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Universidade Estadual Paulista (UNESP). Campus de Botucatu. Faculdade de Ciências Agronômicas (FCA) (Institutional affiliation from the last research proposal) Birthplace: Brazil
Technician in Chemistry, formed by the State Technical School (ETEC)/City of the Book, in Lençóis Paulista, São Paulo, Brazil; Undergraduate student in Forest Engineering at the Universidade Estadual Paulista "Julio de Mesquita Filho" (UNESP), at the Faculdade de Ciências Agronômicas (FCA), Botucatu, São Paulo, Brazil; Scholarship student in the scientific initiation program of the Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP), since August 2022. Research developed on: Forest Engineering, Forest Operations, Mechanized Harvesting, Wood Harvesting, Cut-to-Length System, Harvester, Maintenance, Machine Learning. (Source: Lattes Curriculum)
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The accurate maintenance planning of self-propelled forest machines employed in wood harvesting can be carried out through the approach of statistical methods of machine learning, as it provides detailed analyzes from the processing of large volumes of data. That said, the objective will be to verify if the models generated by machine learning by classification, will reach precision for t…
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