Novel 3D analysis of reduction behavior of single iron-oxide particle in CO-CO2 gas atmosphere

[Display omitted] •3D model was developed to analyze reduction of irregularly shaped iron-ore particles.•Existing models were favorable mostly to spherical particles as they are based on 1D.•Actual sintered ore was studied using the model based on the 3D diffusion equation.•The new model was validat...

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Published in:Chemical engineering science Vol. 271; p. 118580
Main Authors: Kim, Jeong-In, Kubota, Shusei, Natsui, Shungo, Iwanaga, Taiki, Miki, Yuji, Nogami, Hiroshi
Format: Journal Article
Language:English
Published: Elsevier Ltd 05.05.2023
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ISSN:0009-2509, 1873-4405
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Abstract [Display omitted] •3D model was developed to analyze reduction of irregularly shaped iron-ore particles.•Existing models were favorable mostly to spherical particles as they are based on 1D.•Actual sintered ore was studied using the model based on the 3D diffusion equation.•The new model was validated using the shrinking core model and experimental data.•Effects of sphericity and pore number on reduction and gas diffusion were assessed. The production of steel, which is achieved by the reduction of iron ores mainly through indirect reduction reactions in a blast furnace, is gradually increasing worldwide. Because the reducing gas diffuses three-dimensionally, irregular particle shapes influence the reduction through differences in the diffusion length. The analysis of actual irregularly shaped iron-ore particles using existing models is difficult because they are primarily effective for 1D systems. Therefore, a novel reduction model based on the 3D diffusion equation that accommodates irregular particle shapes and 3D systems was developed in this study. The established model was validated by reproducing experimental conditions and comparing the quantified effective diffusivity and chemical reaction rate constant using the shrinking core model. In addition, the model was used to investigate the reducing behavior of an actual sintered-ore particle and the effects of particle sphericity and macro pore content. The sintered-ore particle had a higher reduction rate than that of a spherical equivalent with the same volume because sections of the surface with shorter diffusion lengths facilitated the gas diffusion. Additionally, the particle sphericity was determined to be inversely proportional to the reduction rate because the rate of gas diffusion into the particle depended on the diffusion length. With respect to porous particles, the gas was found to readily diffuse into the particles through pores, leading to a higher reduction rate for higher pore numbers. Overall, the gas diffusion was confirmed to drive the reduction reaction.
AbstractList [Display omitted] •3D model was developed to analyze reduction of irregularly shaped iron-ore particles.•Existing models were favorable mostly to spherical particles as they are based on 1D.•Actual sintered ore was studied using the model based on the 3D diffusion equation.•The new model was validated using the shrinking core model and experimental data.•Effects of sphericity and pore number on reduction and gas diffusion were assessed. The production of steel, which is achieved by the reduction of iron ores mainly through indirect reduction reactions in a blast furnace, is gradually increasing worldwide. Because the reducing gas diffuses three-dimensionally, irregular particle shapes influence the reduction through differences in the diffusion length. The analysis of actual irregularly shaped iron-ore particles using existing models is difficult because they are primarily effective for 1D systems. Therefore, a novel reduction model based on the 3D diffusion equation that accommodates irregular particle shapes and 3D systems was developed in this study. The established model was validated by reproducing experimental conditions and comparing the quantified effective diffusivity and chemical reaction rate constant using the shrinking core model. In addition, the model was used to investigate the reducing behavior of an actual sintered-ore particle and the effects of particle sphericity and macro pore content. The sintered-ore particle had a higher reduction rate than that of a spherical equivalent with the same volume because sections of the surface with shorter diffusion lengths facilitated the gas diffusion. Additionally, the particle sphericity was determined to be inversely proportional to the reduction rate because the rate of gas diffusion into the particle depended on the diffusion length. With respect to porous particles, the gas was found to readily diffuse into the particles through pores, leading to a higher reduction rate for higher pore numbers. Overall, the gas diffusion was confirmed to drive the reduction reaction.
