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Process parameter design approach for pressed fly ash geopolymer brick using Box–Behnken design: influence of forming pressure, sand-to-precursor ratio and liquid-to-solid content

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Abstract

Worldwide, billions of masonry-burnt clay bricks are made each year. However, their manufacturing is not eco-friendly. The present study aims to create geopolymer brick made from fly ash, a sustainable substitute for brunt clay brick. The influence of forming pressure (FP), sand-to-precursor ratio (S/P) and liquid-to-solid ratio (L/S) were studied. Molarity (10 M), alkaline solution ratio (2.5) and curing temperature (60 °C) were kept constant in the study. Physio-mechanical properties of the developed were studied and presented in this paper. Response surface methodology (RSM)–Box–Behnken Design (BBD) was used to optimize the parameter. Multiple objective response optimizer and composite desirability were performed to get an optimum mix. Statistical analysis was carried out to identify the significance levels of variables. Surface, interaction and contour plots are presented in this paper. In addition, microstructural analysis like scanning electron microscopy (SEM)–energy-dispersive X-ray spectra (EDS), X-ray diffraction (XRD) spectra and thermal gravimetric analysis (TGA) was carried out to study morphology, mineralogy and thermal resistance of the brick specimen. The L/S ratio is a predominant factor influencing the brick properties. According to RSM-BBD, the optimum ratio to develop fly ash-based geopolymer brick was FP (2700 psi), S/P (1.16) ratio and L/S ratio (0.364).

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References

  1. Wang GC (2016) Slag use as an aggregate in concrete and cement-based materials. In: The utilization of slag in civil infrastructure construction. Elsevier, pp 239–274

  2. (2019) Long-term Performance and Durability of Masonry Structures. Elsevier

  3. (2015) Eco-Efficient Masonry Bricks and Blocks. Elsevier

  4. Kamyotra JS (2015) Brick Kilns in India. 6–25

  5. Ahmed Raza I, Navdeep MR et al (2022) Comparative life cycle assessment of recycled soil-stabilized bricks and traditional bricks. Mater Today Proc. https://doi.org/10.1016/j.matpr.2022.11.042

    Article  Google Scholar 

  6. Nath AJ, Lal R, Das AK (2018) Fired bricks: CO2 emission and food insecurity. Global Chall 2:1700115. https://doi.org/10.1002/gch2.201700115

    Article  Google Scholar 

  7. Yaseen N, Irfan-ul-Hassan M, Saeed A-R et al (2022) Sustainable development and performance assessment of clay-based geopolymer bricks incorporating fly ash and sugarcane bagasse ash. J Mater Civ Eng 34:1–16. https://doi.org/10.1061/(asce)mt.1943-5533.0004159

    Article  Google Scholar 

  8. el Boukili G, Ouakarrouch M, Lechheb M et al (2022) Recycling of olive pomace bottom ash (by-product of the clay brick industry) for manufacturing sustainable fired clay bricks. SILICON 14:4849–4863. https://doi.org/10.1007/s12633-021-01279-x

    Article  Google Scholar 

  9. Sukmak P, Horpibulsuk S, Sukmak G et al (2021) Strength and microstructure of clay geopolymer non-load-bearing masonry units using fine-clay brick waste and palm oil fuel ash. J Mater Civ Eng 33:04021189. https://doi.org/10.1061/(asce)mt.1943-5533.0003733

    Article  Google Scholar 

  10. Ministry of Environment and Forests (MoEF) (2006) The Gazette of India Extraordinary Part-I—Section-1. 1–17

  11. Dheeraj CAA, Maithel, (2012) Low carbon and resource efficient technology: scaling up of fly ash brick technology in India. Sci Ind Res 63:156–162

    Google Scholar 

  12. Maithel S (2013) Final report evaluating energy conservation potential of brick production in India A Report Prepared for the SAARC Energy Centre, Islamabad by Sameer Maithel Greentech Knowledge Solutions Pvt Ltd ., New Delhi March 2013 Table of Contents. SAARC Energy Centre, Islamabad

  13. Central Electricity Authority (2019) Report on fly ash generation at coal/lignite based thermal power stations and its utilization in the country for the year 2018–2019. New Delhi

