A critical review of ash slagging mechanisms and viscosity measurement for low-rank coal and bio-slags
Md Tanvir ALAM1, Baiqian DAI1, Xiaojiang WU2, Andrew HOADLEY1, Lian ZHANG1()
1. Department of Chemical Engineering, Monash University, Clayton, Victoria 3800, Australia 2. R&D Division, Shanghai Boiler Works Co. Ltd., Shanghai 200245, China
Gasification or combustion of coal and biomass is the most important form of power generation today. However, the use of coal/biomass at high temperatures has an inherent problem related to the ash generated. The formation of ash leads to a problematic phenomenon called slagging. Slagging is the accumulation of molten ash on the walls of the furnace, gasifier, or boiler and is detrimental as it reduces the heat transfer rate, and the combustion/gasification rate of unburnt carbon, causes mechanical failure, high-temperature corrosion and on occasions, superheater explosions. To improve the gasifier/combustor facility, it is very important to understand the key ash properties, slag characteristics, viscosity and critical viscosity temperature. This paper reviews the content, compositions, and melting characteristics of ashes in differently ranked coal and biomass, and discusses the formation mechanism, characteristics, and structure of slag. In particular, this paper focuses on low-rank coal and biomass that have been receiving increased attention recently. Besides, it reviews the available methodologies and formulae for slag viscosity measurement/prediction and summarizes the current limitations and potential applications. Moreover, it discusses the slagging behavior of different ranks of coal and biomass by examining the applicability of the current viscosity measurement methods to these fuels, and the viscosity prediction models and factors that affect the slag viscosity. This review shows that the existing viscosity models and slagging indices can only satisfactorily predict the viscosity and slagging propensity of high-rank coals but cannot predict the slagging propensity and slag viscosity of low-rank coal, and especially biomass ashes, even if they are limited to a particular composition only. Thus, there is a critical need for the development of an index, or a model or even a measurement method, which can predict/measure the slagging propensity and slag viscosity correctly for all low-rank coal and biomass ashes.
. [J]. Frontiers in Energy, 2021, 15(1): 46-67.
Md Tanvir ALAM, Baiqian DAI, Xiaojiang WU, Andrew HOADLEY, Lian ZHANG. A critical review of ash slagging mechanisms and viscosity measurement for low-rank coal and bio-slags. Front. Energy, 2021, 15(1): 46-67.
By measuring the torque of a rotating plate; By measuring the sample height and time for parallel plate By measuring the rate of penetration in indentation
102 –1011
Impractical for high temperature
Rotating crucible
By measuring torque on static bob
10–2 –101
The exceptionally exact vertical arrangement required
Rotating bob
By measuring torque on the bob
100–102
Using flexible joint alignment problems can be resolved
Falling body
By measuring time for bob to fall (or drag) through a known distance
100.5 –105
Need a broad zone of uniform temperature
Oscillating
By measuring log decrement of the amplitude of twisting
10–4 –10–1
Applicable for depolymerised slag with low viscosity
IP
By measuring slag travel length
1.5–6
Inclination range is restricted between 9°–23°
M-IP
By measuring slag travel length
1–17.9
Restricted to an upper temperature of 1400°C
Tab.2
Models
Applicability
Correlation
Remarks
Reference
Urbain
Various
Authentic for specific compositions and temperature category
[111]
Modified Urbain
Coal
Accurate for ash within the four component system (CaO-Al2O3-SiO2-FeO)
[112]
Riboud
Mould powder
Unable to differentiate between different cations; accurate for SiO2-CaO-Al2O3-CaF-Na2O system
[113]
NPL
Industrial slags and mould fluxes
Optical basicity data requires for accurate prediction
[114]
Iida
Mould fluxes and metallurgical slags
For accurate prediction basicity index value required; calibration of experimental data is necessary
[116]
KTH
Metallurgical slags
Coefficients are not available
[117]
Mills