ArticleNumber 118580
Author Kim, Jeong-In
Iwanaga, Taiki
Natsui, Shungo
Kubota, Shusei
Miki, Yuji
Nogami, Hiroshi
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  surname: Kim
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  fullname: Iwanaga, Taiki
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  givenname: Yuji
  surname: Miki
  fullname: Miki, Yuji
  email: y-miki@jfe-steel.co.jp
  organization: Steel Research Laboratory, JFE Steel Corporation, 1, Kawasaki-cho, Chuo-ku, Chiba 260-0835, Japan
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  givenname: Hiroshi
  surname: Nogami
  fullname: Nogami, Hiroshi
  email: nogami@tohoku.ac.jp
  organization: Institute of Multidisciplinary Research for Advanced Materials, Tohoku University, Katahira 2-1-1, Aoba-ku, Sendai, Miyagi 980-8577, Japan
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Cites_doi 10.2355/tetsutohagane1955.63.8_1229
10.1002/srin.202000047
10.2355/tetsutohagane1955.63.7_1099
10.2355/isijinternational.38.324
10.3365/KJMM.2021.59.1.41
10.1007/BF02913895
10.2355/tetsutohagane1955.57.9_1441
10.1007/s11663-020-01790-3
10.2355/tetsutohagane1955.62.3_315
10.3390/ma14247540
10.1163/156855206777213375
10.2355/isijinternational1966.22.66
10.1007/s12613-015-1123-x
10.2355/isijinternational.38.109
10.2355/isijinternational.38.1194
10.1002/aic.690140218
10.2355/tetsutohagane1955.80.6_431
10.2320/materia1962.20.775
10.1109/83.661190
10.2355/isijinternational.45.1255
10.2355/tetsutohagane1955.73.10_1323
10.2355/tetsutohagane1955.47.11_1617
10.2355/tetsutohagane1955.68.6_592
10.1007/BF02644326
10.1179/030192304225011089
10.2355/isijinternational.38.1304
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Keywords BC
TDMA
Iron oxide reduction
H
M
SC
Reduction analysis
3D
Blast furnace
1D
3D diffusion model
IC
3D reduction behavior
Language English
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References Murayama, Ono (b0075) 1987; 73
Weickert, Romeny, Viergever (b0135) 1998; 7
Kang, Chung, Murayama, Ono (b0060) 1998; 38
The Japan Iron and Steel Federation, National steel production 2022, https://www.jisf.or.jp/data/seisan/index.html, 2022 (accessed 12 July 2022).
Hara, Sakawa, Kondo (b0015) 1976; 62
Wada, Kodama, Sigemi (b0130) 1961; 47
Murayama, Ono, Kawai (b0090) 1977; 63
Ono, Murayama (b0105) 1981; 20
2018 (accessed 12 July 2022).
Usui, Naito, Murayama, Morita (b0120) 1994; 80
Hara (b0010) 1971; 57
Ishida, Wen (b0035) 1968; 14
Heidari, Niknahad, Iljana, Fabritius (b0020) 2021; 14
Kang, Kim, Jeong, Choi (b0050) 1997; 11
World Steel Association, Steel Statistical Yearbook 2018.
Kang, Chung (b0045) 2004; 31
Ohmi, Usui (b0095) 1982; 22
Murayama, Ono (b0080) 1980; 66
World Coal Association, Coal & Steel. https://www.worldcoal.org/coal-facts/coal-steel/, 2022 (accessed 12 July 2022).
