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Experimental evaluation of additives and K2O–SiO2–Al2O3 diagrams on hightemperature silicate meltinduced slagging during biomass combustion

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Unlike SiO2which exacerbates low-temperature silicate melt-induced slagging, soil can substitute for expensive kaolin served as additives during biomass combustion.. Through Rs2–5, kaoli

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Experimental evaluation of additives and K 2 O–SiO 2 –Al 2 O 3 diagrams

on high-temperature silicate melt-induced slagging during biomass

combustion

Yanqing Niu, Zhizhou Wang, Yiming Zhu, Xiaolu Zhang, Houzhang Tan, Shi’en Hui⇑

Key Laboratory of Thermo-Fluid Science and Engineering of MOE, School of Energy and Power Engineering, Xi’an Jiaotong University, Xi’an 710049, China

h i g h l i g h t s

Propose FT as an evaluation index of high-temperature silicate melt-induced slagging potential

Propose evaluation criteria on FT and high-temperature silicate melt-induced slagging

K2O–SiO2–Al2O3diagram built on biomass ash undervalues FT of doped biomass 140–190 K

K2O–SiO2–Al2O3diagram built on doped biomass over-predicts FT of pure biomass 200 K

FTs show ‘V’ shaped distributions with increased SiO2, Al2O3, and K2O, respectively

a r t i c l e i n f o

Article history:

Received 22 February 2016

Received in revised form 17 March 2016

Accepted 19 March 2016

Available online 28 March 2016

Keywords:

Biomass

Ash

Slagging

Silicate

Combustion

K 2 O–SiO 2 –Al 2 O 3

a b s t r a c t

As one major barrier for biomass combustion, the high-temperature silicate melt-induced slagging is studied by additions of SiO2, kaolin, and soil and two types of K2O–SiO2–Al2O3ternary phase diagrams constructed on basis of the real biomass ash properties and biomass by addition of K2O (in the form of KOH), SiO2, and Al2O3, respectively Results show that FT can be as the evaluate index for high-temperature silicate melt-induced slagging which increases with decreased FT Meanwhile, a set of qual-itative criteria on high-temperature silicate melt-induced slagging are proposed However, because of the refractory minerals originated from additives directly or alumina-silication reactions indirectly when bio-mass blended with additives, the quantitative prediction of pure biobio-mass and the biobio-mass added addi-tives should be based on the K2O–SiO2–Al2O3 ternary phase diagrams build by pure biomass ash properties and the biomass added Si/Al/K additives, respectively Overall, FTs show ‘V’ shaped distribu-tions with increased SiO2, Al2O3, and K2O in ash, respectively Unlike SiO2which exacerbates low-temperature silicate melt-induced slagging, soil can substitute for expensive kaolin served as additives during biomass combustion The whole research provides useful guidelines for biomass selection, improvement, and slagging prevention during combustion

Ó 2016 Elsevier Ltd All rights reserved

1 Introduction

Biomass combustion has been developed around the world

because of the worsening environment and increasing energy

cri-sis In China, the biomass power generation capacity will reach

30 GW in 2020 and accounts for 3% of the total power installed

capacity, meanwhile, more than 130 dedicated biomass fired

power plants have been operated in the country In Europe,

bio-mass power generation capacity has taken up 70% of all generated

renewable fuel power, and in USA the biomass power installed capacity has reached 10 GW[1]

Unfortunately, severe slagging happened in both biomass-fired fluidized bed (FB) and grate furnace[2,3] not only reduce heat transfer efficiency but also damage super-heaters and eventually lead to unscheduled shutdown frequently [3,4] Consequently, alkali metals (especially K) that have inescapable responsibilities

on slagging has been investigated widely, including the migration and transportation behaviors during combustion[5–11], the exist-ing forms in biomass[12,13], and the influence on ash fusion char-acteristics[5,6,14–16] During combustion, alkali mainly released

as gaseous hydroxides, chlorides, and sulfates [7], but biomass species [7], cultivated fields [17], combustion temperature and

http://dx.doi.org/10.1016/j.fuel.2016.03.077

0016-2361/Ó 2016 Elsevier Ltd All rights reserved.

⇑Corresponding author Tel.: +86 13709181734.

E-mail address: sehui@mail.xjtu.edu.cn (S Hui).