Coal, mould powder, non-ferrous slag and blast furnace slag
Viscosity range is limited between 1.5–6 Pa?s; inclination range is restricted between 9–23
[109]
Dai
Coal
Restricted to an upper temperature of 1400°C and a viscosity limit of 17.9 Pa?s
[108]
Tab.3
Fig.6
Fig.7
Fig.8
Fig.9
Fig.10
Fig.11
Fig.12
Tab.4
Fig.13
Fig.14
Fig.15
1
G P Peters, R M Andrew, J G Canadell, S Fuss, R B Jackson, J I Korsbakken, C Le Quéré, N Nakicenovic. Key indicators to track current progress and future ambition of the Paris Agreement. Nature Climate Change, 2017, 7(2): 118–122 https://doi.org/10.1038/nclimate3202
2
B. Dudley BP Statistical Review of World Energy 2016. 2016
3
A Garcia-Maraver, J Mata-Sanchez, M Carpio, J A Perez-Jimenez. Critical review of predictive coefficients for biomass ash deposition tendency. Journal of the Energy Institute, 2017, 90(2): 214–228 https://doi.org/10.1016/j.joei.2016.02.002
R Rajamma, R J Ball, L A C Tarelho, G C Allen, J A Labrincha, V M. Ferreira Characterisation and use of biomass fly ash in cement-based materials. Journal of Hazardous Materials, 2009, 172(2–3): 1049–1060 https://doi.org/10.1016/j.jhazmat.2009.07.109
6
S Chen, N Lior, W Xiang. Coal gasification integration with solid oxide fuel cell and chemical looping combustion for high-efficiency power generation with inherent CO2 capture. Applied Energy, 2015, 146: 298–312 https://doi.org/10.1016/j.apenergy.2015.01.100
7
X Fang, L Jia, L Yin. A weighted average global process model based on two-stage kinetic scheme for biomass combustion. Biomass and Bioenergy, 2013, 48: 43–50 https://doi.org/10.1016/j.biombioe.2012.11.011
8
C Yin, L A Rosendahl, S K Kær. Grate-firing of biomass for heat and power production. Progress in Energy and Combustion Science, 2008, 34(6): 725–754 https://doi.org/10.1016/j.pecs.2008.05.002
9
U Kleinhans, C Wieland, F J Frandsen, H Spliethoff. Ash formation and deposition in coal and biomass fired combustion systems: progress and challenges in the field of ash particle sticking and rebound behavior. Progress in Energy and Combustion Science, 2018, 68: 65–168 https://doi.org/10.1016/j.pecs.2018.02.001
10
S Du, H Yang, K Qiani, X Wang, H Chen. Fusion and transformation properties of the inorganic components in biomass ash. Fuel, 2014, 117(Part B): 1281–1287 https://doi.org/10.1016/j.fuel.2013.07.085
11
G Li, S Li, Q Huang, Q Yao. Fine particulate formation and ash deposition during pulverized coal combustion of high-sodium lignite in a down-fired furnace. Fuel, 2015, 143: 430–437 https://doi.org/10.1016/j.fuel.2014.11.067
12
S Hosseini, R Gupta. Inorganic matter behavior during coal gasification: effect of operating conditions and particle trajectory on ash deposition and slag formation. Energy & Fuels, 2015, 29(3): 1503–1519 https://doi.org/10.1021/ef502640p
13
M U Garba, D B Ingham, L Ma, M U Degereji, M Pourkashanian, A Williams. Modelling of deposit formation and sintering for the co-combustion of coal with biomass. Fuel, 2013, 113: 863–872 https://doi.org/10.1016/j.fuel.2012.12.065
14
L Fryda, C Sobrino, M Cieplik, W L van de Kamp. Study on ash deposition under oxyfuel combustion of coal/biomass blends. Fuel, 2010, 89(8): 1889–1902 https://doi.org/10.1016/j.fuel.2009.11.022
15
Z Shen, Q Liang, J Xu, H Liu, K Lin. Study on the fragmentation behaviors of deposited particles on the molten slag surface and their effects on gasification for different coal ranks and petroleum coke. Energy & Fuels, 2018, 32(9): 9243–9254 https://doi.org/10.1021/acs.energyfuels.8b02053
16
T Yan, L Kong, J Bai, Z Bai, W Li. Thermomechanical analysis of coal ash fusion behavior. Chemical Engineering Science, 2016, 147: 74–82 https://doi.org/10.1016/j.ces.2016.03.016
H Zhou, B Zhou, H Zhang, L. Li Behavior of fouling deposits formed on a probe with different surface temperatures. Energy & Fuels, 2014, 28(12): 7701–7711 https://doi.org/10.1021/ef502141x
19
G Wang, R Silva, J Azevedio, S Martins-Dias, M Costa. Evaluation of the combustion behaviour and ash characteristics of biomass waste derived fuels, pine and coal in a drop tube furnace. Fuel, 2014, 117(Part A): 809–824 https://doi.org/10.1016/j.fuel.2013.09.080
20
F M Khoshnaw. WIT Transactions on State-of-the-art in Science and Engineering. Southampton, UK: WIT Press, 2015, 85: 137–147
