Application of AI in Environmental Protection: Corrosion and Biosorption

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dc.citation.epage142
dc.citation.issue118
dc.citation.rankM51
dc.citation.spage135
dc.citation.volume32
dc.contributor.authorZdravković, Milica
dc.contributor.authorMarković, Miljan
dc.contributor.authorMarković, Marina
dc.contributor.authorGrekulović, Vesna
dc.contributor.authorGorgievski, Milan
dc.contributor.authorŠtrbac, Nada
dc.contributor.authorBožinović, Kristina
dc.date.accessioned2025-07-14T07:51:47Z
dc.date.available2025-07-14T07:51:47Z
dc.date.issued2025
dc.description.abstractArtificial intelligence (AI) plays an important role in the field of scientific research. This paper aims to review theapplication of AI in corrosion and biosorption. The use of AI can advance the research process in terms of prediction,environmental and cost management, optimization and determination of the influence of parameters. Corrosion is a highlycomplex process that depends on many factors. Studying the interaction of these factors using AI enables better corrosioncontrol. By applying AI, it is possible to determine the diverse influence of factors under real conditions using the databaseof numerous researches. In addition to the prevention and monitoring of corrosion and biosorption processes, it is importantto focus the application of AI on environmentally friendly methods and chemicals. In this way, it is possible to identifycompounds and materials of natural origin that can serve as substitutes for toxic compounds for corrosion protection orheavy metal removal. The importance of using non-destructive methods and monitoring data in real time is particularlyemphasized, in order to avoid statistical errors. Optimization with the RSM method for corrosion and biosorption processesis widely used, determining process parameters where the best effect of corrosion protection and biosorption is achieve.
dc.description.sponsorshipThe research presented in this paper was donewith the financial support of the Ministry of Science,Technological Development and Innovation of theRepublic of Serbia, within the funding of thescientific research work at the University of Belgrade- Technical Faculty in Bor, according to the contractwith registration no. 451-03-137/2025-03/200131
dc.identifier.doi10.18485/ecologica.2025.32.118.7
dc.identifier.issn0354 – 3285
dc.identifier.urihttps://repozitorijum.tfbor.bg.ac.rs/handle/123456789/5983
dc.language.isoen
dc.publisherNaučno-stručno Društvo za zaštitu životne sredine Srbije ECOLOGICA
dc.rights.licenseARR
dc.rights.uriAll rights reserved
dc.sourceEcologica
dc.subjectAI
dc.subjectcorrosion
dc.subjectbiosorption
dc.subjectoptimization.
dc.titleApplication of AI in Environmental Protection: Corrosion and Biosorption
dc.typearticle
dc.type.versionpublishedVersion

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