Contents lists available atScienceDirect

Fuel

j o u r n a l h o m e p a g e : w w w e l s e v i e r c o m / l o c a t e / f u e l

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atmosphere[6,7,18], and the concentrations of K/Cl/SO2[8,9,11,19]

has significant effects on the concentration distribution It goes

without saying that the widely studies on additives[20–23],

leach-ing [24], and cofiring [2,18,25] that change the fuel properties

directly also have remarkably effects on the alkali migration and

transportation behaviors Recently, on basis of the different

slag-ging formation mechanisms alkali-induced slagslag-ging and silicate

melt-induced slagging (further classified into low-temperature

and high-temperature silicate melt-induced slagging) have been

proposed and investigated, respectively[5,17]

Simply, the alkali metals in biomass are mainly existed in the

forms of volatile, non-volatile water-soluble, and water insoluble

[26] The volatile alkaline metal compounds such as KCl and

K2SO4can serve as adhesive and bond fly ash themselves and fly

ash and heating surfaces together resulting in alkali-induced

slag-ging [5,27] Meanwhile, both the volatile alkaline metal

com-pounds and the non-volatile but water-soluble alkaline metal

compound such as carbonates can react with SiO2 into

low-melting silicates causing low-temperature silicates melt-induced

slagging[5,28] A global reaction of KCl and SiO2resulting in the

generation of low-melting silicates can be expressed by(R1)where

when n equals 1, 2 and 4, the corresponding melting points of K2

-OnSiO2 are below 1073 K [29,30] This is also a reason that

agglomeration formation in FB furnace (typical combustion

tem-perature 1123–1223 K) where KCl released from biomass reacts

with quartz bed material into low-melting silicates

2KClþ nSiO2þ H2O ! K2O nSiO2þ 2HCl ðR1Þ

The insoluble alkali silicates, alkali aluminum silicates, and

alkali calcium/magnesium silicates as refractory skeleton structure

in biomass ash dominate the high-temperature silicate

melt-induced slagging[6,14] When the temperature is above the melting

points of abovementioned substances or the fluidized temperature

(FT) of the ash, the ash will melt, bind other compounds, and

adhere on heating surface resulting in slagging This is the reason

why kaolin and calcite have been served as effective additives used

to mitigate slagging during biomass combustion[21–23] Through

Rs(2)–(5), kaolin not only suppresses the release of alkali chlorides

and sulfates consequently eliminating alkali-induced slagging but

also generates high-melting alkali aluminum silicates preventing

the occurrence of high-temperature silicate melt-induced slagging

[5], such as KAlSiO4(kalsilite) and KAlSi2O6(leucite) with the

melt-ing temperatures of greater than 1873 K and 1773 K, respectively

[20,31], which is obviously higher than the combustion bath

tem-peratures either in FB or in grate furnace

Al2O3 2SiO2 2H2Oþ 2MCl ! 2MAlSiO4þ 2HCl þ H2O ðR2Þ

Al2O3 2SiO2 2H2Oþ M2SO4 ! 2MAlSiO4þ SO3þ 2H2O ðR3Þ

Al2O3 2SiO2 2H2Oþ 2MCl þ 2SiO2 ! 2MAlSi2O6þ 2HCl þ H2O

ðR4Þ

Al2O3 2SiO2 2H2Oþ M2SO4þ 2SiO2 ! 2MAlSi2O6þ SO3þ 2H2O

ðR5Þ

where M represents K and Na

In comparison with experiments such as abovementioned

which provide detailed identification on special conditions,

quanti-tative criterion numbers and evaluation index or simply qualiquanti-tative

trendline based on statistic analysis of numbers of experiment data

can provide more general reference For alkali-induced slagging

formed by the re-enrichment of fine particles primarily contained

high concentrations of K, Na, Cl, and S in the forms of KCl and

K3Na(SO4)2and the re-capture of coarse large particles primarily

contained higher Si, Al and so on[17], gaseous alkali salts promote

the formation and development of the deposits, while Si and Al

play opposite functions by trapping the alkali salts before they

forms sticky deposits[32] High Si and Al in the ash assist in the

alkali removal from the vapor phase and therefore reduce alkali-induced slagging [5] Furthermore, considering the formation mechanisms of alkali-induce slagging, by means of a detailed anal-ysis on the effects of S, Cl, Si, Al, and K on the distinct slagging char-acteristics of two cotton stalks burned in utility grate furnaces and

a series of statistical data from references, a quantitative criterion number of alkali-induced slagging has been proposed recently as follow[17]

