Skip to main content
Top
Published in: Journal of Material Cycles and Waste Management 4/2023

22-04-2023 | ORIGINAL ARTICLE

Novel grey-vector optimization of desiccation-induced shrinkage and strength of industrial waste-based soil-composite binder as sustainable construction material

Authors: Donald Chimobi Nwonu, Michael Ebie Onyia

Published in: Journal of Material Cycles and Waste Management | Issue 4/2023

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Infrastructural development geared towards sustainable cities and communities requires the adoption of sustainable construction materials. As a contribution towards this, optimization of the unconfined compressive strength (UCS) and desiccation-induced shrinkage (DS) behavior of expansive soil stabilized with alkali-activated waste materials was executed. A novel approach was applied for the multiple characteristics optimization of the developed industrial waste-based soil-composite binder for use in construction. Laboratory experiments were done employing Taguchi design and considering several process parameters. The outcome of the single response optimization based on Taguchi signal-to-noise ratio (SN) analysis resulted in conflicting optimal levels for the UCS and DS. Hence, a novel multi-response optimization was applied to concurrently optimize the UCS and DS based on grey-vector analysis (GVA). The outcome of the GVA identified the greatest factor effects on the vector resultant to be waste quantity, type and preparation method. The new method was compared with the renowned Taguchi-grey relational analysis and was found to be more computationally efficient, in addition to matched performance based on Euclidean distance between the optimal solutions. Thus, the new method can serve construction engineers in development of alkali-activated waste-treated soil as sustainable construction material for embankments and waste containment.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Coo JL, So ZP, Ng CW (2016) Effect of nanoparticles on the shrinkage properties of clay. Eng Geol 213:84–88CrossRef Coo JL, So ZP, Ng CW (2016) Effect of nanoparticles on the shrinkage properties of clay. Eng Geol 213:84–88CrossRef
2.
go back to reference Sawada M, Sumi Y, Mimura M (2021) Measuring desiccation-induced tensile cracking process. Soils Found 61:915CrossRef Sawada M, Sumi Y, Mimura M (2021) Measuring desiccation-induced tensile cracking process. Soils Found 61:915CrossRef
3.
go back to reference Stirling RA, Glendinning S, Davie CT (2017) Modelling the deterioration of the near surface caused by drying induced cracking. Appl Clay Sci 146:176–185CrossRef Stirling RA, Glendinning S, Davie CT (2017) Modelling the deterioration of the near surface caused by drying induced cracking. Appl Clay Sci 146:176–185CrossRef
4.
go back to reference Tang CS, Shi B, Liu C, Gao L, Inyang HI (2011) Experimental investigation of the desiccation cracking behavior of soil layers during drying. J Mater Civ Eng 23(6):873–878CrossRef Tang CS, Shi B, Liu C, Gao L, Inyang HI (2011) Experimental investigation of the desiccation cracking behavior of soil layers during drying. J Mater Civ Eng 23(6):873–878CrossRef
5.
go back to reference Soltani A, Taheri A, Khatibi M, Estabragh AR (2017) Swelling potential of a stabilised expansive soil: a comparative experimental study. Geotech Geol Eng 35:1717CrossRef Soltani A, Taheri A, Khatibi M, Estabragh AR (2017) Swelling potential of a stabilised expansive soil: a comparative experimental study. Geotech Geol Eng 35:1717CrossRef
6.
go back to reference Nwonu DC, Ikeagwuani CC (2019) Evaluating the effect of agro-based admixture on lime-treated expansive soil for subgrade material. Int J Pavement Eng 22(1–15):2019 Nwonu DC, Ikeagwuani CC (2019) Evaluating the effect of agro-based admixture on lime-treated expansive soil for subgrade material. Int J Pavement Eng 22(1–15):2019
7.
go back to reference Ikeagwuani CC, Nwonu DC (2020) Application of fuzzy logic and grey based Taguchi approach for additives optimization in expanisve soil treatment. Road Mater Pavement Des 23:849–873CrossRef Ikeagwuani CC, Nwonu DC (2020) Application of fuzzy logic and grey based Taguchi approach for additives optimization in expanisve soil treatment. Road Mater Pavement Des 23:849–873CrossRef
8.
