exit with PSDs and morphology characterization by scanning mobility particle sizer (SMPS)/electrical low pressure impactor (ELPI)/Berner low pressure impactor (BLPI)/aerodynamic particle sizer (APS), computer-controlled scanning electron microscopy (CCSEM), etc. [23,24]. Thus, the direct evidence through in-flame observations is needed to further clarify PM formation mechanism. Due to rapid progresses on flame soot or flame synthesis studies [25], in-flame particle sampling methods (e.g. thermophoretic sampler) may play an important role in studying ultrafine PM formation during pulverized coal combustion. The characterization of chemical compositions in different PM modes is also important. For instance, the mineral components in PM10 mainly include major elements such as Si and Al, minor elements such as Na, Ca, Fe, and trace elements of As, Hg, etc. [26]. Several formation pathways were put forward on the transformation of mineral elements to ultrafine PM. In the stage of char combustion, Quann and Sarofim interpreted the PM1 formation with a high-temperature reaction of MOn (s) + CO (g) = CO2 (g) + MOn1 (g), which governs the volatilization of refractory oxides (with M standing for Si, Fe, Ca and Mg) [27,28]. Nevertheless, Zhang et al. proposed another possibility of PM0.1 formation from the contribution of organically bound mineral elements in volatile matters by qualitatively comparing the pyrolysis and combustion experiments of coals [29]. More recently, Li et al. indicated that the significant amounts of AAEM species (e.g. up to 80% for sodium) were volatilized during the pyrolysis of Victorian Brown coal under the fast heating rate and elevated temperature [5,6]. Furthermore, in the experiment on Zhundong lignite (rich in AAEM species) combustion, the enrichment of sodium (with mass fraction as high as 20–25%) was found to be in ultrafine PM [7]. It implies the important role of easily-vapored mineral precursors in ultrafine PM formation and evolution, which often occurs in an early stage of coal combustion. In order to get such a rapid dynamic releasing of volatiles, several in situ non-intrusive optical diagnostics were introduced [30–33]. Among them, a phase-selective laser-induced breakdown spectroscopy (PS-LIBS) was proven to be one of those promising, because of its capability to distinguish gas-to-particle phase transition of the evaporated minerals [34,35]. In this work, we aim to investigate incipient formation of ultrafine PM during pulverized coal combustion of Zhundong lignite in an optically-accessible, downward Hencken flat-flame burner. A self-designed thermophoretic sampler was used for in-flame sampling of ultrafine PM formed in the early stage of coal combustion, after which an extensive TEM/HRTEM–EDS examination was done. Then, in situ PS-LIBS was introduced to diagnostic the dynamic behaviors of Na release during combustion. Finally, on the basis of these data, sodium element in ultrafine PM and the effect of temperature on their formation are particularly discussed.
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2. Experimental
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2.1. Downward Hencken burner system
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The combustion of Zhundong lignite was performed in an optically-accessible, downward Hencken flat-flame burner that consists of hundreds of multi-element, non-premixed flamelets. Fig. 1 schematically illustrates the details of the set-up. Different from our previous studies [35,36], here we instead introduce an down-fired system for a further reduction of the radial dispersion of particles (as well as holding the rigidity of coal particle streams along the centerline). As shown in Fig. 1, the down-fired system is consisted of the aforementioned Hencken burner and a thin
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furnace sheath to avoid the divergence of flow field. A novel coal feeder, based on the principle of de-agglomeration via high-frequency vibration [36], is utilized to offer a stream of well-dispersed coal particles. The Hencken burner, with a structure of hundreds of I.D. 1.5 mm stainless steel tubes embedded in an O.D.64 mm super-alloy honeycomb, can provide a uniform hot-gas environment for coal combustion. The heating rate of the burner is estimated to be as high as 105 K/s. CO stream, added with a small portion of CH4, act as the fuel gas, whereas a mixture of N2 and O2 acts as the oxidizer. Different combustion conditions can be flexibly achieved via controlling the flow rate of the fuel and oxidant gas by mass flow controllers (MFCs). Inside the furnace sheath, four heat-resisting quartz windows are embedded to get an optical diagnostics on the process of coal combustion. On the bottom of the furnace a pump with a tee valve is installed to offset the influence of thermal buoyancy during the sampling. Three typical temperatures, 1800 K, 1500 K and 1200 K, were chosen for the combustion of Zhundong lignite in this paper. The volume concentration of oxygen in the combustion product gas from Hencken burner was set as 20% for studying coal combustion of all cases, via the adjustment of the flow rates of both fuel and oxidizer streams (as seen in Table 1). The well-dispersed coal particles, carried by N2 with a steady flow rate of 0.085 g/min, were injected into the Hencken Burner through an O.D. 2.5 mm stainless steel tube located in the honeycomb center. The temperatures of hot-gas ambiences were measured by a B-type thermocouple and the coal particle down-flow velocity was detected using the Phase Doppler Anemometry (PDA) (BSAP60 from DANTEC dynamics). The residence time of coal particles (calculated from their velocity data) and gas temperature along the burner are shown in Fig. 3. The ambient temperature can be preserved for as long as 30 mm beneath the burner rim in different cases. The overall operating conditions are given in Table 1.
