Application of AI in Environmental Protection: Corrosion and Biosorption
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Date
2025
Authors
Zdravković, Milica
Marković, Miljan
Marković, Marina
Grekulović, Vesna
Gorgievski, Milan
Štrbac, Nada
Božinović, Kristina
Journal Title
Journal ISSN
Volume Title
Publisher
Naučno-stručno Društvo za zaštitu životne sredine Srbije ECOLOGICA
Source
Ecologica
Volume
32
Issue
118
Abstract
Artificial 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.
Description
Keywords
AI, corrosion, biosorption, optimization.
Citation
DOI
10.18485/ecologica.2025.32.118.7
Scopus
ISSN
0354 – 3285
ISBN
License
ARR