While Cl ratioðCl þ K2Oþ Na2OÞ=ðSiO2þ Al2O3Þ P 2:4

S ratioðSVolatileþ K2Oþ Na2OÞ=ðSiO2þ Al2O3Þ P 1:9

 serious slagging While Cl ratio6 1:0

S ratio6 0:5

 slight slagging

ðExp 1Þ Due to the remarkably formation of vapor alkali chlorides and sulfates, severe alkali-induced slagging occurs when the Cl ratio and S ratio are greater than 2.4 and 1.9, respectively By contrary, slagging is slight when the both ratios are lower than 1.0 and 0.5, respectively Slagging potential increases with increased Cl ratio and S ratio in the ranges of 1.0–2.4 and 0.5–1.9, respectively This criterion number clearly certifies the exciting function of kao-lin which mitigates slagging effectively[20–23,31]

For low-temperature silicate melt-induced slagging, Si2O and

Al2O3 can raise the initial deformation temperature (IDT) [16], while the introduction of Al into potassium silicate melt lowers the melting temperature for high K/Al and low (K2+ Al2)/Si ratio [15] Recently, the authors studied the low-temperature silicate melt-induced slagging by additives and 30 biomasses, and found that IDT can be used as the evaluation index for low-temperature silicate melt-induced slagging, and high IDT reduces the potential for low-temperature silicate melt-induced slagging occurrence IDT increases with increase in Al2O3and SiO2/K2O, while decreases with increase in K2O, SiO2, SiO2/Al2O3, and (SiO2+ K2O)/Al2O3 The significant effects of the compounds on IDT follow: Al2O3>

K2O > SiO2> SiO2/K2O > SiO2/Al2O3> (SiO2+ K2O)/Al2O3 Based on the significant effects a set of criteria to evaluate the potential of low-temperature silicate melt-induced slagging is proposed in detailed[26]

In aspect of high-temperature silicate melt-induced slagging, that is more depended on refractory minerals[33] The refractory minerals, which has been identified as quartz, potassium iron oxide, and potassium magnesium silicate, potassium aluminum silicate, potassium calcium silicate, calcium silicate, mullite, diop-side, pyrope, and monticellite, etc.[6], provide structural support for the skeleton-like structure in biomass ash[14] Once the com-bustion temperature was above the melting point of the refractory minerals or access the FT, they will melt and adhere and result in high-temperature silicate melt-induced slagging, especially on water wall in furnace where the combustion temperature is high Generally, it is commonly accepted that SiO2can inhibit the slag-ging, whereas the high SiO2in biomass may exacerbate slagging [34]attributed to the unquestioning addition that just causes the generation of low-melting K2OnSiO2 [29,30] In addition, Xiong

et al.[35]pointed out that high K/(Ca + Mg) can inhibit slagging; but the opposed trends that the slagging is strengthened with increased K2O and decreased CaO and Al2O3 were found [14] Although various research on high-temperature silicate melt-induced slagging have been conducted, a detailed criteria like the proposed for alkali-induced slagging (Exp 1) [17] and low-temperature silicate melt-induced slagging [26] and originated from real biomass ash properties rather than simulated ash has not be reported

Drawing lessons from the previous research on low-temperature silicate melt-induced slagging[26], this paper there-fore focused on the effect of ash compounds on high-temperature silicate melt-induced slagging aims to provide a

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detailed method to evaluate the slagging potential, and the effects

of the concentrations of Si, Al, and K in ash, and SiO2, kaolin, and

soil additives on high-temperature silicate melt-induced slagging

are studied simultaneously Firstly, the effects of SiO2, kaolin, and

soil on ash fusion characteristics are tested; secondly, through

the statistic analysis of the effects of ash compounds (Si, Al, and

K) from 30 biomass, a set of detailed evaluation criteria that can

be used to qualitatively guild biomass selection and improvement

by additives, leaching, and cofiring and consequently mitigating or

eliminating high-temperature silicate melt-induced slagging is

proposed; thirdly, two types of K2O–SiO2–Al2O3ternary phase

dia-grams constructed on basis of the real biomass ash properties and

biomass by addition of K2O (in the form of KOH), SiO2, and Al2O3, respectively, are compared in order to provide practice guideline

on biomass selection, improvement, and subsequent slagging pred-ication and research

