Selaus tekijän mukaan kokoelmassa "Kuisma, Mikko"Tieteelliset julkaisut

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    • IoT Demonstration Platform for Education and Research 

      Nykyri, Mikko; Kuisma, Mikko; Kärkkäinen, Tommi J.; Hallikas, Jukka; Jäppinen, Janne; Korpinen, Katriina; Silventoinen, Pertti (IEEE, 30.01.2020)
      Internet of things (IoT) and digitalization of industries are changing the skills required from newly graduated engineers. To truly master these skills, they must be included in the curriculum, and a platform on which ...

    • Predictive Analytics in a Pulp Mill using Factory Automation Data—Hidden Potential 

      Nykyri, Mikko; Kuisma, Mikko; Kärkkäinen, Tommi; Hallikas, Jukka; Junkkari, Tero; Kerkelä, Kari; Puustinen, Jouko; Myrberg, Jesse (IEEE, 30.01.2020)
      Industrial automation systems have collected vast amounts of data for years. Data analytics and machine learning can be used to reveal different phenomena and anomalies, which may be otherwise impossible to see. However, ...