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2.2. The sampling systems and PS-LIBS diagnostics
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A thermophoretic sampler, proposed and successfully used in field of flame synthesis [33,34] was particularly designed to collect ultrafine PMs in flame during coal combustion, as shown in Fig. 2. It is mainly composed of a cylinder and a stepping motor. There are two ports at both ends of the cylinder, one is always kept open and the other is adjustable. With the control of an extra magnetic valve, the piston inside the cylinder can complete the sampling through the high-speed linear motion, about 0.5–1 m s1, in our experiments. Thus the total residence time of the thermophoresis micro-grid in high-temperature environment can be as short as 30–60 m s based on the size of the honeycomb. Such fast sampling velocity can protect the thermophoresis grid from the damage. Further, a computational fluid dynamics (CFD) simulation was performed to get the temperature field, through which the thermophoresis velocities of ultrafine particles are predicted. Then, the time for particle thermophoresis is estimated to be 0.08–0.3 m s, which is about two orders of magnitude less than the sampling time. It means that there is sufficient time for ultrafine PMs to be collected during the sampling without size selectivity. The stepping motor is introduced to get a precise control of sampling positions, which were set to be 5 mm, 10 mm, 15 mm and 20 mm beneath the exit of the burner. Basically, traditional LIBS technique is incapable to distinguish the distribution of elements in different phases. However, by carefully selecting the laser fluence between the gas phase and particle phase breakdown thresholds, the novel PS-LIBS technique, using lower laser power, can only show selectivity in particle phase atoms, with no breakdown emission from gas phase. It was first discovered by our co-workers [34] in the study of flame synthesis and its feasibility on the diagnostics of coal combustion has been
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Please cite this article in press as: Gao Q et al. Ultrafine particulate matter formation in the early stage of pulverized coal combustion of high-sodium lignite. Fuel (2015), http://dx.doi.org/10.1016/j.fuel.2015.05.028
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Fig. 1. Schematic diagram of the optically-accessible, downward Hencken flat-flame burner.
Table 1 Experimental operating conditions in this work. Temperature (K)
CO (L/min)
Operating conditions 1800 5.73 1500 3.94 1200 2.34
CH4 (L/min)
N2 (L/min)
O2 (L/min)
N2(carrier) (L/min)
0.1 0.1 0.1
21.63 20.99 18.67
10.78 8.94 6.86
0.07 0.06 0.05
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verified and described in detail in our recent work [35]. An Nd:YAG laser generator offers second harmonic (532 nm) beam at 10 Hz as the excitation source. It is then focused by a 750 mm lens to a waist radius of 200 lm and detected by an intensified charge-coupled device (ICCD) camera (Princeton Instruments PI-MAX3 1024i-Unigen2-P43). The incident laser intensity used in this work was 8.8 mJ/pulse, guaranteeing the average intensity through the optical window in the range of the particle-phase sodium saturation intensity [35].
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2.3. Coal properties
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Zhundong lignite was used in this work. All coal particles were screened to 65–74 lm and dried before experiments. The
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Fig. 2. Set-up of the thermophoretic sampling system.
proximate (dry basis), ultimate (dry and ash free basis) and low temperature ash (LTA, ash basis) analysis are shown in Table 2.
