Artificial intelligence versus natural intelligence in mineral processing

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dc.authorid0000-0002-7770-7480
dc.contributor.authorÖzkan, Şafak Gökhan
dc.date.accessioned2024-04-23T17:27:17Z
dc.date.available2024-04-23T17:27:17Z
dc.date.issued2023
dc.departmentTAÜ, Fen Bilimleri Enstitüsü, Robotlar ve Akıllı Sistemler Ana Bilim Dalı Koleksiyonuen_US
dc.description.abstractThis article aims to introduce the terms NI-Natural Intelligence, AI-Artificial Intelligence, MLMachine Learning, DL-Deep Learning, ES-Expert Systems and etc. used by modern digital world to mining and mineral processing and to show the main differences between them. As well known, each scientific and technological step in mineral industry creates huge amount of raw data and there is a serious necessity to firstly classify them. Afterwards experts should find alternative solutions in order to get optimal results by using those parameters and relations between them using special simulation software platforms. Development of these simulation models for such complex operations is not only time consuming and lacks real time applicability but also requires integration of multiple software platforms, intensive process knowledge and extensive model validation. An example case study is also demonstrated and the results are discussed within the article covering the main inferences, comments and decision during NI use for the experimental parameters used in a flotation related postgraduate study and compares with possible AI use.
dc.identifier.citationÖzkan, Şafak G. (2023). Artificial intelligence versus natural intelligence in mineral processing. Physicochemical Problems of Mineral Processing, 59 (5).
dc.identifier.doi10.37190/ppmp/167501
dc.identifier.issn1643-1049
dc.identifier.issue5en_US
dc.identifier.scopus2-s2.0-85177225193
dc.identifier.urihttps://hdl.handle.net/20.500.12846/1136
dc.identifier.volume59en_US
dc.identifier.wosWOS:001245330700028
dc.indekslendigikaynakWeb of Science
dc.language.isoen
dc.publisherPhysicochemical Problems of Mineral Processing
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectNI-natural intelligenceen_US
dc.subjectAI-Artificial Intelligenceen_US
dc.subjectML-machine learningen_US
dc.subjectDL-deep learningen_US
dc.subjectES-expert systemsen_US
dc.subjectMineral processingen_US
dc.titleArtificial intelligence versus natural intelligence in mineral processing
dc.typeArticle

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