21
Y Niu, H Tan, S Hui. Ash-related issues during biomass combustion: alkali-induced slagging, silicate melt-induced slagging (ash fusion), agglomeration, corrosion, ash utilization, and related countermeasures. Progress in Energy and Combustion Science, 2016, 52: 1–61 https://doi.org/10.1016/j.pecs.2015.09.003
22
S V Loo, J Koppejan. The Handbook of Biomass Combustion and Co-Firing. London: Earthscan Publications Ltd., 2012
23
A A Tortosa Masiá, B J P Buhre, R P Gupta, T F Wall. Characterising ash of biomass and waste. Fuel Processing Technology, 2007, 88(11–12): 1071–1081 https://doi.org/10.1016/j.fuproc.2007.06.011
24
H Y Park, J E Lee, H H Kim, S Park, S H Baek, I Ye, C Ryu. Thermal resistance by slagging and its relationship with ash properties for six coal blends in a commercial coal-fired boiler. Fuel, 2019, 235: 1377–1386 https://doi.org/10.1016/j.fuel.2018.08.134
25
A Demirbas. Potential applications of renewable energy sources, biomass combustion problems in boiler power systems and combustion related environmental issues. Progress in Energy and Combustion Science, 2005, 31(2): 171–192 https://doi.org/10.1016/j.pecs.2005.02.002
26
M Pronobis. Evaluation of the influence of biomass co-combustion on boiler furnace slagging by means of fusibility correlations. Biomass and Bioenergy, 2005, 28(4): 375–383 https://doi.org/10.1016/j.biombioe.2004.11.003
27
A Singh, V Sharma, S Mittal, G Pandey, D Mudgal, P Gupta. An overview of problems and solutions for components subjected to fireside of boilers. International Journal of Industrial Chemistry, 2018, 9(1): 1–15 https://doi.org/10.1007/s40090-017-0133-0
28
L L Baxter, T R Miles, T R Miles Jr, B M Jenkins, T Milne, D Dayton, R W Bryers, L L Oden. The behavior of inorganic material in biomass-fired power boilers: field and laboratory experiences. Fuel Processing Technology, 1998, 54(1–3): 47–78 https://doi.org/10.1016/S0378-3820(97)00060-X
29
K Szemmelveisz, I Szűcs, Á B Palotás, L Winkler, E G Eddings. Examination of the combustion conditions of herbaceous biomass. Fuel Processing Technology, 2009, 90(6): 839–847 https://doi.org/10.1016/j.fuproc.2009.03.001
30
M Aho, J Silvennoinen. Preventing chlorine deposition on heat transfer surfaces with aluminium-silicon rich biomass residue and additive. Fuel, 2004, 83(10): 1299–1305 https://doi.org/10.1016/j.fuel.2004.01.011
31
J N Knudsen, P A Jensen, K Dam-Johansen. Transformation and release to the gas phase of Cl, K, and S during combustion of annual biomass. Energy & Fuels, 2004, 18(5): 1385–1399 https://doi.org/10.1021/ef049944q
Q Zhuang, M Biondi, S Yan, K Bhagat, R Vansickle, C Chen, H Tan, Y Zhu, W You, W Xia. TRIGTM: an advanced gasification technology to utilize low rank coals for power. Fuel, 2015, 152: 103–109 https://doi.org/10.1016/j.fuel.2014.12.011
34
T J Falcke, A F A Hoadley, D J Brennan, S E Sinclair. The sustainability of clean coal technology: IGCC with/without CCS. Process Safety and Environmental Protection, 2011, 89(1): 41–52 https://doi.org/10.1016/j.psep.2010.08.002
35
P Mondal, G Dang, M Garg. Syngas production through gasification and cleanup for downstream applications—recent developments. Fuel Processing Technology, 2011, 92(8): 1395–1410 https://doi.org/10.1016/j.fuproc.2011.03.021
36
P Wang, M Massoudi. Slag behavior in gasifiers. Part I: influence of coal properties and gasification conditions. Energies, 2013, 6(2): 784–806 https://doi.org/10.3390/en6020784
37
M P Kurowski, H Spliethoff. Deposition and slag flow modeling with SPH for a generic gasifier with different coal ashes using fusibility data. Fuel, 2016, 172: 218–227 https://doi.org/10.1016/j.fuel.2016.01.020
38
O. Maurstad An Overview of Coal based Integrated Gasification Combined Cycle (IGCC) Technology. MIT LFEE 2005–002 WP. 2005
C Higman, M Van der Burgt. Gasification Processes. 2nd ed. Burlington: Gulf Professional Publishing, 2008, 91–191
42
Z Q Guo, B Q Han, H Dong. Effect of coal slag on the wear rate and microstructure of the ZrO2-bearing chromia refractories. Ceramics International, 1997, 23(6): 489–496 https://doi.org/10.1016/S0272-8842(96)00059-4
43