go back to reference Ghazizade MJ, Safari E (2017) Analysis of desiccation crack depth in three compacted clay liners exposed to annual cycle of atmospheric conditions with and without a geotextile cover. J Geotech Geoenviron Eng 143(3):06016024-1–6CrossRef Ghazizade MJ, Safari E (2017) Analysis of desiccation crack depth in three compacted clay liners exposed to annual cycle of atmospheric conditions with and without a geotextile cover. J Geotech Geoenviron Eng 143(3):06016024-1–6CrossRef
9.
go back to reference Onyia ME, Agunwamba JC, Nwonu DC (2021) Hydraulic conductivity behaviour of expansive soil geopolymer binders. Arab J Geosci 14:503CrossRef Onyia ME, Agunwamba JC, Nwonu DC (2021) Hydraulic conductivity behaviour of expansive soil geopolymer binders. Arab J Geosci 14:503CrossRef
10.
go back to reference Qi S, Vanapalli SK (2015) Hydro-mechanical coupling effect on surficial layer stability of unsaturated expansive soil slopes. Comput Geotech 70:68–82CrossRef Qi S, Vanapalli SK (2015) Hydro-mechanical coupling effect on surficial layer stability of unsaturated expansive soil slopes. Comput Geotech 70:68–82CrossRef
11.
go back to reference Ikeagwuani CC, Nwonu DC (2021) Infuence of dilatancy behavior on the numerical modeling and prediction of slope stability of stabilized expansive soil slope. Arab J Sci Eng 46:11387CrossRef Ikeagwuani CC, Nwonu DC (2021) Infuence of dilatancy behavior on the numerical modeling and prediction of slope stability of stabilized expansive soil slope. Arab J Sci Eng 46:11387CrossRef
12.
go back to reference Ikeagwuani CC, Nwonu DC (2019) Emerging trends in expansive soil stabilisation: a review. J Rock Mech Geotech Eng 11:423–440CrossRef Ikeagwuani CC, Nwonu DC (2019) Emerging trends in expansive soil stabilisation: a review. J Rock Mech Geotech Eng 11:423–440CrossRef
13.
go back to reference Ahmed A, Naggar MH (2018) Effect of cyclic loading on the compressive strength of soil stabilized with bassanite - tire mixture. J Mater Cycles Waste Manag 20:525–532CrossRef Ahmed A, Naggar MH (2018) Effect of cyclic loading on the compressive strength of soil stabilized with bassanite - tire mixture. J Mater Cycles Waste Manag 20:525–532CrossRef
14.
go back to reference Aydin K, Sivrikaya O, Uysal F (2020) Effects of curing time and freeze-thaw cycle on strength of soils with high plasticity stabilized by waste marble powder. J Mater Cycle Waste Manag 22:1459CrossRef Aydin K, Sivrikaya O, Uysal F (2020) Effects of curing time and freeze-thaw cycle on strength of soils with high plasticity stabilized by waste marble powder. J Mater Cycle Waste Manag 22:1459CrossRef
15.
go back to reference Ural N, Karakurt C, Comert T (2014) Influence of marble wastes on soil improvement and concrete production. J Mater Cycles Waste Manag 16:500–508CrossRef Ural N, Karakurt C, Comert T (2014) Influence of marble wastes on soil improvement and concrete production. J Mater Cycles Waste Manag 16:500–508CrossRef
16.
go back to reference Srivastava A, Pandey S, Rana J (2014) Use of shredded tire waste in improving the geotechnical properties of expansive black cotton soil. Geomech Geoengin Int J 9(4):303–311CrossRef Srivastava A, Pandey S, Rana J (2014) Use of shredded tire waste in improving the geotechnical properties of expansive black cotton soil. Geomech Geoengin Int J 9(4):303–311CrossRef
17.
go back to reference Shahbazi M, Rowshanzamir M, Abtahi SM, Hejazi SM (2017) Optimization of carpet waste fibres and steel slag particles to reinforce expansive soil using response surface methodology. Appl Clay Sci 142(15):185–192CrossRef Shahbazi M, Rowshanzamir M, Abtahi SM, Hejazi SM (2017) Optimization of carpet waste fibres and steel slag particles to reinforce expansive soil using response surface methodology. Appl Clay Sci 142(15):185–192CrossRef
18.
go back to reference Nwonu DC, Ikeagwuani CC (2021) Microdust effect on the physical condition and microstructure of tropical black clay. Int J Pavement Res Technol 14:73–84CrossRef Nwonu DC, Ikeagwuani CC (2021) Microdust effect on the physical condition and microstructure of tropical black clay. Int J Pavement Res Technol 14:73–84CrossRef
19.
go back to reference Murmu AL, Dhole N, Patel A (2020) Stabilisation of black cotton soil for subgrade application using fly ash geopolymer. Road Mater Pavement Des 21(3):867–885CrossRef Murmu AL, Dhole N, Patel A (2020) Stabilisation of black cotton soil for subgrade application using fly ash geopolymer. Road Mater Pavement Des 21(3):867–885CrossRef