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3. Results and discussion
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3.1. Characterization and evolution of the ultrafine PM
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The in-flame collection of ultrafine particles from coal combustion was done along the vertical positions, e.g. 5, 10, 15 and 20 mm from burner rim under different ambient temperatures of 1800, 1500 and 1200 K. Fig. 4 illustrates all TEM images of these collected ultrafine particles. It indicates that ultrafine particles, formed in an early stage of coal combustion, are mainly spherical in shape. Also, a few amounts of agglomerates consisting of several primary particles are found in the samples. For every case, by using 4–12 HRTEM images, more than 150 particles were counted to obtain the mean diameter of primary particles. Here the mean diameter is defined as a value dividing a sum of diameters of all primary particles by particle counts. The evolutions of primary particle mean diameter along the residence time of coal particles under different ambient temperatures are shown in Fig. 5, Fig. 6 and Fig. 7, respectively, in which the corresponding HRTEM images and the EDS spectra of ultrafine particles are embedded as insets. The results suggest that, for the ultrafine particles incipiently formed during
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Fig. 3. The profiles of both ambient temperature and residence time of coal particles along the distance from burn.
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Table 2 Proximate analysis, ultimate analysis and LTA analysis of Zhundong lignite used in this work. Proximate analysis (wt.%, dry basis) Fixed carbon Volatile matter Ash HHV (MJ/kg)
63.54 30.58 5.88 21.89
Ultimate analysis (wt.%, dry and ash free basis) C H O N Stotal Cl
71.6 3.16 23.85 0.78 0.52 0.09
LTA analysis (wt.%, ash basis) SiO2 Al2O3 Fe2O3 CaO MgO TiO2 SO3 K2O Na2O P2O5
14.5 3.96 4.85 39.65 3.48 0.36 25.97 0.69 7.48 N/A
Zhundong lignite combustion, the mean diameter of primary particles ranges around 8–15 nm. For all three ambient temperatures, at identical residence time of 12 m s for coal particles, the mean diameters of collected primary particles are 11.83 nm (1800 K), 11.19 nm (1500 K) and 9.83 nm (1200 K), respectively, exhibiting a small difference among them. For the evolution of particle growths, it is noted that the mean diameters of primary particles decrease firstly and then increase again in the collected zone of this experiment for all three ambiences. The characteristic residence time when the mean diameter approaches the minimum are approximately 6 m s (1800 K), 9 m s (1500 K) and 20 m s (1200 K), respectively. Just at these minimum points, it is discovered that the fractions of smaller primary particles are relatively large, as directly seen in TEM images in Fig. 4. For a further characterization, we particularly calculate the population growth rate, (DN/Dt)/N, of primary particles between two successively adjacent time intervals Dt, where N is the average number of primary particles in HRTEM images (with the same magnification). For instance, in 1800 K ambience these rates are 0.46 m s1 (3.1– 6.3 m s), 0.25 m s1 (6.3–9.3 m s) and 0.04 m s1 (9.3–12.4 m s), respectively. It implies that there is a fast population growth of primary particles around 6 m s. Similarly in much lower 1200 K ambience, the rates are 6.0 103 m s1 (6.5–12.9 m s), 0.16 m s1 (12.9–19.7 m s) and 0.07 m s1 (19.7–26.4 m s), respectively, identifying a fast population growth of primary particles around 20 m s.
1800 K/5 mm/3.1 ms
1500 K/5 mm/4.3 ms
1200 K/5 mm/6.5 ms
1800 K/10 mm/6.3 ms
1500 K/10 mm/8.6 ms
1200 K/10 mm/12.9 ms
1800 K/15 mm/9.3 ms
1500 K/15 mm/12.7 ms
1200 K/15 mm/19.7 ms
1800 K/20 mm/12.4 ms
1500 K/20 mm/16.8 ms
1200 K/20 mm/26.4 ms
Fig. 4. TEM images of the incipient ultrafine particles from Zhundong lignite combustion along the distance from burner (i.e. 5, 10, 15 and 20 mm) under ambient temperatures of 1200 K, 1500 K and 1800 K. (temperature/distance/residence time).
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Fig. 5. The morphology, components and evolution of the incipient ultrafine particles formed under 1800 K.