G Liu, H Zhang, L Gao, L Zheng, Z Peng. Petrological and mineralogical characterizations and chemical composition of coal ashes from power plants in Yanzhou mining district, China. Fuel Processing Technology, 2004, 85(15): 1635–1646 https://doi.org/10.1016/j.fuproc.2003.10.028
M Sami, K Annamalai, M Wooldridge. Co-firing of coal and biomass fuel blends. Progress in Energy and Combustion Science, 2001, 27(2): 171–214 https://doi.org/10.1016/S0360-1285(00)00020-4
46
P Plaza. The development of a slagging and fouling predictive methodology for large scale pulverised boilers fired with coal/biomass blends. Dissertation for the Doctoral Degree. Cardiff, UK: Cardiff University, 2013
47
J C van Dyk, M J Keyser, M Coertzen. Syngas production from South African coal sources using Sasol-Lurgi gasifiers. International Journal of Coal Geology, 2006, 65(3–4): 243–253 https://doi.org/10.1016/j.coal.2005.05.007
48
S V Vassilev, D Baxter, L K Andersen, C G Vassileva. An overview of the chemical composition of biomass. Fuel, 2010, 89(5): 913–933 https://doi.org/10.1016/j.fuel.2009.10.022
49
I Obernberger, T Brunner, G Bärnthaler. Chemical properties of solid biofuels—significance and impact. Biomass and Bioenergy, 2006, 30(11): 973–982 https://doi.org/10.1016/j.biombioe.2006.06.011
J Werkelin, B J Skrifvars, M Hupa. Ash-forming elements in four Scandinavian wood species. Part 1: summer harvest. Biomass and Bioenergy, 2005, 29(6): 451–466 https://doi.org/10.1016/j.biombioe.2005.06.005
L Baxter, R DeSollar. Applications of Advanced Technology to Ash-Related Problems in Boilers. New York: Springer Science & Business Media, 1996
54
G Joseph, P E Singer. Combustion Fossil Power. 4th ed. Connecticut: Combustion Engineering, Inc., 1991
55
E P Dick, G A Ryabov, A N Tugov, A N Soboleva. Comparing properties of coal ash and alternative-fuel ash. Thermal Engineering, 2007, 54(3): 231–235 https://doi.org/10.1134/S004060150703010X
56
The British Coal Utilisation Research Association (BCUR). The BCURA Coal Sample Bank: a User’s Handbook. 2002
57
K Laursen, F J Frandsen. Classification system for ash deposits based on SEM analyses. In: Gupta R P, Wall T F, Baxter L., eds. Impact of Mineral Impurities in Solid Fuel Combustion. Boston: Springer, 2002, 205–216
58
E Raask. Mineral Impurities in Coal Combustion: Behavior, Problems, and Remedial Measures. New York: Hemisphere Publishing Corporation, 1985
59
P H Given, D C Cronauer, W Spackman, H L Lovell, A Davis, B Biswas. Dependence of coal liquefaction behaviour on coal characteristics. 2. Role of petrographic composition. Fuel, 1975, 54(1): 40–49 https://doi.org/10.1016/0016-2361(75)90028-9
60
H B Vuthaluru, D French. Ash chemistry and mineralogy of an Indonesian coal during combustion: part 1—drop-tube observations. Fuel Processing Technology, 2008, 89(6): 595–607 https://doi.org/10.1016/j.fuproc.2007.12.002
61
H B Vuthaluru, D French. Ash chemistry and mineralogy of an Indonesian coal during combustion: part II—pilot scale observations. Fuel Processing Technology, 2008, 89(6): 608–621 https://doi.org/10.1016/j.fuproc.2007.12.003
62
M K Misra, K W Ragland, A J Baker. Wood ash composition as a function of furnace temperature. Biomass and Bioenergy, 1993, 4(2): 103–116 https://doi.org/10.1016/0961-9534(93)90032-Y
63
A Demirbas. Combustion characteristics of different biomass fuels. Progress in Energy and Combustion Science, 2004, 30(2): 219–230 https://doi.org/10.1016/j.pecs.2003.10.004
64
R W Bryers. Fireside slagging, fouling, and high-temperature corrosion of heat-transfer surface due to impurities in steam-raising fuels. Progress in Energy and Combustion Science, 1996, 22(1): 29–120 https://doi.org/10.1016/0360-1285(95)00012-7
65
T R Miles, T R Jr Miles, L L Baxter, R W Bryers, B M Jenkins, L L Oden. Alkali deposits found in biomass power plants: a preliminary investigation of their extent and nature. Volume 1. Technical Report, USA: NREL/TP-433-8142-Vol.1, 1995 https://doi.org/10.2172/251288
66
A Moilanen. Thermogravimetric characterisations of biomass and waste for gasification processes. VTT Publications, 2006, 607: 3–103
P Thy, B Jenkins, S Grundvig, R Shiraki, C Lesher. High temperature elemental losses and mineralogical changes in common biomass ashes. Fuel, 2006, 85(5–6): 783–795 https://doi.org/10.1016/j.fuel.2005.08.020