  14. Maithel S (2003) Energy utilisation in brick kilns

  15. Abdellatief M, Elemam WE, Alanazi H, Tahwia AM (2023) Production and optimization of sustainable cement brick incorporating clay brick wastes using response surface method. Ceram Int 49:9395–9411. https://doi.org/10.1016/j.ceramint.2022.11.144

    Article  Google Scholar 

  16. Al-Fakih A, Mohammed BS, Liew MS, Nikbakht E (2019) Incorporation of waste materials in the manufacture of masonry bricks: an update review. J Build Eng 21:37–54. https://doi.org/10.1016/j.jobe.2018.09.023

    Article  Google Scholar 

  17. Ahmad M, Rashid K, Hameed R, et al (2022) Physico-mechanical performance of fly ash based geopolymer brick: Influence of pressure–temperature–time. J Build Eng 50:104161. https://doi.org/10.1016/J.JOBE.2022.104161

  18. Abdellatief M, AL-Tam SM, Elemam WE, et al (2023) Development of ultra-high-performance concrete with low environmental impact integrated with metakaolin and industrial wastes. Case Stud Constr Mater 18:e01724. https://doi.org/10.1016/j.cscm.2022.e01724

  19. Alsaadawi MM, Amin M, Tahwia AM (2022) Thermal, mechanical and microstructural properties of sustainable concrete incorporating phase change materials. Constr Build Mater 356:129300. https://doi.org/10.1016/j.conbuildmat.2022.129300

  20. Tahwia AM, Abd Ellatief M, Heneigel AM, Abd Elrahman M (2022) Characteristics of eco-friendly ultra-high-performance geopolymer concrete incorporating waste materials. Ceram Int 48:19662–19674. https://doi.org/10.1016/j.ceramint.2022.03.103

    Article  Google Scholar 

  21. Tho-In T, Sata V, Boonserm K, Chindaprasirt P (2018) Compressive strength and microstructure analysis of geopolymer paste using waste glass powder and fly ash. J Clean Prod 172:2892–2898. https://doi.org/10.1016/j.jclepro.2017.11.125

    Article  Google Scholar 

  22. Zhuang XY, Chen L, Komarneni S et al (2016) Fly ash-based geopolymer: clean production, properties and applications. J Clean Prod 125:253–267. https://doi.org/10.1016/j.jclepro.2016.03.019

    Article  Google Scholar 

  23. Ma G, Li Z, Wang L, Bai G (2019) Micro-cable reinforced geopolymer composite for extrusion-based 3D printing. Mater Lett 235:144–147. https://doi.org/10.1016/j.matlet.2018.09.159

    Article  Google Scholar 

  24. Embong R, Kusbiantoro A, Shafiq N, Nuruddin MF (2016) Strength and microstructural properties of fly ash based geopolymer concrete containing high-calcium and water-absorptive aggregate. J Clean Prod 112:816–822. https://doi.org/10.1016/j.jclepro.2015.06.058

    Article  Google Scholar 

  25. Abdellatief M, Alanazi H, Radwan MKH, Tahwia AM (2022) Multiscale characterization at early ages of ultra-high performance geopolymer concrete. Polymers (Basel) 14:5504. https://doi.org/10.3390/polym14245504

    Article  Google Scholar 

  26. Raut AN, Murmu AL, Alomayri T (2023) Physico-Mechanical and thermal behavior of prolong heat Cured geopolymer blocks. Constr Build Mater 370:130309. https://doi.org/10.1016/j.conbuildmat.2023.130309

  27. Davidovits J Geopolymer Chemistry and Applications, 5th ed

  28. Davidovits J (1991) Geopolymers. J Therm Anal 37:1633–1656. https://doi.org/10.1007/BF01912193

    Article  Google Scholar 

  29. Youssef N, Rabenantoandro AZ, Dakhli Z et al (2019) Reuse of waste bricks: a new generation of geopolymer bricks. SN Appl Sci 1:1–10. https://doi.org/10.1007/s42452-019-1209-6

    Article  Google Scholar 

  30. Singh B, Ishwarya G, Gupta M, Bhattacharyya SK (2015) Geopolymer concrete: a review of some recent developments. Constr Build Mater 85:78–90. https://doi.org/10.1016/j.conbuildmat.2015.03.036