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On the basis of aforementioned results, we may further hypothesize the formation and growth of primary particles in the early coal combustion stage as a process of multi-component flame syntheses of mineral precursors coupled with carbonaceous soot formation. With the release of volatiles during coal pyrolysis, the multi-component, organically-bonded metal precursors (e.g. low-vapor-pressure species) easily co-evaporate and then perform a series of reactions (e.g. oxidation, chloridization, sulfation, etc.) to form product vapors. The product vapors promptly converts to condensed ultrafine particles through a homogenous (or spontaneously heterogeneous) nucleation, which further grow by a successive collision–coalescence mechanism among newly formed particles or a heterogeneous nucleation of vapors on particle surfaces. This is generally termed as a gas-to-particle conversion process in the aerosol community [33,34,37]. The results shown in Figs. 5–7 are well consistent with this hypothesis. That is, the minimum of mean diameters of primary particles at a certain time can be attributed to the balance among the fast nucleation rates due to temperature-dependent devolatilization, the temperatureinsensitive collision rates, and temperature-dependent coalescence rates [38]. For all cases, the positive population growth rates of primary particles indicate the high overlapping of the devolatilization time scale and the coalescence time scale, since the nucleation are thermodynamically approved and ultrafast without energy barrier.
Fig. 6. The morphology, components and evolution of the incipient ultrafine particles formed under 1500 K.
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An exception of 0.04 m s1 (9.3–12.4 m s) in 1800 K ambience suggests the fast coalescences among primary particles.
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3.2. Sodium in the incipient ultrafine PM
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In order to examine inorganic components of ultrafine particles, the energy dispersive X-ray spectra (EDS) were performed for the related samples in three ambient temperatures, as given in the insets of Figs. 5–7. It is noted that Mo and Cu elements are the components of thermophoresis grids and will not be of interest here. It demonstrates that the incipient ultrafine PM, formed in the early combustion stage of Zhundong lignite, mainly contain the refractory element such as Si, accompanied by the volatile Na, whereas the amounts of Al and Mg are pretty limited. For instance, at the residence time of 12.7 m s under 1500 K, Si and Na contributes 69.5% and 23.0% to the total mass of inorganic components in incipient ultrafine PM, while the sum of Mg and Al only account for 7.5%. Under all cases, Si and Na were detected after the sampling positions of 10 mm beneath the exit of the burner. Nevertheless, as for the samples collected at 5 mm, there are so few ultrafine particles that their characteristic X-ray peaks of inorganic elements are covered by the background, e.g. Mo and Cu, as shown in the inset of Fig. 5. It was reported that Na exists in low-rank coal with two forms, the ion-exchangeable carboxylates and the water-soluble salts, e.g. NaCl [5]. The volatile Na, K, Cl, P, etc. commonly contribute to PM1, in particular PM0.1, via the nucleation–coagulation mechanism as well as series of surface reactions during coal combustion [10,21,24]. Especially for high-sodium lignite, a large amount of Na is believed to be released in the early stage of coal combustion. EDS spectral in Figs. 5–7 provide direct experimental evidence that Na exists in the incipient ultrafine particles, even under high ambient temperature. Nevertheless, the saturated vapor pressure of some sodium compounds, such as NaCl and Na2SO4, can be high under elevated temperature, causing it difficult for their vapor to experience the gas-to-particle conversion process. Thermodynamic calculations indicated that Na2SO4 is stable only below 1300–1400 K in coal-fired flue gas atmosphere while the formation of sodium silicate, such as Na2Si2O5, is favored in the range of 1300–1850 K [39]. It was further predicted that the sodium silicate is the main sodium compound in a non-reducing atmosphere of 1300–2000 K when the molar ratio of Na:Cl is larger than unity, which well coincides with the cases in this work since Zhundong lignite possesses a high Na:Cl ratio around 16. In addition, another possible reaction scheme
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Fig. 7. The morphology, components and evolution of the incipient ultrafine particles formed under 1200 K.