20.
go back to reference Nwonu DC, Mama CN (2021) Delineating the aptness of improved geomaterial strength for ground improvement through microstructure and cluster analysis. Indian Geotech J 51:1151CrossRef Nwonu DC, Mama CN (2021) Delineating the aptness of improved geomaterial strength for ground improvement through microstructure and cluster analysis. Indian Geotech J 51:1151CrossRef
21.
go back to reference Murmu AL, Jain A, Patel A (2019) Mechanical properties of alkali activated fly ash geopolymer stabilized expansive clay. KSCE J Civ Eng 23(9):3875–3888CrossRef Murmu AL, Jain A, Patel A (2019) Mechanical properties of alkali activated fly ash geopolymer stabilized expansive clay. KSCE J Civ Eng 23(9):3875–3888CrossRef
22.
go back to reference Sukmak P, Horpibulsuk S, Shen SL (2013) Strength development in clay-fly ash geopolymer. Constr Build Mater 40:566–574CrossRef Sukmak P, Horpibulsuk S, Shen SL (2013) Strength development in clay-fly ash geopolymer. Constr Build Mater 40:566–574CrossRef
23.
go back to reference Leong HY, Ong DL, Sanjayan JG, Nazari A (2018) Strength development of soil-fly ash geopolymer: assessment of soil, flyash, alkali activators, and water. J Mater Civ Eng 30(8):04018171CrossRef Leong HY, Ong DL, Sanjayan JG, Nazari A (2018) Strength development of soil-fly ash geopolymer: assessment of soil, flyash, alkali activators, and water. J Mater Civ Eng 30(8):04018171CrossRef
24.
go back to reference Yaghoubi M, Arulrajah A, Disfani MM, Horpibulsuk S, Bo WM, Darmawan S (2018) Effects of industrial by-product based geopolymers on the strength developemnt of a soft soil. Soils Found 58:716–728CrossRef Yaghoubi M, Arulrajah A, Disfani MM, Horpibulsuk S, Bo WM, Darmawan S (2018) Effects of industrial by-product based geopolymers on the strength developemnt of a soft soil. Soils Found 58:716–728CrossRef
25.
go back to reference Nwonu DC (2021) Exploring soil geopolymer technology in soft ground improvement: a brief excursion. Arab J Geosci 14(460):1–20 Nwonu DC (2021) Exploring soil geopolymer technology in soft ground improvement: a brief excursion. Arab J Geosci 14(460):1–20
26.
go back to reference Olivia M, Nikraz H (2012) Properties of fly ash geopolymer concrete designed by Taguchi method. Mater Des 36:191–198CrossRef Olivia M, Nikraz H (2012) Properties of fly ash geopolymer concrete designed by Taguchi method. Mater Des 36:191–198CrossRef
27.
go back to reference Bagheri A, Nazari A (2014) Compressive strength of high strength class C fly ash-based geopolymers with reactive granulated blast furnace slag aggregates designed by taguchi method. Mater Des 54:483–490CrossRef Bagheri A, Nazari A (2014) Compressive strength of high strength class C fly ash-based geopolymers with reactive granulated blast furnace slag aggregates designed by taguchi method. Mater Des 54:483–490CrossRef
29.
go back to reference Roy RK (2001) Design of experiments using the Taguchi approach; 16 steps to product and process improvement. John Wiley & Sons. Inc, New York Roy RK (2001) Design of experiments using the Taguchi approach; 16 steps to product and process improvement. John Wiley & Sons. Inc, New York
30.
go back to reference Kumar A, Soni DK (2019) Effect of calcium and chloride based stabilizer on plastic properties of fine grained soil. Int J Pavement Res Technol 12:537–545CrossRef Kumar A, Soni DK (2019) Effect of calcium and chloride based stabilizer on plastic properties of fine grained soil. Int J Pavement Res Technol 12:537–545CrossRef
31.
go back to reference Lafifi B, Rouaiguia A, Boumazza N (2019) Optimization of geotechnical parameters using Taguchi’s design of experiment (DOE), RSM and desirability function. Innovative Infrastructure Solutions 4(35):1–12 Lafifi B, Rouaiguia A, Boumazza N (2019) Optimization of geotechnical parameters using Taguchi’s design of experiment (DOE), RSM and desirability function. Innovative Infrastructure Solutions 4(35):1–12
32.
go back to reference Bak HM, Halabian AM, Hashemolhosseini H, Rowshanzamir M (2021) Axial response and material efficiency of tapered helical piles. J Rock Mech Geotech Eng 13:176–187CrossRef Bak HM, Halabian AM, Hashemolhosseini H, Rowshanzamir M (2021) Axial response and material efficiency of tapered helical piles. J Rock Mech Geotech Eng 13:176–187CrossRef
33.