    Article  Google Scholar 

  31. Davidovits J (1994) High-alkali cements for 21st century concretes. In: “SP-144: concrete technology: past, present, and future.” American Concrete Institute

  32. Davidovits J (2013) Geopolymer cement a review. Geopolymer Science and Technics 1–11

  33. Meesala CR, Verma NK, Kumar S (2020) Critical review on fly-ash based geopolymer concrete. Struct Concr 21:1013–1028. https://doi.org/10.1002/suco.201900326

    Article  Google Scholar 

  34. Das SK, Shrivastava S (2020) Siliceous fly ash and blast furnace slag based geopolymer concrete under ambient temperature curing condition. Struct Concr. https://doi.org/10.1002/suco.201900201

  35. Zhang L, Zhai J (2021) Application of response surface methodology to optimize alkali-activated slag mortar with limestone powder and glass powder. Struct Concr 22:E430–E441. https://doi.org/10.1002/suco.202000018

    Article  Google Scholar 

  36. Lecomte I, Liégeois M, Rulmont A et al (2003) Synthesis and characterization of new inorganic polymeric composites based on kaolin or white clay and on ground-granulated blast furnace slag. J Mater Res 18:2571–2579. https://doi.org/10.1557/JMR.2003.0360

    Article  Google Scholar 

  37. van Jaarsveld JGS, van Deventer JSJ, Lukey GC (2002) The effect of composition and temperature on the properties of fly ash- and kaolinite-based geopolymers. Chem Eng J 89:63–73. https://doi.org/10.1016/S1385-8947(02)00025-6

    Article  Google Scholar 

  38. Ahmad M, Rashid K, Tariq Z, Ju M (2021) Utilization of a novel artificial intelligence technique (ANFIS) to predict the compressive strength of fly ash-based geopolymer. Constr Build Mater 301:124251. https://doi.org/10.1016/j.conbuildmat.2021.124251

  39. Gavali HR, Ralegaonkar RV (2020) Design development of sustainable alkali-activated bricks. J Build Eng 30:101302. https://doi.org/10.1016/j.jobe.2020.101302

  40. Sakhare VV, Ralegaonkar RV (2016) Use of bio-briquette ash for the development of bricks. J Clean Prod 112:684–689. https://doi.org/10.1016/j.jclepro.2015.07.088

    Article  Google Scholar 

  41. Gupta V, Siddique S, Chaudhary S (2021) Optimum mixing sequence and moisture content for hydrated lime fl y ash bricks. J Clean Prod 285:124859. https://doi.org/10.1016/j.jclepro.2020.124859

  42. Arıöz Ö, Kilinç K, Tuncan M, et al (2010) Physical, mechanical and micro-structural properties of F type fly-ash based geopolymeric bricks produced by pressure forming process, pp 69–74

  43. NTPC (2015) Chapter-6 Guidlines for manufacture of fly ash bricks.pdf

  44. Guler R, Patla P, Hess TR et al (1995) Properties of fly-ash bricks produced for environmental applications. J Environ Sci Health Part A Environ Sci Eng Toxicol 30:505–524. https://doi.org/10.1080/10934529509376214

    Article  Google Scholar 

  45. Ahmari S, Zhang L (2012) Production of eco-friendly bricks from copper mine tailings through geopolymerization. Constr Build Mater 29:323–331. https://doi.org/10.1016/j.conbuildmat.2011.10.048

    Article  Google Scholar 

  46. Ahmari S, Zhang L (2013) Durability and leaching behavior of mine tailings-based geopolymer bricks. Constr Build Mater 44:743–750. https://doi.org/10.1016/j.conbuildmat.2013.03.075

    Article  Google Scholar 

  47. Shi C, Roy D, Krivenko P (2003) Alkali-activated cements and concretes. CRC Press

    Book  Google Scholar 

  48. Gavali HR, Bras A, Faria P, Ralegaonkar RV (2019) Development of sustainable alkali-activated bricks using industrial wastes. Constr Build Mater 215:180–191. https://doi.org/10.1016/j.conbuildmat.2019.04.152