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from NaCl to Na2SiO3 in coal flame in literature was also proposed as below [40]:
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2NaCl þ SiO2 þ H2 O Na2 SiO3 þ 2HCl
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Here the reactant SiO2 may come from the oxidation of organically-bonded silicon precursors [29] or silicon monoxide [23] released in coal combustion. Based on the EDS spectral and above analysis, compounds like Na2OnSiO2 seem to be the main form of sodium existence in incipient ultrafine PM. In order to further reveal the relationship between the phase transition of Na and the formation of incipient ultrafine PM, we particularly employed a novel optical technique PS-LIBS to diagnose the behavior of Na in the early combustion stage of Zhundong lignite. Different from the traditional LIBS technique, the PS-LIBS technique is capable to distinguish atoms in different phases, showing selectivity-only atoms in particle phase with no breakdown emission from gas phase [33–35]. As shown in the inset of Fig. 8, two distinct peaks in the spectra, fit with the characteristic emission lines of atomic 1Na (red line) referring to the NIST database [41], were successfully detected during Zhundong lignite combustion. Fig. 8 also illustrates PS-LIBS signals of Na along the vertical distance beneath the burner in the ambiences of 1200 K, 1500 K and 1800 K, respectively. The normalized intensity of PS-LIBS signal was obtained by integrating the emission intensity from 450 nm to 600 nm. It demonstrates that under 1800 K and 1500 K the normalized intensity, related to the volume fraction of particle phase Na, first decrease slightly and then increase obviously (particularly under 1800 K) with the increase of the residence time. While under 1200 K, there is no apparent changes until a slow increasing rate of the signal intensity after the residence time of 20 m s. The characteristic residence time when the amount of particle-phase Na starts to increase are about 7 m s, 10 m s and 21 m s under 1800 K, 1500 K and 1200 K, respectively. They are remarkably consistent with the time scales that are associated with the minimum mean diameter of primary particles. It states that the appearance of smaller particles is possible to be closely related to the gas-to-particle conversion of sodium precursors. This can be further verified by the increment of Na fraction in the ultrafine PM as a function of the residence time, as tabulated in the inset of Fig. 8, based on the EDS spectral in Figs. 5–7.
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3.3. Effect of ambient temperature on the ultrafine PM formation
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It was reported that the ambient temperature plays an important role in several aspects of pulverized coal combustion such as ignition delays, pyrolysis properties and combustion kinetics [36,42–44]. It is known that the ambient temperature also actively affect both the intrinsic reaction rate of carbon oxidation and the diffusion of oxygen to the coal particle surface [45,46]. More recently, in the early stage, a transition from the heterogeneous ignition mode to the hetero-homogeneous ignition mode was found as the ambient temperature increases from 1200 K to 1800 K due to the competition between the heating time scale and the devolatilization one [36]. Here, a similarly theoretical approach on the basis of time-scale analysis is introduced to interpret the role of ambient temperatures in the ultrafine PM formation in the early combustion stage of Zhundong lignite. As shown in Figs. 5–7, it is discovered that the higher the ambient temperature is, the earlier the counted primary particles approaches their minimum value of mean diameters. As discussed above in Section 3.1, this minimum is attributed to a competition between the fast devolatilization rates and coalescence rates, which are both sensitively temperature dependent. Here, a simple
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1
For interpretation of color in Fig. 8, the reader is referred to the web version of this article.
Fig. 8. Dynamic behavior of the PS-LIBS signals of Na along the distance from burner under ambient temperatures of 1200 K, 1500 K and 1800 K.
one-step first-order kinetic model is adopted to describe the dynamic release of volatiles [47],
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dV E ðV 1 VÞ ¼ kðV 1 VÞ ¼ K exp dt RT p
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ð1Þ
Here, V and V1 stand for the released and total mass fraction of volatiles, respectively. For Zhundong lignite, the total mass fraction of volatiles is about 0.3058, as presented in Table 2. The kinetic parameters, K and E, are selected from the literature [47]. Tp represents the surface temperature of coal particles, which can be predicted based on the heat balance equation during the pyrolysis,
dT qcp V p p ¼ hS T g T p þ erS T 4w T 4p dt
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405
ð2Þ
where Vp, S, h, cp, q and e are the volume, surface area, heat transfer coefficient, heat capacity, density and emissivity of coal particle, respectively. The wall temperature Tw and the gas (ambient) temperature Tg are estimated based on the experimental data shown in Fig. 3. In addition, the change of the coal particle density in the devolatilization process is also considered (q0 refers to the initial density of coal particles),
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dV dðq=q0 Þ ¼ dt dt
ð3Þ
The predicted results are illustrated in the inset of Fig. 9. The solid line stands for the amounts (mass fraction) of the volatiles released and the dash line stands for the devolatilization rate. It takes only 2.5 m s, more or less, for the release of volatiles to finish under 1800 K while this process lasts for about 20 m s under 1500 K and 210 m s under 1200 K, based on the calculation. Besides, the devolatilization rate in different ambiences goes up firstly, then down, with a maximum approached at 5.0 m s under 1800 K, 11.0 m s under 1500 K and 19.8 m s under 1200 K, respectively. The maximum devolatilization rate under 1800 K is highest, which is approximately 8.5 times and 55.0 times than those under 1500 K and 1200 K. Fig. 9 further illustrates the comparison of three characteristic time scales for all cases, which, respectively, correspond to the minimum mean diameter of primary particles, the initial increment point of particle-phase sodium, and the maximum devolatilization rate. For a convenience, these three characteristic time scales are termed as smpp, sp-Na and spyr, as marked in Fig. 9. As expected, three time scales are well consistent, implying the strong correlations physically. Since the collision rates between ultrafine particles are temperature-insensitive, it can be inferred
Please cite this article in press as: Gao Q et al. Ultrafine particulate matter formation in the early stage of pulverized coal combustion of high-sodium lignite. Fuel (2015), http://dx.doi.org/10.1016/j.fuel.2015.05.028
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Fig. 9. Calculated released volatile and time scaling analysis under different ambient temperatures.