2 Experiments 2.1 Experiment materials

In experiment, the wheat straw, an abundant agricultural resi-due in China, is selected as biomass representative In order to study the effects of different Si/Al compounds on the high-temperature silicate melt-induced slagging, pure biomass, biomass blended with 3 wt.% SiO2, 3 wt.% kaolin and 3 wt.% soil additives, respectively, are selected comparably The corresponding inorganic element compositions of the materials are listed inTable 1 Seen fromTable 1, the biomass contains high Si and K, and low

Al content, as well as high Si/Al mole ratio being around 7.8:1; while it is around 0.9:1, 1.7:1, and infinite in kaolin, soil, and SiO2additive, respectively In addition, the content of Si in SiO2is approximate two times of that in kaolin and soil; and the content

of Al in kaolin is about 2 times of that in soil So the significant dif-ferences in the additives facilitate the efficiency comparisons on the high-temperature silicate melt-induced slagging

In order to systematically identify the effects of the concentra-tions of Si, Al, and K in ash on high-temperature silicate melt-induced slagging, the ash compositions and ash fusion characteris-tics of thirty biomasses fired in operating biomass power plants are tested, and a K2O–SiO2–Al2O3 ternary phase diagram is built on basis of the ash properties Meanwhile, three K2O–SiO2–Al2O3

ternary phase diagrams (total K2O–SiO2–Al2O3, water insoluble

Table 1

The distribution of inorganic elements in additives and biomass ashes at different temperatures, wt.%.

(2.6:1 b )

(13.4:1 b )

a

The mole ratios of Si/Al for 100 wt.% materials.

b

The mole ratios of Si/Al for 97 wt.% biomass + 3 wt.% additives.

Fig 1 Effects of SiO 2 , kaolin, and soil on ash fusion characteristics [26,36]

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K2O–SiO2–Al2O3, and water soluble K2O–SiO2–Al2O3) are

con-structed by addition of K2O, SiO2, and Al2O3into biomass In

com-parison with K2O–SiO2–Al2O3ternary phase diagrams constructed

by additions of K2O, SiO2 and Al2O3oxides, the K2O–SiO2–Al2O3

ternary phase diagram built on basis of the thirty pure biomasses

are more comparable with the real biomass components, whereas

the K2O–SiO2–Al2O3ternary phase diagrams constructed by

addi-tions of K2O, SiO2and Al2O3oxides may be more appropriate for

the prediction of improved biomass by additives and leaching

2.2 Experiment apparatus

The fusion temperature testing on biomass ash is conducted in a

sintering instrument, which mainly consists of a temperature

con-trollable electric heating furnace by program and a high-precision

digital read-out and photographic record camera (SJY, Xiangtan

Instrument Co., Ltd., China) Elements determination and main

compounds identification are accomplished with XRF (X-ray

fluo-rescence, S4-Pioneer, Bruker Co., Germany) and XRD (X-ray

pow-der diffractometry, Xpert pro, PANalytical B.V Netherland)

respectively Detailed descriptions on the instruments can be seen

in previous papers [3,14] Meanwhile, the element distribution

outside the ash particle and the ash morphology analysis are

per-formed by using SEM–EDS (scanning electron microscopy–energy

dispersive spectrometer, JSM-6390A, Japan), and ICP-AES

(Induc-tively coupled plasma atomic emission spectroscopy, ICPE-9000,

Japan) is used to test the concentration of water soluble-K in

bio-mass ash

3 Results and discussion

3.1 Effects of SiO2, kaolin and soil

Commonly, the high-temperature silicate melt-induced

slag-ging is dominantly affected by the high-temperature refractory

materials which provide a supporting skeleton structure in the

bio-mass ash[14] Therefore, the effects of SiO2, kaolin, and soil on ash

fusion characteristics are performed

It can be seen fromFig 1that except the IDT and soften

temper-ature (ST) gained by addition of SiO2, in comparison with pure

bio-mass the additions of SiO2, kaolin, and soil increase the ash fusion

temperatures as a whole, particular in FT, which considerably

increase because of the formation of more high-temperature

refractory materials from the additives directly and/or reactant

products indirectly Meanwhile, the additions of kaolin and soil

present the almost same level increasing in the ash fusion

temper-atures Therefore, it seems that the soil can substitute for kaolin

served as additives during biomass combustion Whereas, further

study on soil need conducted because of the various compounds

of the different soil sources

Both IDT and ST increase with the addition of kaolin and soil,

while decrease with the addition of SiO2as singular points The

decreased IDT and ST of biomass with the addition of SiO2should

be caused by the significant silication of KCl(R1) [29,30]