69
J Werther, M Saenger, E U Hartge, T Ogada, Z Siagi. Combustion of agricultural residues. Progress in Energy and Combustion Science, 2000, 26(1): 1–27 https://doi.org/10.1016/S0360-1285(99)00005-2
70
P Thy, C Lesher, B M Jenkins. Experimental determination of high-temperature elemental losses from biomass slag. Fuel, 2000, 79(6): 693–700 https://doi.org/10.1016/S0016-2361(99)00195-7
71
M Theis, B J Skrifvars, M Hupa, H Tran. Fouling tendency of ash resulting from burning mixtures of biofuels. Part 1: deposition rates. Fuel, 2006, 85(7–8): 1125–1130 https://doi.org/10.1016/j.fuel.2005.10.010
72
S V Vassilev, C G Vassileva. A new approach for the classification of coal fly ashes based on their origin, composition, properties, and behaviour. Fuel, 2007, 86(10–11): 1490–1512 https://doi.org/10.1016/j.fuel.2006.11.020
73
S V Vassilev, C G Vassileva. A new approach for the combined chemical and mineral classification of the inorganic matter in coal. 1. Chemical and mineral classification systems. Fuel, 2009, 88(2): 235–245 https://doi.org/10.1016/j.fuel.2008.09.006
74
C Z Li. Advances in the Science of Victorian Brown Coal. Elsevier Inc., 2004
75
X Wu, X Zhang, K Yan, N Chen, J Zhang, X Xu, B Dai, J Zhang, L Zhang. Ash deposition and slagging behavior of Chinese Xinjiang high-alkali coal in 3 MWth pilot-scale combustion test. Fuel, 2016, 181: 1191–1202 https://doi.org/10.1016/j.fuel.2016.03.069
76
N V Russell, L B Méndez, F Wigley, J Williamson. Ash deposition of a Spanish anthracite: effects of included and excluded mineral matter. Fuel, 2002, 81(5): 657–663 https://doi.org/10.1016/S0016-2361(01)00155-7
77
K H Andersen, F J Frandsen, P F B Hansen, K Wieck-Hansen, I Rasmussen, P Overgaard, K Dam-Johansen. Deposit formation in a 150 MWe utility PF-boiler during co-combustion of coal and straw. Energy & Fuels, 2000, 14(4): 765–780 https://doi.org/10.1021/ef9901589
78
J Beck, J Brandenstein, S Unterberger, K R G Hein. Effects of sewage sludge and meat and bone meal co-combustion on SCR catalysts. Applied Catalysis B: Environmental, 2004, 49(1): 15–25 https://doi.org/10.1016/j.apcatb.2003.11.007
79
S V Vassilev, K Kitano, S Takeda, T Tsurue. Influence of mineral and chemical composition of coal ashes on their fusibility. Fuel Processing Technology, 1995, 45(1): 27–51 https://doi.org/10.1016/0378-3820(95)00032-3
80
N Berkowitz. An Introduction to Coal Technology. 2nd ed. New York: Academic Press, 1994
81
Y Jia, J S Lighty. Ash particulate formation from pulverized coal under oxy-fuel combustion conditions. Environmental Science & Technology, 2012, 46(9): 5214–5221 https://doi.org/10.1021/es204196s
82
X Wei, U Schnell, K R Hein. Behaviour of gaseous chlorine and alkali metals during biomass thermal utilisation. Fuel, 2005, 84(7–8): 841–848 https://doi.org/10.1016/j.fuel.2004.11.022
83
Y Niu, H Tan, X Wang, Z Liu, Y Liu, T Xu. Study on deposits on the surface, upstream, and downstream of bag filters in a 12 MW biomass-fired boiler. Energy & Fuels, 2010, 24(3): 2127–2132 https://doi.org/10.1021/ef901491a
84
L Mu, L Zhao, L Liu, H Yin. Elemental distribution and mineralogical composition of ash deposits in a large-scale wastewater incineration plant: a case study. Industrial & Engineering Chemistry Research, 2012, 51(25): 8684–8694 https://doi.org/10.1021/ie301074m
85
D Lindberg, R Backman, P Chartrand, M Hupa. Towards a comprehensive thermodynamic database for ash-forming elements in biomass and waste combustion—current situation and future developments. Fuel Processing Technology, 2013, 105: 129–141 https://doi.org/10.1016/j.fuproc.2011.08.008
86
M U Garba, D B Ingham, L Ma, R T J Porter, M Pourkashnian, H Z Tan, A Williams. Prediction of potassium chloride sulfation and its effect on deposition in biomass-fired boilers. Energy & Fuels, 2012, 26(11): 6501–6508 https://doi.org/10.1021/ef201681t
87
Y Niu, H Tan, L Ma, M Pourkashanian, Z Liu, Y Liu, X Wang, H Liu, T Xu. Slagging characteristics on the superheaters of a 12 MW biomass-fired boiler. Energy & Fuels, 2010, 24(9): 5222–5227 https://doi.org/10.1021/ef1008055
88