go back to reference Ikeagwuani CC, Nwonu DC (2021) Multi-additive optimization for expansive soil treatment using grey-super-efficiency model integrated in Taguchi method. Indian Geotechnical JournalCrossRef Ikeagwuani CC, Nwonu DC (2021) Multi-additive optimization for expansive soil treatment using grey-super-efficiency model integrated in Taguchi method. Indian Geotechnical JournalCrossRef
34.
go back to reference Kundu J, Singh H (2016) Friction stir welding: multi-response optimisation using Taguchi-based GRA. Prod Manuf Res 4(1):228–241 Kundu J, Singh H (2016) Friction stir welding: multi-response optimisation using Taguchi-based GRA. Prod Manuf Res 4(1):228–241
35.
go back to reference Nwonu DC (2020) Development and application of expansive soil geopolymer binders, Unpublished MEng. Thesis, University of Nigeria Nsukka Nwonu DC (2020) Development and application of expansive soil geopolymer binders, Unpublished MEng. Thesis, University of Nigeria Nsukka
36.
go back to reference Daniel DE, Wu YK (1993) Compacted clay liners and covers for arid sites. J Geotech Eng 119:223–237CrossRef Daniel DE, Wu YK (1993) Compacted clay liners and covers for arid sites. J Geotech Eng 119:223–237CrossRef
37.
go back to reference Osinubi KJ, Nwaiwu CM (2006) Design of compacted lateritic soil liners and covers. J Geotech Geoenviron Eng 132:203–213CrossRef Osinubi KJ, Nwaiwu CM (2006) Design of compacted lateritic soil liners and covers. J Geotech Geoenviron Eng 132:203–213CrossRef
38.
go back to reference Ikeagwuani CC, Agunwamba JC, Nwankwo CM, Eneh M (2020) Addtives optimization for expansive soil subgrade modification based on Taguchi grey relational analysis. Int J Pavement Res Technol 14:138–152CrossRef Ikeagwuani CC, Agunwamba JC, Nwankwo CM, Eneh M (2020) Addtives optimization for expansive soil subgrade modification based on Taguchi grey relational analysis. Int J Pavement Res Technol 14:138–152CrossRef
39.
go back to reference Guo X, Wu Y (2017) Characterizing molecular structure of water adsorbed by cellulose nanofiber film using in situ micro-FTIR spectroscopy. J Wood Chem Technol 37:383–392CrossRef Guo X, Wu Y (2017) Characterizing molecular structure of water adsorbed by cellulose nanofiber film using in situ micro-FTIR spectroscopy. J Wood Chem Technol 37:383–392CrossRef
40.
go back to reference Pourakbar S, Asadi A, Huat BK, Cristelo N, Fasihnikoutalab MH (2016) Application of alkai-activated agro-waste reinforced with Wallastonite fibers in soil stabilization. J Mater Civ Eng 29:04016206 CrossRef Pourakbar S, Asadi A, Huat BK, Cristelo N, Fasihnikoutalab MH (2016) Application of alkai-activated agro-waste reinforced with Wallastonite fibers in soil stabilization. J Mater Civ Eng 29:04016206 CrossRef
41.
go back to reference Criado M, Palomo A, Fernandez-Jimenez A (2005) Alkai activation of fly ashes. Part 1: effect of curing conditions on the carbonation of the reaction products. Fuel 84:2048–2054CrossRef Criado M, Palomo A, Fernandez-Jimenez A (2005) Alkai activation of fly ashes. Part 1: effect of curing conditions on the carbonation of the reaction products. Fuel 84:2048–2054CrossRef
42.
go back to reference Nenadovic SS, Kljajevic LM, Nesic MA, Petkivic MZ, Trivunac KV, Pavlovic VB (2017) Structure analysis of geopolymers synthesized from clay originated from Serbia. Env Earth Sci 76:79CrossRef Nenadovic SS, Kljajevic LM, Nesic MA, Petkivic MZ, Trivunac KV, Pavlovic VB (2017) Structure analysis of geopolymers synthesized from clay originated from Serbia. Env Earth Sci 76:79CrossRef
43.
go back to reference Sharma LK, Sirdesai NN, Sharma KM, Singh TN (2017) Experimental study to examine the independent roles of lime and cement on the stabilization of a mountain soil. Appl Clay Sci 152:183–195CrossRef Sharma LK, Sirdesai NN, Sharma KM, Singh TN (2017) Experimental study to examine the independent roles of lime and cement on the stabilization of a mountain soil. Appl Clay Sci 152:183–195CrossRef
Metadata
Title
Novel grey-vector optimization of desiccation-induced shrinkage and strength of industrial waste-based soil-composite binder as sustainable construction material
Authors
Donald Chimobi Nwonu
Michael Ebie Onyia
Publication date
22-04-2023
Publisher
Springer Japan
Published in
Journal of Material Cycles and Waste Management / Issue 4/2023
Print ISSN: 1438-4957
Electronic ISSN: 1611-8227
DOI
https://doi.org/10.1007/s10163-023-01663-2

Other articles of this Issue 4/2023

Journal of Material Cycles and Waste Management 4/2023 Go to the issue