Conse-quently, the considerable formation of K-silicates with melting

temperature below 1073 K results in the decreasing IDT and

ST, especially IDT And later, along with the occurrence of

alumina-silication reactions of potassium chlorides and sulfates

(Rs(2)–(5)) and the generation of more high-melting substances,

FT increase

This guesses that the decreasing IDT and ST of biomass with the

addition of SiO2are really attributed to the silication reactions(R1)

can be verified from the SEM–EDS analysis on the ash generated by

incineration at 1088 K as shown inFig 2 The distributions of Si

and K in the ash of biomass with the addition of SiO are highly

consistent with each other due to the silication reactions at

1088 K, and the distribution of Al does not match the distributions

of Si and K; while for addition of kaolin and soil, except few certain zones which may be originated from the additives directly or gener-ated by the insufficient silication and alumina-silication reactions at

1088 K, the distributions of Si, Al and K are not consistent with each other Thus, the sufficient silicate reactions lead to considerable formation of low melting silicates which result in lower IDT and

ST of the ash of biomass adding SiO2 (especially IDT), and the alumina-silication reactions of potassium chlorides and sulfates (Rs (2)–(5)) and the generation of more high-melting substances

at elevated temperature result in increased FT

Therefore, It can be deduced that the IDT affected by the signif-icant formation of low melting silicates through the silication of alkali chlorides and sulfates can be as an evaluate index for bio-mass low-temperature silicate melt-induced slagging[26]; while the FT, which is mainly affected by the high temperature refractory substances in biomass ash, can be as an evaluation index for high-temperature silicate melt-induced slagging mainly affected by high

Fig 3 Statistic analysis on the effects of various components on FT.

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temperature refractory skeleton structure constructed by alkali

calcium/magnesium silicates and alkali aluminum silicates

origi-nated from biomass contaminants directly and/or the reaction

pro-duces of the alumina-silication of potassium chlorides and sulfates

indirectly Detailed investigation on low-temperature silicate

melt-induced slagging can be seen from previous reference[26]

In comparison with kaolin, soil which presents the almost same

effect on ash fusion temperatures can substitute for expensive

kao-lin served as additives during biomass combustion However, SiO2

which exacerbates low-temperature silicate melt-induced slagging

by reacting with KCl into low melting silicates is not suitable for

additive

3.2 Evaluation criteria

Once the temperature is above the melting points of the

refrac-tory ash compounds or the FT of the ash, the ash will undergo

deformation and melting, and then adhere on the heating-surface

by inertial impaction That is the typically high-temperature

sili-cate melt-induced slagging happened in furnace[5]

It can be seen fromFig 3a that FT dramatically increases with

increase in K2O, and decreases with increase in Al2O3 and SiO2

Al2O3shows the highest effect on FT seen from the highest slope

(462.8, 23.1 for 20Al2O3), followed by K2O (187.3) and SiO2

(8.8) in turn FromFig 3b, it can be seen that FT decreases with

the increase in SiO2/Al2O3 (9.9) and (SiO2+ K2O)/Al2O3 (9.6),

and increases with the increase in SiO2/K2O (14.8) The slightly

lar-ger slope of (SiO2+ K2O)/Al2O3than SiO2/Al2O3indicates that K2O

has certain positive effect on FT Moreover, from the slopes, it

can be concluded that the effects of above parameters on FT are

ordered as follow: Al2O3> K2O > SiO2/K2O > SiO2/Al2O3> (SiO2+

-K2O)/Al2O3> SiO2, and the positive effect orders are K2O > SiO2/

K2O, and the negative effect orders are Al2O3> SiO2/Al2O3>

(SiO2+ K2O)/Al2O3> SiO2 Therefore, a detailed evaluation criterion

on high-temperature silicate melt-induced slagging based on FT is

described as follow and also illustrated inFig 4clearly

Route 1: If the biomass contains higher Al2O3, SiO2, and lower

K2O, it presents lower FT and higher high-temperature silicate

melt-induced slagging potential

Route II: If the biomass contains higher Al2O3and lower SiO2, it

needs to consider the combined parameter SiO2/Al2O3due to

the negative effects of both Al2O3and SiO2 Higher Al2O3and lower SiO2lead to lower SiO2/Al2O3, so if the biomass possesses higher K2O at the same time, then it presents higher FT and lower high-temperature silicate melt-induced slagging poten-tial; while if the biomass has lower K2O, (SiO2+ K2O)/Al2O3

must be considered because of the opposite effects of SiO2/

Al2O3 and K2O When the biomass holds lower (SiO2+ K2O)/

Al2O3, it shows higher FT and lower low-temperature silicate melt-induced slagging potential; Conversely, it shows lower