Y Niu, H Tan, X Wang, Z Liu, H Liu, Y Liu, T Xu. Study on fusion characteristics of biomass ash. Bioresource Technology, 2010, 101(23): 9373–9381 https://doi.org/10.1016/j.biortech.2010.06.144
89
Q H Li, Y G Zhang, A H Meng, L Li, G X Li. Study on ash fusion temperature using original and simulated biomass ashes. Fuel Processing Technology, 2013, 107: 107–112 https://doi.org/10.1016/j.fuproc.2012.08.012
90
Y Niu, Y Zhu, H Tan, S Hui, Z Jing, W Xu. Investigations on biomass slagging in utility boiler: criterion numbers and slagging growth mechanisms. Fuel Processing Technology, 2014, 128: 499–508 https://doi.org/10.1016/j.fuproc.2014.07.038
W Song, L Tang, X Zhu, Y Wu, Y Rong, Z Zhu, S Koyama. Fusibility and flow properties of coal ash and slag. Fuel, 2009, 88(2): 297–304 https://doi.org/10.1016/j.fuel.2008.09.015
93
S Seetharaman, K Mukai, D Sichen. Viscosities of slags—an overview. Steel Research International, 2005, 76(4): 267–278 https://doi.org/10.1002/srin.200506008
94
F Ji. Studies on viscosites of some multicomponent slags. Dissertation for Doctoral Degree. Stockholm: Royal Institute of Techology (KTH), 1998
95
A Kondratiev, E Jak, P Hayes. Predicting slag viscosities in metallurgical systems. JOM, 2002, 54(11): 41–45 https://doi.org/10.1007/BF02709749
96
S Seetharaman. Pertinent properties for metals and slags in continuous casting. In: The Making, Shaping and Treating of Steel. 11th ed. Warrendale, PA: Association for Iron & Steel Technology, 2003
B Mysen, P Richet. Silicate Glasses and Melts. 2nd ed. Elsevier B.V., 2018
100
A Kondratiev, B Zhao, S Raghunath, P C Hayes, E Jak. New tools for viscosity measurement and modelling of fully liquid and partly crystallised slags. In: Proceedings—European Metallurgical Conference, 2007, 2: 953–973
101
A Shankar. Studies on high alumina blast furnace slags. Dissertation for the Doctoral Degree. Stockolm: Royal Institute of Technology (KTH), 2007
D Sichen, J Bygd’en, S Seetharaman. A model for estimation of viscosities of complex metallic and ionic melts. Metallurgical and Materials Transactions. B, Process Metallurgy and Materials Processing Science, 1994, 25(4): 519–525 https://doi.org/10.1007/BF02650073
104
K Mills. The estimation of slag properties. 2019–10–19, available at the website of pyro.co.za
105
J C Van Dyk, S A Benson, M L Laumb, B Waanders. Coal and coal ash characteristics to understand mineral transformations and slag formation. Fuel, 2009, 88(6): 1057–1063 https://doi.org/10.1016/j.fuel.2008.11.034
106
G. Couch Understanding Slagging and Fouling during PF Combustion. IEACR/72. 1994
107
M Kekkonen, H Oghbasilasie, S. Louhenkilpi Viscosity models for molten slags. Technical Report, Finland: Aalto University publication series–Science+ Technology, 2012
108
B Dai, X Wu, L Zhang. Establishing a novel and yet simple methodology based on the use of modified inclined plane (M-IP) for high-temperature slag viscosity measurement. Fuel, 2018, 233: 299–308 https://doi.org/10.1016/j.fuel.2018.06.051
109
A Kondratiev, P C Hayes, E Jak. Development of a quasi-chemical viscosity model for fully liquid slags in the Al2O3-CaO-‘FeO’-MgO-SiO2 system. Part 1. description of the model and its application to the MgO, MgO-SiO2, Al2O3-MgO and CaO-MgO sub-systems. ISIJ International, 2006, 46(3): 359–367 https://doi.org/10.2355/isijinternational.46.359
A Kondratiev, E Jak. Review of experimental data and modeling of the viscosities of fully liquid slags in the Al2O3-CaO-‘FeO’-SiO2 system. Metallurgical and Materials Transactions. B, Process Metallurgy and Materials Processing Science, 2001, 32(6): 1015–1025 https://doi.org/10.1007/s11663-001-0090-y
112
P V Riboud, Y Roux, L D Lucai, H Gaye. Improvement of continuous casting powders. Fachberichte Huttenpraxis Metallweiterverarbeitung, 1981, 19(8): 859–869
113
K C Mills, S Sridhar. Viscosities of ironmaking and steelmaking slags. Ironmaking & Steelmaking, 1999, 26(4): 262–268 https://doi.org/10.1179/030192399677121
114
H Ray, S Pal. Simple method for theoretical estimation of viscosity of oxide melts using optical basicity. Ironmaking & Steelmaking, 2004, 31(2): 125–130 https://doi.org/10.1179/030192304225012097
115