Kang, Chung, Murayama, Ono (b0040) 1998; 38
Trushenski, Li, Philbrook (b0115) 1974; 5
Valipour, Motamed Hashemi, Saboohi (b0125) 2006; 17
Ohmi, Naito, Usui (b0100) 1982; 68
Szekely, Evans (b0110) 1971; 2
McAdam (b0070) 1969; 12
Yi, Lee, Lee, Kim (b0150) 2021; 59
Zuo, Wang, Dong, Jiao, Xu (b0160) 2015; 22
Bonalde, Henriquez, Manrique (b0005) 2005; 45
Zhang, Monaghan, Longbottom, Nusheh, Bumby (b0155) 2020; 51
Kang, Chung, Murayama, Ono (b0055) 1998; 38
Murayama, Ono, Kawai (b0085) 1977; 63
Heikkilä, Iljana, Bartusch, Fabritius (b0025) 2020; 91
Kang, Chung, Murayama (b0065) 1998; 38
Murayama (10.1016/j.ces.2023.118580_b0080) 1980; 66
Trushenski (10.1016/j.ces.2023.118580_b0115) 1974; 5
10.1016/j.ces.2023.118580_b0140
Zuo (10.1016/j.ces.2023.118580_b0160) 2015; 22
Murayama (10.1016/j.ces.2023.118580_b0085) 1977; 63
Heikkilä (10.1016/j.ces.2023.118580_b0025) 2020; 91
Ono (10.1016/j.ces.2023.118580_b0105) 1981; 20
Ohmi (10.1016/j.ces.2023.118580_b0100) 1982; 68
10.1016/j.ces.2023.118580_b0145
Yi (10.1016/j.ces.2023.118580_b0150) 2021; 59
Hara (10.1016/j.ces.2023.118580_b0010) 1971; 57
Kang (10.1016/j.ces.2023.118580_b0055) 1998; 38
McAdam (10.1016/j.ces.2023.118580_b0070) 1969; 12
Ohmi (10.1016/j.ces.2023.118580_b0095) 1982; 22
Ishida (10.1016/j.ces.2023.118580_b0035) 1968; 14
Zhang (10.1016/j.ces.2023.118580_b0155) 2020; 51
Kang (10.1016/j.ces.2023.118580_b0040) 1998; 38
Kang (10.1016/j.ces.2023.118580_b0050) 1997; 11
10.1016/j.ces.2023.118580_b0030
Bonalde (10.1016/j.ces.2023.118580_b0005) 2005; 45
Murayama (10.1016/j.ces.2023.118580_b0090) 1977; 63
Murayama (10.1016/j.ces.2023.118580_b0075) 1987; 73
Kang (10.1016/j.ces.2023.118580_b0045) 2004; 31
Valipour (10.1016/j.ces.2023.118580_b0125) 2006; 17
Hara (10.1016/j.ces.2023.118580_b0015) 1976; 62
Szekely (10.1016/j.ces.2023.118580_b0110) 1971; 2
Usui (10.1016/j.ces.2023.118580_b0120) 1994; 80
Wada (10.1016/j.ces.2023.118580_b0130) 1961; 47
Kang (10.1016/j.ces.2023.118580_b0060) 1998; 38
Kang (10.1016/j.ces.2023.118580_b0065) 1998; 38
Weickert (10.1016/j.ces.2023.118580_b0135) 1998; 7
Heidari (10.1016/j.ces.2023.118580_b0020) 2021; 14
References_xml – volume: 63
  start-page: 1229
  year: 1977
  end-page: 1234
  ident: b0090
  article-title: Analysis of CO reduction of hematite pellets by malti-interface model
  publication-title: Tetsu-to-Hagané
– volume: 20
  start-page: 775
  year: 1981
  end-page: 783
  ident: b0105
  article-title: Rate expressions of gaseous reduction of iron oxide pellets and their application to the analysis of bed reactor operations
  publication-title: Bull. Jpn. Inst. Met.