FT and higher high-temperature silicate melt-induced slagging potential with higher (SiO2+ K2O)/Al2O3

Route III: If the biomass contains higher Al2O3, SiO2and K2O, the combined parameter SiO2/K2O must be considered due to the opposite effect of K2O relative to Al2O3and SiO2 If the biomass has lower SiO2/K2O, it possesses lower FT and higher high-temperature silicate melt-induced slagging potential Similarly, once the biomass contains higher SiO2/K2O, (SiO2+ K2O)/Al2O3

becomes the sole option because of the collision caused by the opposite trends of higher Al2O3and higher SiO2/K2O The higher the (SiO2+ K2O)/Al2O3 is, the lower the FT is, and the easier the low-temperature silicate melt-induced slagging becomes, and vice versa

“■”Biomass+Kaolin; “●”Biomass+Soil; “▼”Biomass; “ƾ”Biomass+SiO2

; “·”Experimental value; unit: weight ratio

Fig 5 K 2 O–SiO 2 –Al 2 O 3 ternary phase diagrams based on 30 biomass ash properties.

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Fig 6 K 2 O–SiO 2 –Al 2 O 3 ternary phase diagrams based on biomass by additions of K 2 O, SiO 2 and Al 2 O 3 oxides.

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3.3 K2O–SiO2–Al2O3ternary phase diagrams