    Article  Google Scholar 

  49. Reig L, Tashima MM, Borrachero MV et al (2013) Properties and microstructure of alkali-activated red clay brick waste. Constr Build Mater 43:98–106. https://doi.org/10.1016/j.conbuildmat.2013.01.031

    Article  Google Scholar 

  50. Ibrahim M, Maslehuddin M (2021) An overview of factors influencing the properties of alkali-activated binders. J Clean Prod 286:124972. https://doi.org/10.1016/J.JCLEPRO.2020.124972

  51. Najm O, El-Hassan H, El-Dieb A (2022) Optimization of alkali-activated ladle slag composites mix design using taguchi-based TOPSIS method. Constr Build Mater 327:126946. https://doi.org/10.1016/j.conbuildmat.2022.126946

  52. Sajan P, Jiang T, Lau C, et al (2021) Combined effect of curing temperature, curing period and alkaline concentration on the mechanical properties of fly ash-based geopolymer. Clean Mater 1:100002. https://doi.org/10.1016/j.clema.2021.100002

  53. Perez-Cortes P, Escalante-Garcia JI (2020) Design and optimization of alkaline binders of limestone-metakaolin—a comparison of strength, microstructure and sustainability with portland cement and geopolymers. J Clean Prod 273:123118. https://doi.org/10.1016/J.JCLEPRO.2020.123118

  54. Zaharaki D, Galetakis M, Komnitsas K (2016) Valorization of construction and demolition (C&D) and industrial wastes through alkali activation. Constr Build Mater. https://doi.org/10.1016/j.conbuildmat.2016.06.051

    Article  Google Scholar 

  55. Das SK, Shrivastava S (2021) Influence of molarity and alkali mixture ratio on ambient temperature cured waste cement concrete based geopolymer mortar. Constr Build Mater 301:124380. https://doi.org/10.1016/j.conbuildmat.2021.124380

  56. Shi X, Zhang C, Wang X, et al (2022) Response surface methodology for multi-objective optimization of fly ash-GGBS based geopolymer mortar. Constr Build Mater 315:125644. https://doi.org/10.1016/J.CONBUILDMAT.2021.125644

  57. de Azevedo ARG, Marvila MT, Ali M, et al (2021) Effect of the addition and processing of glass polishing waste on the durability of geopolymeric mortars. Case Stud Constr Mater 15:e00662. https://doi.org/10.1016/j.cscm.2021.e00662

  58. Huseien GF, Ismail M, Khalid NHA et al (2018) Compressive strength and microstructure of assorted wastes incorporated geopolymer mortars: effect of solution molarity. Alex Eng J 57:3375–3386. https://doi.org/10.1016/j.aej.2018.07.011

    Article  Google Scholar 

  59. Zhu P, Hua M, Liu H, et al (2020) Interfacial evaluation of geopolymer mortar prepared with recycled geopolymer fine aggregates. Constr Build Mater 259:119849. https://doi.org/10.1016/j.conbuildmat.2020.119849

  60. Khater HM, Abd el Gawaad HA (2016) Characterization of alkali activated geopolymer mortar doped with MWCNT. Constr Build Mater 102:329–337. https://doi.org/10.1016/j.conbuildmat.2015.10.121

    Article  Google Scholar 

  61. Mermerdaş K, Algın Z, Oleiwi SM, Nassani DE (2017) Optimization of lightweight GGBFS and FA geopolymer mortars by response surface method. Constr Build Mater 139:159–171. https://doi.org/10.1016/J.CONBUILDMAT.2017.02.050

    Article  Google Scholar 

  62. Adam AA, Horianto XXX (2014) The effect of temperature and duration of curing on the strength of fly ash based geopolymer mortar. Procedia Eng 95:410–414. https://doi.org/10.1016/j.proeng.2014.12.199

    Article  Google Scholar 

  63. Huseien GF, Mirza J, Ismail M, Hussin MW (2016) Influence of different curing temperatures and alkali activators on properties of GBFS geopolymer mortars containing fly ash and palm-oil fuel ash. Constr Build Mater 125:1229–1240. https://doi.org/10.1016/j.conbuildmat.2016.08.153