– volume: 63
  start-page: 1099
  year: 1977
  end-page: 1107
  ident: b0085
  article-title: Step-wise reduction of hematite pellets with CO-CO
  publication-title: Tetsu-to-Hagané
– volume: 51
  start-page: 492
  year: 2020
  end-page: 504
  ident: b0155
  article-title: Reduction kinetics of oxidized New Zealand ironsand pellets in H
  publication-title: Metall. Mater. Trans. B
– volume: 17
  start-page: 277
  year: 2006
  end-page: 295
  ident: b0125
  article-title: Mathematical modeling of the reaction in an iron ore pellet using a mixture of hydrogen, water vapor, carbon monoxide and carbon dioxide: an isothermal study
  publication-title: Adv. Powder Technol.
– volume: 11
  start-page: 582
  year: 1997
  end-page: 591
  ident: b0050
  article-title: Unreacted-core model for non-spherical iron oxide
  publication-title: RIST Research paper
– volume: 80
  start-page: 431
  year: 1994
  end-page: 439
  ident: b0120
  article-title: Kinetic analysis on gaseous reduction of agglomerates, Part 1, reaction models for gaseous reduction of agglomerates
  publication-title: Tetsu-to-Hagané
– volume: 22
  start-page: 688
  year: 2015
  end-page: 696
  ident: b0160
  article-title: Reduction kinetics of iron oxide pellets with H
  publication-title: Int. J. Miner. Metall. Mater.
– volume: 45
  start-page: 1255
  year: 2005
  end-page: 1260
  ident: b0005
  article-title: Kinetic analysis of the iron oxide reduction using hydrogen-carbon monoxide mixtures as reducing agent
  publication-title: ISIJ Int.
– volume: 38
  start-page: 1194
  year: 1998
  end-page: 1200
  ident: b0040
  article-title: Effect of iron ore shape on gaseous reduction rate
  publication-title: ISIJ Int.
– reference: World Coal Association, Coal & Steel. https://www.worldcoal.org/coal-facts/coal-steel/, 2022 (accessed 12 July 2022).
– volume: 7
  start-page: 398
  year: 1998
  end-page: 410
  ident: b0135
  article-title: Efficient and reliable schemes for nonlinear diffusion filtering
  publication-title: IEEE Trans. Image Process.
– volume: 14
  start-page: 311
  year: 1968
  end-page: 317
  ident: b0035
  article-title: Comparison of kinetic and diffusional models for solid-gas reactions
  publication-title: AIChE J.
– volume: 38
  start-page: 324
  year: 1998
  end-page: 331
  ident: b0060
  article-title: Gas-solid reaction model for non-spherical iron oxide
  publication-title: ISIJ Int.
– volume: 73
  start-page: 1323
  year: 1987
  end-page: 1328
  ident: b0075
  article-title: Method of determination of parameters included in ISHIDA-WEN’s Model
  publication-title: Tetsu-to-Hagané
– volume: 14
  start-page: 7540
  year: 2021
  ident: b0020
  article-title: A review on the kinetics of iron ore reduction by hydrogen
  publication-title: Materials
– volume: 57
  start-page: 1441
  year: 1971
  end-page: 1452
  ident: b0010
  article-title: On the reduction model of porous iron-oxide pellet
  publication-title: Tetsu-to-Hagané
– volume: 31
  start-page: 117
  year: 2004
  end-page: 124
  ident: b0045
  article-title: Review of applicability of unreacted core model based on Ishida-Wen model
  publication-title: Ironmak. Steelmak.
– volume: 59
  start-page: 41
  year: 2021
  end-page: 53
  ident: b0150
  article-title: Hydrogen-based reduction ironmaking process and conversion technology, Korean
  publication-title: J Met. Mater.
– volume: 38
  start-page: 1304
  year: 1998
  end-page: 1310
  ident: b0055
  article-title: Ishida–Wen’s model for non-spherical particle
  publication-title: ISIJ Int.
– reference: The Japan Iron and Steel Federation, National steel production 2022, https://www.jisf.or.jp/data/seisan/index.html, 2022 (accessed 12 July 2022).
– reference: , 2018 (accessed 12 July 2022).
