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TMALL 0145 Presentation Widescreen v 1.0
Source: World Travel & Tourism Council https://www.hotelbusiness.com/delo itte-hoteliers-should-plan-ahead/
2019 Linkping, Sweden TMALL 0145 Presentation Widescreen v 1.0 - - PowerPoint PPT Presentation
2019 Linkping, Sweden TMALL 0145 Presentation Widescreen v 1.0 - - PowerPoint PPT Presentation
Fourth Stream Reasoning Workshop 17 April 2019 Linkping, Sweden TMALL 0145 Presentation Widescreen v 1.0 Daniel Jakobsson Source: World Travel & Tourism Council https://www.hotelbusiness.com/delo itte-hoteliers-should-plan-ahead/ We
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We help to develop society
Source: Trafikverkets Bildarkiv
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Our vision, Everybody arrives smoothly, the green and safe way
smoothly safe green
Source: Trafikverkets Bildarkiv
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Brief data on the Swedish Transport Administration
Director-General
Business volume in 2017
55 400 000 000
7 500 employees, 150 occupations
Of which Investments SEK 23.5 billion O&M and traffic control SEK 19.5 billion Miscellaneous SEK 11.0 billion The Board
North Central West South Stockholm East
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Sweden’s roads and railways, airports
14 158 km of rail tracks 15 176 points 533 stations forembarking and disembarking 98 400 km
- f State roads
42 200 km of municipal streets and roads 75 729 km of private roads with a State subsidy 16 500 way bridges 4 174 railway bridges 41 ferry lines 43 Airports
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- Sensor
- Radar
- Camera
The infrastructure and vehicles generates vast amount of data
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Infrastructure Digital twin Market adapted planning and capacity
MPK
Marknads- anpassad planering av kapacitet
ANDA
Anläggnings- data
NTL Nationell tågledning
National train guidance
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Source: KTH https://www.kth.se/polopoly_fs/1.347073.15501 56573!/Menu/general/column- content/attachment/Martin%20Joborn%201.pdf
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Source: World Economi Forum http://www.forum-ekonomiczne.pl/tania-sila- robocza-juz-nie-wystarczy-nowe-technologie- motorem-rozwoju-gospodarczego/?lang=en
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“not only work with data but let data work for us”
Source: SwissCognetive
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- Research project questions:
– The duration of individual traffic-disturbing events – Arrival of individual train individuals
- Train time, signal, events
- Weather data
– 5 year of history
Project AI
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Road maintenance asphalt pavement predictions
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GDPR protection of people and licenseplates
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Future plans
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This is Train 258 destination Stockholm 11.35. I identified dead Moose on parallel track! TC is here, thanks for reporting the animal on the track. We will forward that to be dealt with
Source: SVT Updrag granskning cellcode.us
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PoC Big data Environment
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Challenges
- Organization has great challenge to become data driven and CHANGE
Source: https://www.jianshu.com/p/4b38238 ad54c , https://www.jianshu.com/p/4b38238 ad54c, https://lh3.googleusercontent.com/ OQ81k20QRUuKEUNnqrQu9jtQRx DQlehEUQJbB8TmLLpl3u88kF09X 9bTbXZ4giZjRaE5oA=s170
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- People and culture
– We have a underground movement up to management – We need to embrace the organization with knowledge and change
- Competence development
– All roles but specific Data Scientist
- Data and quality
– Manual input is harder to analyze – Data handling
Challenges
Source http://datadriven.tv/blog/modern- data-scientist-infographic/
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TMALL 0145 Presentation Widescreen v 1.0