Challenges of Artificial Intelligence and Machine Learning Software in Autonomous Vessels

Tutkimustuotos: Artikkeli kirjassa/raportissa/konferenssijulkaisussaKonferenssiartikkeliTieteellinen

10 Lataukset (Pure)

Abstrakti

The maritime industry is naturally more concerned with the mechanicaland marine engineering aspects of vessels, but the role of software is becomingmore and more prominent. Currently many software engineering challenges in themaritime domain are underestimated or remain unaddressed. This is also the casewhen considering safety of vessels, which is a prime concern for vessel trafficservices. In addition, with the growing use of artificial intelligence (AI) andmachine learning (ML) techniques for implementing autonomous behaviours in vessels,it is important to consider various challenges and safety hazards associatedwith the use of these technologies in the maritime industry. In this work, we highlightsome new safety hazards for using AI and ML for maritime operations and discusssome open challenges in designing, developing, testing, certifying, anddeploying AI and ML components for autonomous vessels.

AlkuperäiskieliEi tiedossa
OtsikkoProceedings of International Seminar on Safety and Security of Autonomous Vessels (ISSAV'19)
Sivut
TilaJulkaistu - 2021
OKM-julkaisutyyppiB3 Ei-soviteltu artikkeli konferenssin julkaisusarjassa
TapahtumaInternational Seminar on Safety and Security of Autonomous Vessels -
Kesto: 17 syyskuuta 2019 → …

Konferenssi

KonferenssiInternational Seminar on Safety and Security of Autonomous Vessels
LyhennettäISSAV
Ajanjakso17/09/19 → …

Keywords

  • Artificial intelligence
  • Autonomous systems
  • Machine learning

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