– volume: 68
  start-page: 592
  year: 1982
  end-page: 601
  ident: b0100
  article-title: Multi-stage zone-reaction model for the gaseous reduction of porous hematite pellets
  publication-title: Tetsu-to-Hagané
– volume: 2
  start-page: 1691
  year: 1971
  end-page: 1698
  ident: b0110
  article-title: Studies in gas-solid reactions: Part I. A structural model for the reaction of porous oxides with a reducing gas
  publication-title: Metall. Trans.
– volume: 47
  start-page: 1617
  year: 1961
  end-page: 1630
  ident: b0130
  article-title: On the iron ore reduction in blast furnaces
  publication-title: Tetsu-to-Hagané
– volume: 22
  start-page: 66
  year: 1982
  end-page: 74
  ident: b0095
  article-title: Improved theory on the rate of reduction of single particles and fixed beds of iron oxide pellets with hydrogen
  publication-title: Trans. Iron Steel Inst. Jpn.
– volume: 38
  start-page: 109
  year: 1998
  end-page: 115
  ident: b0065
  article-title: Effect of iron ore size on kinetics of gaseous reduction
  publication-title: ISIJ Int.
– reference: World Steel Association, Steel Statistical Yearbook 2018.
– volume: 62
  start-page: 315
  year: 1976
  end-page: 323
  ident: b0015
  article-title: Mathematical model of the shaft furnace for reduction of iron-ore pellet
  publication-title: Tetsu-to-Hagané
– volume: 66
  start-page: S57
  year: 1980
  ident: b0080
  article-title: Analysis for stepwise reduction of iron oxide pellet in CO-CO
  publication-title: Tetsu-to-Hagané
– volume: 5
  start-page: 1149
  year: 1974
  end-page: 1158
  ident: b0115
  article-title: Non-topochemical reduction of iron oxides
  publication-title: Metall. Mater. Trans. B
– volume: 91
  start-page: 2000047
  year: 2020
  ident: b0025
  article-title: Reduction of iron ore pellets, sinter, and lump ore under simulated blast furnace conditions
  publication-title: Steel Res. Int.
– volume: 12
  start-page: 649
  year: 1969
  end-page: 668
  ident: b0070
  article-title: Direct reduction of New Zealand ironsand concentrates. I. Gaseous reduction
  publication-title: N. Z. J. Sci.
– volume: 63
  start-page: 1229
  year: 1977
  ident: 10.1016/j.ces.2023.118580_b0090
  article-title: Analysis of CO reduction of hematite pellets by malti-interface model
  publication-title: Tetsu-to-Hagané
  doi: 10.2355/tetsutohagane1955.63.8_1229
– volume: 91
  start-page: 2000047
  year: 2020
  ident: 10.1016/j.ces.2023.118580_b0025
  article-title: Reduction of iron ore pellets, sinter, and lump ore under simulated blast furnace conditions
  publication-title: Steel Res. Int.
  doi: 10.1002/srin.202000047
– volume: 11
  start-page: 582
  year: 1997
  ident: 10.1016/j.ces.2023.118580_b0050
  article-title: Unreacted-core model for non-spherical iron oxide
  publication-title: RIST Research paper
– volume: 63
  start-page: 1099
  year: 1977
  ident: 10.1016/j.ces.2023.118580_b0085
  article-title: Step-wise reduction of hematite pellets with CO-CO2 gas mixture
  publication-title: Tetsu-to-Hagané
  doi: 10.2355/tetsutohagane1955.63.7_1099
– volume: 38
  start-page: 324
  year: 1998
  ident: 10.1016/j.ces.2023.118580_b0060
  article-title: Gas-solid reaction model for non-spherical iron oxide
  publication-title: ISIJ Int.
  doi: 10.2355/isijinternational.38.324
– volume: 59
  start-page: 41
  year: 2021
  ident: 10.1016/j.ces.2023.118580_b0150
  article-title: Hydrogen-based reduction ironmaking process and conversion technology, Korean
  publication-title: J Met. Mater.
  doi: 10.3365/KJMM.2021.59.1.41
– volume: 12
  start-page: 649
  year: 1969
  ident: 10.1016/j.ces.2023.118580_b0070
  article-title: Direct reduction of New Zealand ironsand concentrates. I. Gaseous reduction
  publication-title: N. Z. J. Sci.