    Article  Google Scholar 

  64. Goren AY, Recepoğlu YK, Khataee A (2022) Language of response surface methodology as an experimental strategy for electrochemical wastewater treatment process optimization. In: Artificial intelligence and data science in environmental sensing. Elsevier, pp 57–92

  65. Jahan A, Edwards KL, Bahraminasab M (2016) Multiple objective decision-making for material and geometry design. In: Multi-criteria decision analysis for supporting the selection of engineering materials in product design. Elsevier, pp 127–146

  66. Zulkernain NH, Gani P, Ng CC, Uvarajan T (2022) Optimisation of mixed proportion for cement brick containing plastic waste using response surface methodology (RSM). Innov Infrastruct Solut 7:183. https://doi.org/10.1007/s41062-022-00786-z

    Article  Google Scholar 

  67. Mongomery DC (2017) Montgomery: design and analysis of experiments. John Wiley & Sons

  68. Najafpoor AA, Nemati Sani O, Alidadi H, et al (2019) Optimization of ciprofloxacin adsorption from synthetic wastewaters using γ-Al2O3 nanoparticles: an experimental design based on response surface methodology. Colloid Interface Sci Commun 33:100212. https://doi.org/10.1016/j.colcom.2019.100212

  69. Akar T, Turkyilmaz S, Celik S, Akar ST (2016) Treatment design and characteristics of a biosorptive decolourization process by a green type sorbent. J Clean Prod 112:4844–4853. https://doi.org/10.1016/j.jclepro.2015.06.049

    Article  Google Scholar 

  70. Naeeni STO, Rahmani Firozjaei M, Hajebi Z, Akbari H (2023) Investigation of the performance of the response surface method to optimize the simulations of hydraulic phenomena. Innov Infrastruct Solut 8:10. https://doi.org/10.1007/s41062-022-00977-8

    Article  Google Scholar 

  71. Turkane SD, Chouksey SK (2022) Application of response surface method for optimization of stabilizer dosages in soil stabilization. Innov Infrastruct Solut 7:106. https://doi.org/10.1007/s41062-021-00704-9

    Article  Google Scholar 

  72. ASTM C618-22 Standard Specification for Coal Fly Ash and Raw or Calcined Natural Pozzolan for Use in Concrete

  73. IS 3812 (Part 1) : 2013 (2013) Pulverized fuel ash—specification

  74. IS 383:2016 (2016) Coarse and Fine Aggregate for Concrete. New Delhi, India: BIS 1–21

  75. IS 14212:1995 Sodium and Potassium silicates methods of test

  76. Martinez-Conesa EJ, Egea JA, Miguel V et al (2017) Optimization of geometric parameters in a welded joint through response surface methodology. Constr Build Mater 154:105–114. https://doi.org/10.1016/j.conbuildmat.2017.07.163

    Article  Google Scholar 

  77. Kockal NU, Ozturan T (2011) Optimization of properties of fly ash aggregates for high-strength lightweight concrete production. Mater Des 32:3586–3593. https://doi.org/10.1016/j.matdes.2011.02.028

    Article  Google Scholar 

  78. IS 3495(Part1):1992 Methods of tests of burnt clay building bricks

  79. IS: 12894 : 2002 (2002) Pulverized Fuel Ash-Lime Bricks

  80. IS 3495(Part 2):1992 Methods of tests of burnt clay building bricks

  81. ASTM C20-00(2022) Standard test methods for apparent porosity, water absorption, apparent specific gravity, and bulk density of burned refractory brick and shapes by boiling water

  82. IS 3495 (Part 3):1992 Methods of tests of burnt clay building bricks

  83. IS 4860:1968 Specification for acid-resistant bricks

  84. IS 4139:1989 Calcium silicate bricks—specification

  85. Saxena R, Siddique S, Gupta T et al (2018) Impact resistance and energy absorption capacity of concrete containing plastic waste. Constr Build Mater 176:415–421. https://doi.org/10.1016/j.conbuildmat.2018.05.019

    Article  Google Scholar 

  86. Searle AB (1934) The chemistry and physics of clays: and other ceramic materials. Nature 134:201–201. https://doi.org/10.1038/134201a0

