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Artificial intelligence in railways : Current applications, challenges, and ongoing research

De Donato, Lorenzo (författare)
Univ Naples Federico II, Italy,Department of Electrical Engineering and Information Technology, University of Naples Federico II, Naples, Italy
Tang, Ruifan (författare)
Institute for Transport Studies, University of Leeds, Leeds, UK
Besĭnović, Nikola (författare)
Faculty of Transport and Traffic Sciences “Friedrich List”, Technical University of Dresden, Dresden, Germany and Department of Transport and Planning, Delft University of Technology, Delft, the Netherlands
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Flammini, Francesco, Senior Lecturer, 1978- (författare)
Mälardalens universitet,Linnéuniversitetet,Institutionen för datavetenskap och medieteknik (DM),Mälardalen University, Sweden,Innovation och produktrealisering,Department of Computer Science and Media Technology, Linnaeus University, Växjö, Sweden
Goverde, Rob M.P. (författare)
Department of Transport and Planning, Delft University of Technology, Delft, the Netherlands
Lin, Zhiyuan (författare)
Institute for Transport Studies, University of Leeds, Leeds, UK
Liu, Ronghui (författare)
Institute for Transport Studies, University of Leeds, Leeds, UK
Marrone, Stefano (författare)
Univ Naples Federico II, Italy,Department of Electrical Engineering and Information Technology, University of Naples Federico II, Naples, Italy
Napoletano, Elena (författare)
Univ Naples Federico II, Italy,Department of Electrical Engineering and Information Technology, University of Naples Federico II, Naples, Italy
Nardone, Roberto (författare)
Department of Engineering, University of Naples “Parthenope”, Naples, Italy
Santini, Stefania (författare)
Univ Naples Federico II, Italy,Department of Electrical Engineering and Information Technology, University of Naples Federico II, Naples, Italy
Vittorini, Valeria (författare)
Univ Naples Federico II, Italy,Department of Electrical Engineering and Information Technology, University of Naples Federico II, Naples, Italy
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 (creator_code:org_t)
Edward Elgar Publishing, 2023
2023
Engelska.
Ingår i: Handbook on Artificial Intelligence and Transport. - : Edward Elgar Publishing. - 9781803929545 - 9781803929538 ; , s. 249-283
  • Bokkapitel (refereegranskat)
Abstract Ämnesord
Stäng  
  • This chapter presents applications, challenges, and opportunities for the integration of artificial intelligence in rail transport, based on the current results of the European project Roadmaps for AI integration in the rail sector (RAILS). Past and ongoing research directions are briefly outlined, and then the regulatory landscape is presented as well as the main barriers to overcome. Some technical aspects are addressed to provide some valuable references, and a high-level description of ongoing research work is given, spanning from innovative studies on smart maintenance, collision avoidance, delay prediction, and incident attribution analysis to visionary scenarios such as intelligent control and virtual coupling.

Ämnesord

NATURVETENSKAP  -- Data- och informationsvetenskap -- Datavetenskap (hsv//swe)
NATURAL SCIENCES  -- Computer and Information Sciences -- Computer Sciences (hsv//eng)
TEKNIK OCH TEKNOLOGIER  -- Elektroteknik och elektronik -- Datorsystem (hsv//swe)
ENGINEERING AND TECHNOLOGY  -- Electrical Engineering, Electronic Engineering, Information Engineering -- Computer Systems (hsv//eng)

Nyckelord

Computer Science
Datavetenskap

Publikations- och innehållstyp

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kap (ämneskategori)

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