– volume: 2
  start-page: 1691
  year: 1971
  ident: 10.1016/j.ces.2023.118580_b0110
  article-title: Studies in gas-solid reactions: Part I. A structural model for the reaction of porous oxides with a reducing gas
  publication-title: Metall. Trans.
  doi: 10.1007/BF02913895
– volume: 57
  start-page: 1441
  year: 1971
  ident: 10.1016/j.ces.2023.118580_b0010
  article-title: On the reduction model of porous iron-oxide pellet
  publication-title: Tetsu-to-Hagané
  doi: 10.2355/tetsutohagane1955.57.9_1441
– volume: 51
  start-page: 492
  year: 2020
  ident: 10.1016/j.ces.2023.118580_b0155
  article-title: Reduction kinetics of oxidized New Zealand ironsand pellets in H2 at temperature up to 1443 K
  publication-title: Metall. Mater. Trans. B
  doi: 10.1007/s11663-020-01790-3
– ident: 10.1016/j.ces.2023.118580_b0140
– volume: 62
  start-page: 315
  year: 1976
  ident: 10.1016/j.ces.2023.118580_b0015
  article-title: Mathematical model of the shaft furnace for reduction of iron-ore pellet
  publication-title: Tetsu-to-Hagané
  doi: 10.2355/tetsutohagane1955.62.3_315
– volume: 14
  start-page: 7540
  year: 2021
  ident: 10.1016/j.ces.2023.118580_b0020
  article-title: A review on the kinetics of iron ore reduction by hydrogen
  publication-title: Materials
  doi: 10.3390/ma14247540
– volume: 17
  start-page: 277
  year: 2006
  ident: 10.1016/j.ces.2023.118580_b0125
  article-title: Mathematical modeling of the reaction in an iron ore pellet using a mixture of hydrogen, water vapor, carbon monoxide and carbon dioxide: an isothermal study
  publication-title: Adv. Powder Technol.
  doi: 10.1163/156855206777213375
– volume: 22
  start-page: 66
  year: 1982
  ident: 10.1016/j.ces.2023.118580_b0095
  article-title: Improved theory on the rate of reduction of single particles and fixed beds of iron oxide pellets with hydrogen
  publication-title: Trans. Iron Steel Inst. Jpn.
  doi: 10.2355/isijinternational1966.22.66
– volume: 22
  start-page: 688
  year: 2015
  ident: 10.1016/j.ces.2023.118580_b0160
  article-title: Reduction kinetics of iron oxide pellets with H2 and CO mixtures
  publication-title: Int. J. Miner. Metall. Mater.
  doi: 10.1007/s12613-015-1123-x
– volume: 38
  start-page: 109
  year: 1998
  ident: 10.1016/j.ces.2023.118580_b0065
  article-title: Effect of iron ore size on kinetics of gaseous reduction
  publication-title: ISIJ Int.
  doi: 10.2355/isijinternational.38.109
– volume: 66
  start-page: S57
  year: 1980
  ident: 10.1016/j.ces.2023.118580_b0080
  article-title: Analysis for stepwise reduction of iron oxide pellet in CO-CO2 gas mixture via intermediate model
  publication-title: Tetsu-to-Hagané
– volume: 38
  start-page: 1194
  year: 1998
  ident: 10.1016/j.ces.2023.118580_b0040
  article-title: Effect of iron ore shape on gaseous reduction rate
  publication-title: ISIJ Int.
