Prof Dr. Walter Barra Junior2025-04-222015SILVA, Waterloo Ferreira da; NOGUEIRA, Rildo de Mendonça; OLIVEIRA, Edson Farias de; SANTANA, Ádamo L.; TOSTES, Maria Emília de Lima; SOARES, Thiago Mota. Naive Bayes aplicados en el análisis de impactos armónicos en los sistemas eléctricos industriales. Belém: Universidade Federal do Pará, [s.d.].https://rigalileo.itegam.org.br/handle/123456789/1072This paper presents an analysis of harmonic current impacts in an industrial facility in the Manaus Industrial Zone using Naive Bayes classification, a data mining technique. The study measures total harmonic distortion (THDv) and identifies which production processes contribute most to power quality issues, particularly due to non-linear loads like switch-mode power supplies. The methodology includes power quality measurements and statistical analysis with dedicated software.pdf.Naive BayesHarmônicosMineração de dadosSistemas elétricos industriaisQualidade de energiaArtigoEngenharia Elétrica