Fourth Stream Reasoning Workshop 17 April 2019 Linköping, 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 help to develop society Source: Trafikverkets Bildarkiv 3
Our vision, Everybody arrives smoothly, the green and safe way green safe smoothly Source: Trafikverkets Bildarkiv 4
Brief data on the Swedish Transport Administration North Director-General The Board 7 500 employees, 150 occupations Central Business volume in 2017 West 55 400 000 000 Stockholm East Of which Investments SEK 23.5 billion South O&M and traffic control SEK 19.5 billion Miscellaneous SEK 11.0 billion 5
Sweden’s roads and railways, airports 43 Airports 75 729 km of private 14 158 km of rail tracks roads with a State subsidy 533 stations forembarking and disembarking 41 ferry lines 16 500 way bridges 4 174 railway bridges 15 176 points 98 400 km 42 200 km of municipal of State roads streets and roads 6
The infrastructure and vehicles generates vast amount of data • Sensor • Radar • Camera 7
Market adapted planning and capacity MPK Marknads- National train guidance anpassad planering av kapacitet NTL Infrastructure Digital twin Nationell tågledning ANDA Anläggnings- data 8
Source: KTH https://www.kth.se/polopoly_fs/1.347073.15501 56573!/Menu/general/column- content/attachment/Martin%20Joborn%201.pdf 9
Source: World Economi Forum 10 http://www.forum-ekonomiczne.pl/tania-sila- robocza-juz-nie-wystarczy-nowe-technologie- motorem-rozwoju-gospodarczego/?lang=en
“not only work with data but let data work for us” Source: SwissCognetive 11
Project AI • 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 12
Road maintenance asphalt pavement predictions 13
GDPR protection of people and licenseplates 14
Future plans 15
This is Train 258 TC is here, thanks destination Stockholm for reporting the 11.35. I identified dead animal on the track. Moose on parallel We will forward that track! to be dealt with Source: SVT Updrag granskning cellcode.us 16
PoC Big data Environment 17
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 18
Challenges • 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 Source http://datadriven.tv/blog/modern- data-scientist-infographic/ 19
Fourth Stream Reasoning Workshop 17 April 2019 Linköping, Sweden TMALL 0145 Presentation Widescreen v 1.0 Daniel Jakobsson daniel.jakobsson@ trafikverket.se 010-1234217
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