  doi: 10.2355/isijinternational.38.1194
– volume: 14
  start-page: 311
  year: 1968
  ident: 10.1016/j.ces.2023.118580_b0035
  article-title: Comparison of kinetic and diffusional models for solid-gas reactions
  publication-title: AIChE J.
  doi: 10.1002/aic.690140218
– volume: 80
  start-page: 431
  year: 1994
  ident: 10.1016/j.ces.2023.118580_b0120
  article-title: Kinetic analysis on gaseous reduction of agglomerates, Part 1, reaction models for gaseous reduction of agglomerates
  publication-title: Tetsu-to-Hagané
  doi: 10.2355/tetsutohagane1955.80.6_431
– volume: 20
  start-page: 775
  year: 1981
  ident: 10.1016/j.ces.2023.118580_b0105
  article-title: Rate expressions of gaseous reduction of iron oxide pellets and their application to the analysis of bed reactor operations
  publication-title: Bull. Jpn. Inst. Met.
  doi: 10.2320/materia1962.20.775
– ident: 10.1016/j.ces.2023.118580_b0030
– volume: 7
  start-page: 398
  year: 1998
  ident: 10.1016/j.ces.2023.118580_b0135
  article-title: Efficient and reliable schemes for nonlinear diffusion filtering
  publication-title: IEEE Trans. Image Process.
  doi: 10.1109/83.661190
– volume: 45
  start-page: 1255
  year: 2005
  ident: 10.1016/j.ces.2023.118580_b0005
  article-title: Kinetic analysis of the iron oxide reduction using hydrogen-carbon monoxide mixtures as reducing agent
  publication-title: ISIJ Int.
  doi: 10.2355/isijinternational.45.1255
– ident: 10.1016/j.ces.2023.118580_b0145
– volume: 73
  start-page: 1323
  year: 1987
  ident: 10.1016/j.ces.2023.118580_b0075
  article-title: Method of determination of parameters included in ISHIDA-WEN’s Model
  publication-title: Tetsu-to-Hagané
  doi: 10.2355/tetsutohagane1955.73.10_1323
– volume: 47
  start-page: 1617
  year: 1961
  ident: 10.1016/j.ces.2023.118580_b0130
  article-title: On the iron ore reduction in blast furnaces
  publication-title: Tetsu-to-Hagané
  doi: 10.2355/tetsutohagane1955.47.11_1617
– volume: 68
  start-page: 592
  year: 1982
  ident: 10.1016/j.ces.2023.118580_b0100
  article-title: Multi-stage zone-reaction model for the gaseous reduction of porous hematite pellets
  publication-title: Tetsu-to-Hagané
  doi: 10.2355/tetsutohagane1955.68.6_592
– volume: 5
  start-page: 1149
  year: 1974
  ident: 10.1016/j.ces.2023.118580_b0115
  article-title: Non-topochemical reduction of iron oxides
  publication-title: Metall. Mater. Trans. B
  doi: 10.1007/BF02644326
– volume: 31
  start-page: 117
  year: 2004
  ident: 10.1016/j.ces.2023.118580_b0045
  article-title: Review of applicability of unreacted core model based on Ishida-Wen model
  publication-title: Ironmak. Steelmak.
  doi: 10.1179/030192304225011089
– volume: 38
  start-page: 1304
  year: 1998
  ident: 10.1016/j.ces.2023.118580_b0055
  article-title: Ishida–Wen’s model for non-spherical particle
  publication-title: ISIJ Int.
  doi: 10.2355/isijinternational.38.1304
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Snippet [Display omitted] •3D model was developed to analyze reduction of irregularly shaped iron-ore particles.•Existing models were favorable mostly to spherical...
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SubjectTerms 3D diffusion model
3D reduction behavior
Blast furnace
Iron oxide reduction
Reduction analysis
Title Novel 3D analysis of reduction behavior of single iron-oxide particle in CO-CO2 gas atmosphere
URI https://dx.doi.org/10.1016/j.ces.2023.118580
Volume 271
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