Although abovementioned statistic analysis provides useful

qualitative guidelines for high-temperature silicate melt-induced

slagging and it is user-friendly by remembering the effect orders,

it unavoidably omits some key-points as shown inFig 4 Therefore,

in view of the limitation, and to compare the high-temperature

sil-icate melt-induced slagging quantitatively, conveniently, and

directly, two sets of K2O–SiO2–Al2O3 ternary phase diagrams of

FT are constructed on basis of the thirty pure biomass ash

proper-ties (Fig 5) and biomass by additions of K2O, SiO2and Al2O3oxides

(Fig 6), respectively

Fig 5shows the K2O–SiO2–Al2O3(actually should be K2O–SiO2–

20Al2O3) ternary phase diagrams built on the ash properties of the

thirty pure biomasses It can be seen that the predicted

tempera-tures of the pure biomass is highly consistent with the measuring

value; while the measured FTs of the doped biomass are about

140–190 K higher than the predicted values Therefore, it can be

concluded that even both pure biomass and the doped biomass

possess the same K2O–SiO2–Al2O3 constructions, in comparison

with pure biomass the doped biomass present higher FT due to

the newly generated high-temperature refractory silicates through

Rs(2)–(5)and/or the extra and un-reacted Si/Al compounds which

mainly exist in oxides or original refractory minerals increasing the

FT Thus, the K2O–SiO2–Al2O3ternary diagram built on pure

bio-mass ash properties is improper for the FT predication of doped

biomass because of the existence of the excess oxide monomers

and/or refractory minerals originated from additives directly or

the reaction products through Rs(2)–(5)in the doped biomass

Also, it can be seen fromFig 5that there exist some singular

zones where FT holds the relatively highest and lowest

tempera-tures, i.e where the occurrence of high-temperature silicate

melt-induced slagging is the hardest or easiest One typical low

temperature zones is around where K2O:SiO2:20Al2O3 equals

0.3:0.55:0.15 more or less; and two high temperature zones are

around where K2O:SiO2:20Al2O3is approximately (0.15–0.75):(0

05–0.1):(0.25–0.75) and where K2O:SiO2:20Al2O3 equals

0.05:0.75:0.2 more or less Moreover, the FTs show ‘V’ shapes with

increased SiO2, Al2O3, and K2O, respectively This should be the

rea-son why some conflicting results were reported when the research

were located on the two sides of the ‘V’ shapes, such as the reports

on SiO2[34]and K/(Ca + Mg)[14,35]that have been described in

introduction

Fig 6shows the three K2O–SiO2–Al2O3ternary phase diagrams

constructed on basis of biomass by additions of K2O, SiO2, and

Al2O3 It can been seen that in either one of the three diagrams

(total K2O–SiO2–Al2O3, water insoluble K2O–SiO2–Al2O3, and water

soluble K2O–SiO2–Al2O3) the measured FT of pure biomass is 230–

245 K lower that the prediction value, while the measured FTs of

the doped biomass are well consistent with the predicted values

Thus, it can be concluded that the FT prediction and comparison

of pure biomass should be according to the K2O–SiO2–Al2O3

tern-ary phase diagrams built on pure biomass ash properties (i.e.,

Fig 5); whereas, the prediction and comparison of biomass

blended with Si/Al/K additives should be based on the K2O–SiO2–

Al2O3ternary phase diagrams constructed on basis of biomass by

additions of K2O, SiO2and Al2O3oxides (i.e.,Fig 6), and anyone

of the three K2O–SiO2–Al2O3ternary phase diagrams (either total

K2O–SiO2–Al2O3, or water insoluble K2O–SiO2–Al2O3, or water

sol-uble K2O–SiO2–Al2O3) can provide high precision prediction

Similarly, it can be seen fromFig 6that there also exist some

singular zones where FT holds the maximum or minimum

temper-ature On the whole, it is a low temperature zone when K2O:

SiO2:20Al2O3 is around (0.4–0.7):(0.3–0.6):(0–0.1), and there are

two high temperature zones where K2O:SiO2:20Al2O3 is around

(0–0.2):(0.7–1.0):(0–0.2) and where the normalized ratio of SiO

is lower than 0.25 The distribution is similar with that presented

inFig 5, and the FTs show ‘V’ shapes with increased SiO2, Al2O3, and K2O, respectively

As a continuous research on biomass triple slagging (i.e., alkali-induced slagging, low-temperature silicate melt-alkali-induced slagging, and high-temperature silicate melt-induced slagging)[5,26], this research focused on high-temperature silicate melt-induced slag-ging provides useful guidelines for biomass selection, improve-ment, and slagging prevention during combustion Further study will be focused on the acquisition of the quantitative criterion number that can provide integration guidelines on the triple slagging

4 Conclusions The high-temperature silicate melt-induced slagging during biomass combustion is studied by additions of SiO2, kaolin, and soil additives, statistic analysis on the ash properties of thirty biomass fired in operating power plants, and K2O–SiO2–Al2O3ternary phase diagrams of FT constructed on basis of the thirty biomass ash prop-erties and biomass by additions of K2O, SiO2, and Al2O3 oxides, respectively Results indicate that:

(1) For high-temperature silicate melt-induced slagging, FT can

be as the evaluate index The higher the FT is, the lower the high-temperature silicate melt-induced slagging potential is

FT increases with increase in K2O and SiO2/K2O, and decreases with increase in Al2O3, SiO2, SiO2/Al2O3, and (SiO2+ K2O)/Al2O3 The significances are ordered as: Al2

-O3> K2O > SiO2/K2O > SiO2/Al2O3> (SiO2+ K2O)/Al2O3> SiO2 Meanwhile, on basis of the significance order a set of evalu-ation criteria which can provide qualitative comparison on the potential of high-temperature silicate melt-induced slagging is proposed as illustrated inFig 4

(2) The K2O–SiO2–Al2O3ternary phase diagrams built on pure biomass ash properties (former, for short) and biomass added Si/Al/K additives (latter, for short) provide high preci-sion prediction on themselves respectively However, because of the oxide monomers and/or refractory minerals originated from additives directly or generated from alumina-silication reactions indirectly when biomass blended with additives, the former K2O–SiO2–Al2O3ternary phase diagram underestimates the FT of doped biomass about 140–190 K, and the latter over-predicts the FT of pure biomass above 200 K

(3) The FTs show ‘‘V” shapes with increased SiO2, Al2O3, and K2O content in biomass ash, respectively And in the K2O–SiO2–

Al2O3 ternary phase diagrams, there exist some singular zones where FT is the relatively highest and lowest, i.e where the occurrence of high-temperature silicate melt-induced slagging is the hardest or easiest

(4) In comparison with kaolin, soil which presents the almost same effect on ash fusion temperatures can substitute for expensive kaolin served as additives during biomass com-bustion However, SiO2 which exacerbates low-temperature silicate melt-induced slagging by reacting with KCl into low melting silicates is not suitable for additive

Acknowledgements The present work was supported by the National Nature Science Foundation of China (Grant No 51406149) and the Fundamental Research Funds for the Central Universities (Grant No 2014gjhz08)

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