T Iida, H Sakai, Y Kita, K Shigeno. An equation for accurate prediction of the viscosities of blast furnace type slags from chemical composition. ISIJ International, 2000, 40(Suppl): S110–S114 https://doi.org/10.2355/isijinternational.40.Suppl_S110
116
F Z, Sichen S, Du S Seetharaman. Experimental studies of the viscosities in the CaO-FenO-SiO2 slags. Metallurgical and Materials Transactions. B, Process Metallurgy and Materials Processing Science, 1997, 28(5): 827–834 https://doi.org/10.1007/s11663-997-0010-x
K C Mills, M Halali, H P Löez, A Kinder, R, Pomfref B. Walker A simple test for the measurement of slag viscosities. In: Proceedings of the 5th International Conference on Molten Slags, Fluxes and Salts, Sydney, Australia, 1997: 535–542
119
F Li, Z Li, J Huang, Y Fang. Understanding mineral behaviors during anthracite fluidized-bed gasification based on slag characteristics. Applied Energy, 2014, 131: 279–287 https://doi.org/10.1016/j.apenergy.2014.06.051
120
L Kong, J Bai, W Li, X Wen, X Li, Z Bai, Z Guo, H Li. The internal and external factor on coal ash slag viscosity at high temperatures, Part 1: effect of cooling rate on slag viscosity, measured continuously. Fuel, 2015, 158: 968–975 https://doi.org/10.1016/j.fuel.2015.02.055
121
J H Patterson, H J Hurst. Ash and slag qualities of Australian bituminous coals for use in slagging gasifiers. Fuel, 2000, 79(13): 1671–1678 https://doi.org/10.1016/S0016-2361(00)00032-6
122
H J Hurst, F Novak, J H Patterson. Viscosity measurements and empirical predictions for fluxed Australian bituminous coal ashes. Fuel, 1999, 78(15): 1831–1840 https://doi.org/10.1016/S0016-2361(99)00094-0
123
M S Oh, D D Brooker, E F de Paz, J J Brady, T R Decker. Effect of crystalline phase formation on coal slag viscosity. Fuel Processing Technology, 1995, 44(1–3): 191–199 https://doi.org/10.1016/0378-3820(95)00012-V
124
H H Schobert, R C Streeter, E K Diehl. Flow properties of low-rank coal ash slags: implications for slagging gasification. Fuel, 1985, 64(11): 1611–1617 https://doi.org/10.1016/0016-2361(85)90380-1
125
A Y Ilyushechkin, D Roberts. Slagging behaviour of Australian brown coals and implications for their use in gasification technologies. Fuel Processing Technology, 2016, 147: 47–56 https://doi.org/10.1016/j.fuproc.2015.10.028
126
A K Moza, L G Austin. A new test for characterizing the slag deposition properties of a coal ash: the sticking temperature. Journal of the Institute of Energy, 1979, 52(410): 15–16
127
X Wu, X Zhang, B Dai, X Xu, J Zhang, L Zhang. Ash deposition behaviours upon the combustion of low-rank coal blends in a 3 MWth pilot-scale pulverised coal-fired furnace. Fuel Processing Technology, 2016, 152: 176–182 https://doi.org/10.1016/j.fuproc.2016.06.032
128
F Li, H Fan, Y Fang. Exploration of slagging behaviors during multistage conversion fluidized-bed (MFB) gasification of low-rank coals. Energy & Fuels, 2015, 29(12): 7816–7824 https://doi.org/10.1021/acs.energyfuels.5b01711
129
X Wu, H Ji, B Dai, L Zhang. Xinjiang lignite ash slagging and flowability under the weak reducing environment at 1300°C—a new method to quantify slag flow velocity and its correlation with slag properties. Fuel Processing Technology, 2018, 171: 173–182 https://doi.org/10.1016/j.fuproc.2017.11.017
130
B Dai, X Wu, J Zhao, L Zhang. Xinjiang lignite ash slagging and flow under the weak reducing environment at high temperatures —slag viscosity and its variation with ash type and addition of clay. Fuel, 2019, 245: 438–446 https://doi.org/10.1016/j.fuel.2019.02.016
131
S H Amini, M P Brungs, O Ostrovski, S. Jahanshani Effects of additives and temperature on dissolution rate and diffusivity of lime in Al2O3-CaO-SiO2 based slags. Metallurgical and Materials Transactions. B, Process Metallurgy and Materials Processing Science, 2006, 37(5): 773–780 https://doi.org/10.1007/s11663-006-0059-y
132
E T R Jones, R A Fishburn. Additives to improve slag formation in steelmaking furnaces. US Patent: 3964899, 1976
133
G Wu, E Yazhenskikh, K Hack, M Müller. Viscosity model for oxide melts relevant to fuel slags. Part 2: the system SiO2-Al2O3-CaO-MgO-Na2O-K2O. Fuel Processing Technology, 2015, 138: 520–533 https://doi.org/10.1016/j.fuproc.2015.06.031
134