Table 3 Comparisons of the saturation partial pressure under different ambient temperatures.
a b c d
Substances
Types
P s1800K =P s1500K
Naa Na2Ob NaClc NaOHd
Metals Oxides Salts Alkalies
1.1 5.1 10.8 10.4
Thermochemistry Thermochemistry Thermochemistry Thermochemistry
data data data data
in in in in
the the the the
reference reference reference reference
of of of of
P s1800K =P s1200K 1.4 58.7 419.7 346.1
[48]. [48]. [49]. [50].
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that the faster devolatilization rates under higher ambient temperature prevail over the coalescence rates, resulting in an initial increment of smaller Na-rich PMs via nucleation mechanism. In addition, as ambient temperature is high, the amounts of particle-phase Na formed in the early combustion stage of Zhundong lignite is relatively large, as shown in Fig. 8. Generally, a higher ambient temperature results in a higher saturation vapor pressure, which somewhat inhibits the gas-to-particle conversion. However, this effect is practically offset by a rapid release of Na element in the fast devolatilization process under elevated temperature. So we compared the saturation ratios of Na element under different ambient temperatures. The saturation ratio is defined as P/Ps, where P refers to the actual partial pressure and Ps refers to the saturation vapor pressure. Considering the complexity of sodium existence in the early combustion stage of Zhundong lignite, we select sodium and its three compounds, reported stable thermodynamically above 1200 K [39], to substitute, as given in Table 3. For instance, when the pyrolysis in 1800 K ambience ends, the actual partial pressure of Na element under 1800 K is predicted to be about 100 times than 1500 K and 900 times than 1200 K based on the calculations, assuming that the release rate of Na element is linear to the devolatilization rate. Whereas, for the sodium-related substances shown in Table 3, their saturation vapor pressure under 1800 K is 1.1–10 times than 1500 K and 1.4–400 times than 1200 K, respectively. In consequence, the saturation ratio of Na element under high temperature ambience is inferred to relatively high in the early combustion stage, which, since then, causes the large amounts of particle-phase Na as clearly shown in Fig. 8.
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4. Conclusion
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The formation and evolution of ultrafine PM in the early combustion stage of Zhundong lignite was studied by using an
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optically-accessible, downward Hencken flat-flame burner. A theoretical time-scale analysis was employed to examine the effect of ambient temperatures on the incipient ultrafine PM formation. The main conclusions are drawn as below:
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(1) The formation and growth of ultrafine PM in the early combustion stage of Zhundong lignite is regarded as a process of multi-component flame syntheses of mineral precursors. Among all time scales, the competition between the devolatilization and the coalescence process determines the evolution of ultrafine particles, resulting in the minimum mean diameter of primary particles at a certain time. (2) For sodium-rich Zhundong lignite, Si and Na are found to be main inorganic elements in the incipient ultrafine PM in all ambiences, and the as-synthesized Na2OnSiO2 is further inferred on the basis of EDS results. (3) The initial increment point of particle-phase Na, detected by in situ PS-LIBS technique, occurs at a residence time of about 7 m s, 10 m s and 21 m s under 1800 K, 1500 K and 1200 K, respectively. It is found that three time scales of minimum mean diameter of primary particles, the initial increment point of particle-phase sodium and the maximum devolatilization rate are well consistent and correlated. The earlier increment of smaller Na-rich ultrafine particles in higher 1800 K ambience can be attributed to a fact that the faster devolatilization prevails over the coalescence of particles.
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Acknowledgements
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This work is mainly funded by National Natural Science Foundation of China (51390491, U1361201) and by National Key Basic Research and Development Program of China (2013CB228501). Special thanks are due to Prof. Stefan D. Tse at Rutgers University, Prof. Marshall B. Long at Yale University and Prof. Richard L. Axelbaum at Washington University in St. Louis for useful discussion.
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