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Språkvelger

Norsk

Bjørnar Brende Smestad

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Bjørnar Brende Smestad

PhD Candidate
Department of Marine Technology
Faculty of Engineering

bjornar.b.smestad@ntnu.no
Ålesund
ResearchGate Google Scholar Homepage
About Publications

About

CV

Studying the use of AIS data, which are ship operation reports containing information such as position and speed, to gain knowledge about the envovirement impact, the risk and the economics of ship traffic, especially in the arctic.

Competencies

  • AI
  • Python
  • arktis
  • big data
  • deep learning
  • fiskeri
  • logistikk
  • machine learning
  • optimalisering
  • risiko
  • shipping

Publications

  • Chronological
  • By category
  • See all publications in Cristin

2021

  • Rao, Prithvi S.; Kim, Ekaterina; Smestad, Bjørnar Brende; Asbjørnslett, Bjørn Egil; Bhattacharyya, Anirban. (2021) Predicting vessel speed in the Arctic without knowing ice conditions using AIS data and decision trees. Maritime Transport Research
    Academic article

2020

  • Kim, Ekaterina; Smestad, Bjørnar Brende; Asbjørnslett, Bjørn Egil. (2020) Predicting ship speeds in the Arctic using deep learning on historical AIS data. International Society of Offshore & Polar Engineers
    Academic chapter/article/Conference paper

2017

  • Smestad, Bjørnar Brende; Asbjørnslett, Bjørn Egil; Rødseth, Ørnulf Jan. (2017) Expanding the Possibilities of AIS Data with Heuristics. TransNav, International Journal on Marine Navigation and Safety of Sea Transportation
    Academic article

Journal publications

  • Rao, Prithvi S.; Kim, Ekaterina; Smestad, Bjørnar Brende; Asbjørnslett, Bjørn Egil; Bhattacharyya, Anirban. (2021) Predicting vessel speed in the Arctic without knowing ice conditions using AIS data and decision trees. Maritime Transport Research
    Academic article
  • Smestad, Bjørnar Brende; Asbjørnslett, Bjørn Egil; Rødseth, Ørnulf Jan. (2017) Expanding the Possibilities of AIS Data with Heuristics. TransNav, International Journal on Marine Navigation and Safety of Sea Transportation
    Academic article

Part of book/report

  • Kim, Ekaterina; Smestad, Bjørnar Brende; Asbjørnslett, Bjørn Egil. (2020) Predicting ship speeds in the Arctic using deep learning on historical AIS data. International Society of Offshore & Polar Engineers
    Academic chapter/article/Conference paper

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