G Wu, E Yazhenskikh, K Hack, E Wosch, M Müller. Viscosity model for oxide melts relevant to fuel slags. Part 1: pure oxides and binary systems in the system SiO2-Al2O3-CaO-MgO-Na2O-K2O. Fuel Processing Technology, 2015, 137: 93–103 https://doi.org/10.1016/j.fuproc.2015.03.025
135
S A Benson, L G Austin. Crystallization in coal ash slags and its effect on slag strength. In: American Chemical Society Division of Fuel Chemistry Meeting, Toronto, Canada, 1988, 33: CONF-8806136
136
A Kondratiev, A Ilyushechkin. Flow behaviour of crystallising coal ash slags: shear viscosity, non-Newtonian flow and temperature of critical viscosity. Fuel, 2018, 224: 783–800 https://doi.org/10.1016/j.fuel.2018.03.031
137
A M Lejeune, P Richet. Rheology of crystal-bearing silicate melts: an experimental study at high viscosities. Journal of Geophysical Research, 1995, 100(B3): 4215–4229 https://doi.org/10.1029/94JB02985
138
S Mueller, E W Llewellin, H M Mader. The rheology of suspensions of solid particles. Proceedings–Royal Society. Mathematical, Physical and Engineering Sciences, 2010, 466(2116): 1201–1228 https://doi.org/10.1098/rspa.2009.0445
139
W Song, L Tang, X Zhu, Y Wu, Z Zhu, S. Koyama Flow properties and rheology of slag from coal gasification. Fuel, 2010, 89(7): 1709–1715 https://doi.org/10.1016/j.fuel.2009.07.013
W Xuan, K J Whitty, Q Guan, D Bi, Z Zhan, J Zhang. Influence of SiO2/Al2O3 on crystallization characteristics of synthetic coal slags. Fuel, 2015, 144: 103–110 https://doi.org/10.1016/j.fuel.2014.11.091
142
A Stam, W Livingston, M Cremers, G Brem. Review of models and tools for slagging and fouling prediction for biomass co-combustion. In: Workshop on High Cofiring Percentages in New Coal Fired Power Plants, Hamburg, Germany, 2009: 1–18
143
P Teixeira, H Lopes, I Gulyurtlu, N Lapa, P. Abelha Evaluation of slagging and fouling tendency during biomass co-firing with coal in a fluidized bed. Biomass and Bioenergy, 2012, 39: 192–203 https://doi.org/10.1016/j.biombioe.2012.01.010
144
M U Degereji, S R Gubba, D B Ingham, L Ma, M Pourkashanian, A Williams, J Williamson. Predicting the slagging potential of co-fired coal with sewage sludge and wood biomass. Fuel, 2013, 108: 550–556 https://doi.org/10.1016/j.fuel.2012.12.030
145
T Heinzel, V Siegle, H Spliethoff, K R G Hein. Investigation of slagging in pulverized fuel co-combustion of biomass and coal at a pilot-scale test facility. Fuel Processing Technology, 1998, 54(1–3): 109–125 https://doi.org/10.1016/S0378-3820(97)00063-5
146
I L Näzelius, J Fagerström, C Boman, D Boström, M Öhman. Slagging in fixed-bed combustion of phosphorus-poor biomass: critical ash-forming processes and compositions. Energy & Fuels, 2015, 29(2): 894–908 https://doi.org/10.1021/ef502531m
C W Bale, E Bélisle, P Chartrand, S A Decterov, G Eriksson, K Hack, I H Jung, Y B Kang, J Melançon, A D Pelton, C Robelin, S Petersen. FactSage thermochemical software and databases— recent developments. Computer Coupling of Phase Diagrams and Thermochemistry, 2009, 33(2): 295–311 https://doi.org/10.1016/j.calphad.2008.09.009
149
M Suzuki, E Jak. Quasi-chemical viscosity model for fully liquid slag in the Al2O3-CaO-MgO-SiO2 system. Part II: evaluation of slag viscosities. Metallurgical and Materials Transactions. B, Process Metallurgy and Materials Processing Science, 2013, 44(6): 1451–1465 https://doi.org/10.1007/s11663-013-9946-1
150
G H Zhang, K C Chou. Measuring and modeling viscosity of CaO-Al2O3-SiO2(-K2O) melt. Metallurgical and Materials Transactions. B, Process Metallurgy and Materials Processing Science, 2012, 43(4): 841–848 https://doi.org/10.1007/s11663-012-9668-9
151
T Lakatos, L G Johansson, B Simmingskold. Viscosity-temperature relations in the glass system SiO2-Al2O3-Na2O-K2O-CaO-MgO in the composition range of technical glasses. Glass Technology, 1972, 13(3): 88–95
152
M Bläsing, M Müller. Mass spectrometric investigations on the release of inorganic species during gasification and combustion of Rhenish lignite. Fuel, 2010, 89(9): 2417–2424 https://doi.org/10.1016/j.fuel.2009.11.042
153
M Bläsing, M Müller. Mass spectrometric investigations on the release of inorganic species during gasification and combustion of German hard coals. Combustion and Flame, 2010, 157(7): 1374–1381 https://doi.org/10.1016/j.combustflame.2010.01.003