Bio-inspired helicoidal hemp/basalt/polyurethane rubber bio-composites: Experimental, numerical and analytical ballistic impact study with residual velocity prediction using artificial neural network

dc.contributor.authorGowda, D.
dc.contributor.authorBhat, R.S.
dc.date.accessioned2026-02-03T13:20:55Z
dc.date.issued2024
dc.description.abstractRecent body armour trends emphasize mobility, flexibility, and cost reduction while maintaining ballistic effectiveness through the use of natural fiber composite. This study evaluates the ballistic impact performance of soft and hard armor using experimental, analytical, numerical, and machine learning methods. We developed a soft armor bio-composite using monolithic, hybrid, and helicoidal structured Hemp (H)/Basalt (B)/Polyurethane (PU) rubber and tested its V<inf>50</inf> ballistic limit according to Millitary-Standred-662 F. For hard armour, a multi-layer armor system (MAS) consisting of Al<inf>2</inf>O<inf>3</inf>/SiC ceramic, intermediate soft armour bio-composites, and an Aluminum (Al)-5052 plate backing was tested with armour-piercing bullets as per National Institute of Justice (NIJ)-0101.06 standards (Level IV). Soft armor performance was evaluated using macro-homogeneous finite element (FE), the Ipson-Retch analytical, and an Artificial Neural Network (ANN) regression model. Results showed minimal discrepancies from experimental data, with differences of 13.33 %, 12.08 %, and 8.08 % in V<inf>50</inf> ballistic limit. The mechanical and thermal behaviors of bio-composites were assessed using un-notched Charpy, FTIR, and TGA methods. Helicoidal laminates improved Charpy toughness by 9.44 %, 19.30 %, and 40.28 % compared to hybrid and monolithic ([H]<inf>15</inf> and [H]<inf>10</inf>) laminates, and exhibited lower weight reduction at high degradation temperature of 395.76 ?. Helicoidal laminates increased V<inf>50</inf> ballistic performance by 155.80 %, 76.22 %, and 16.61 % compared to [H]<inf>10</inf>, [H]<inf>15</inf>, and hybrid laminates, respectively. Due to spiral load distribution reduces stress concentration and enhanced the damage resistance of the laminate. Stand-alone soft armor demonstrates crater formation and radial cracks (petaling) due to fiber wedging and the shearing effect of a bullet. In conclusion, MAS revels a maximum back face deformation (BFD) of 18.06 mm. Al<inf>2</inf>O<inf>3</inf>/Helicoidal/Al-plate MAS reduced weight and cost by 69.21 %, and 233.72 % compared to Kevlar™-based MAS, promoting sustainable, lightweight, economical designs. Due to its higher fracture toughness and lower density, SiC ceramic in MAS provides lower trauma and further reduced weight compared to Al<inf>2</inf>O<inf>3</inf> ceramic. © 2024 Elsevier B.V.
dc.identifier.citationIndustrial Crops and Products, 2024, 222, , pp. -
dc.identifier.issn9266690
dc.identifier.urihttps://doi.org/10.1016/j.indcrop.2024.119600
dc.identifier.urihttps://idr.nitk.ac.in/handle/123456789/20749
dc.publisherElsevier B.V.
dc.subjectCharpy impact testing
dc.subjectHemp
dc.subjectHemp fibers
dc.subjectLaminated composites
dc.subjectNucleic acids
dc.subjectPiercing
dc.subjectReinforced plastics
dc.subjectShearing
dc.subjectStress concentration
dc.subjectArmour systems
dc.subjectArtificial neural network regression
dc.subjectBasalt fiber
dc.subjectBiocomposite
dc.subjectFinite element analyse
dc.subjectIpson-retch
dc.subjectMulti-layers
dc.subjectNeural-networks
dc.subjectPolyurathne rubber
dc.subjectSoft and hard armor
dc.subjectRubber
dc.subjectanalytical method
dc.subjectartificial neural network
dc.subjectbasalt
dc.subjectcomposite
dc.subjectexperimental study
dc.subjectfinite difference method
dc.subjectfoam
dc.subjectfracture toughness
dc.subjectnumerical method
dc.subjectregression analysis
dc.subjectrubber
dc.titleBio-inspired helicoidal hemp/basalt/polyurethane rubber bio-composites: Experimental, numerical and analytical ballistic impact study with residual velocity prediction using artificial neural network

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