    Article  Google Scholar 

  87. Rezaee Javan A, Seifi H, Xu S et al (2017) The impact behaviour of plate-like assemblies made of new interlocking bricks: an experimental study. Mater Des 134:361–373. https://doi.org/10.1016/j.matdes.2017.08.056

    Article  Google Scholar 

  88. Lv X, Qin Y, Lin Z et al (2020) Inhibition of efflorescence in Na-based geopolymer inorganic coating. ACS Omega 5:14822–14830. https://doi.org/10.1021/acsomega.0c01919

    Article  Google Scholar 

  89. Najafi Kani E, Allahverdi A, Provis JL (2012) Efflorescence control in geopolymer binders based on natural pozzolan. Cem Concr Compos 34:25–33. https://doi.org/10.1016/J.CEMCONCOMP.2011.07.007

    Article  Google Scholar 

  90. Longhi MA, Zhang Z, Rodríguez ED, Kirchheim AP (2019) Efflorescence of alkali-activated cements (geopolymers) and the impacts on material structures : a critical analysis. 6:1–13. https://doi.org/10.3389/fmats.2019.00089

  91. Lloyd RR, Provis JL, van Deventer JSJ (2010) Cement and Concrete Research Pore solution composition and alkali diffusion in inorganic polymer cement. Cem Concr Res 40:1386–1392. https://doi.org/10.1016/j.cemconres.2010.04.008

    Article  Google Scholar 

  92. Abdulredha MM, Hussain SA, Abdullah LC (2020) Optimization of the demulsification of water in oil emulsion via non-ionic surfactant by the response surface methods. J Pet Sci Eng 184:106463. https://doi.org/10.1016/j.petrol.2019.106463

  93. Rihan Maaze M, Shrivastava S (2023) Design development of sustainable brick-waste geopolymer brick using full factorial design methodology. Constr Build Mater 370:130655. https://doi.org/10.1016/j.conbuildmat.2023.130655

  94. Liu J, Li X, Lu Y, Bai X (2020) Effects of Na/Al ratio on mechanical properties and microstructure of red mud-coal metakaolin geopolymer. Constr Build Mater 263:120653. https://doi.org/10.1016/j.conbuildmat.2020.120653

  95. Sood D, Hossain KMA (2021) Strength, shrinkage and early age characteristics of one-part alkali-activated binders with high-calcium industrial wastes, solid reagents and fibers. J Compos Sci. https://doi.org/10.3390/jcs5120315

  96. Dombrowski K, Buchwald A, Weil M (2007) The influence of calcium content on the structure and thermal performance of fly ash based geopolymers. J Mater Sci 42:3033–3043. https://doi.org/10.1007/s10853-006-0532-7

    Article  Google Scholar 

  97. Guo X, Shi H, Dick WA (2010) Compressive strength and microstructural characteristics of class C fly ash geopolymer. Cem Concr Compos 32:142–147. https://doi.org/10.1016/j.cemconcomp.2009.11.003

    Article  Google Scholar 

  98. Nath SK, Kumar S (2020) Role of particle fineness on engineering properties and microstructure of fly ash derived geopolymer. Constr Build Mater 233:117294. https://doi.org/10.1016/j.conbuildmat.2019.117294

  99. Rodríguez ED, Bernal SA, Provis JL et al (2013) Effect of nanosilica-based activators on the performance of an alkali-activated fly ash binder. Cem Concr Compos 35:1–11. https://doi.org/10.1016/j.cemconcomp.2012.08.025

    Article  Google Scholar 

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Acknowledgements

The authors would like to thank Material Research Centre, MNIT Jaipur and National Centre for Earth Science Studies Thiruvananthapuram for providing necessary support in conducting microstructural properties (SEM-EDX, TGA, XRD, PSA and WD-XRF) of specimens and sample.

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MRM done experimental investigation, conceptualization, methodology, writing—original draft. SS performed conceptualization, supervision, writing—review & editing.

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Correspondence to Sandeep Shrivastava.

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Maaze, M.R., Shrivastava, S. Process parameter design approach for pressed fly ash geopolymer brick using Box–Behnken design: influence of forming pressure, sand-to-precursor ratio and liquid-to-solid content. Innov. Infrastruct. Solut. 8, 116 (2023). https://doi.org/10.1007/s41062-023-01085-x

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