Technology levels for maritime traffic coordination...

13
Technology levels for maritime traffic coordination: towards the internet of intelligent ships Mikael Wahlström, PhD, Senior scientist, VTT Technical Research Centre of Finland 19.11.2019 VTT beyond the obvious 1

Transcript of Technology levels for maritime traffic coordination...

Page 1: Technology levels for maritime traffic coordination ...nfas.autonomous-ship.org/events/icmass19/54_icmass19.pdf · 19.11.2019 VTT –beyond the obvious 1. Technology levels for maritime

Technology levels for maritime traffic coordination: towards the internet of intelligent ships

Mikael Wahlström, PhD, Senior scientist, VTT Technical Research Centre of Finland

19.11.2019 VTT – beyond the obvious 1

Page 2: Technology levels for maritime traffic coordination ...nfas.autonomous-ship.org/events/icmass19/54_icmass19.pdf · 19.11.2019 VTT –beyond the obvious 1. Technology levels for maritime

Technology levels for maritime traffic coordination – background

Long projects on maritime human factors – almost a decade in total

UXUS – Rolls-Royce’s future ship bridge videos, unmanned ship

studies and shore control center ideas

AAWA – unmanned ships development

Desing4Life – study on pilots’ navigational thinking

Present study – mental exercise:

From ship-level thinking into traffic-level thinking

Results: six technology levels for maritime traffic coordination

Implications for unmanned ships roadmap visions: unmanned ships

after internet of intelligent ships

19.11.2019 VTT – beyond the obvious 2

Page 3: Technology levels for maritime traffic coordination ...nfas.autonomous-ship.org/events/icmass19/54_icmass19.pdf · 19.11.2019 VTT –beyond the obvious 1. Technology levels for maritime

Coordinated maritime traffic – what is that?

Avoiding collisions: includes localization

of one’s ship, other ships and the ground

Internal to ship: active lookout, adhering

to rules, expert decision-making, etc.

External to ship: shared rules, sea-

marks, VTS-service, etc.

Safe and coordinated traffic: emerges

as ships avoid one another following

shared rules

19.11.2019 VTT – beyond the obvious 3

Page 4: Technology levels for maritime traffic coordination ...nfas.autonomous-ship.org/events/icmass19/54_icmass19.pdf · 19.11.2019 VTT –beyond the obvious 1. Technology levels for maritime

Results: Level 0 – “I can see you”: non-technological coordination only

Level 1 – “I can see your flags”: shared rules and passive communication

mediums

Level 2 – “My radar sees you”: signal-based detection, localisation and

communication systems

Level 3 – “I can see data about you”: sharing digitally stored data

Level 4 – “My robot sees you”: smart coordination: fleet or ship-level

coordination based on machine learning and other predictive technologies

Level 5 – “My robot sees what your robot sees”: internet of intelligent

ships: AI uses globally shared data

Main message: widespread use of fully autonomous ships only after the

level 5 ‘internet of intelligent ships’

19.11.2019 VTT – beyond the obvious 4

Page 5: Technology levels for maritime traffic coordination ...nfas.autonomous-ship.org/events/icmass19/54_icmass19.pdf · 19.11.2019 VTT –beyond the obvious 1. Technology levels for maritime

Level 0 – “I can see you”

visual assessment of trajectories,

shared natural language, use of

nature’s cues

19.11.2019 VTT – beyond the obvious 5

Page 6: Technology levels for maritime traffic coordination ...nfas.autonomous-ship.org/events/icmass19/54_icmass19.pdf · 19.11.2019 VTT –beyond the obvious 1. Technology levels for maritime

Level 1 – “I can see your flags”

flags, lights and other ship-based

communication devices, COLREGs

sea-routes, light-houses, etc. visual

navigational aids

19.11.2019 VTT – beyond the obvious 6

Page 7: Technology levels for maritime traffic coordination ...nfas.autonomous-ship.org/events/icmass19/54_icmass19.pdf · 19.11.2019 VTT –beyond the obvious 1. Technology levels for maritime

Level 2 – “My radar sees you”:

Radar, VHS-radio communication,

radar-reflectors…

satellite connections, radio-signal

based navigation

19.11.2019 VTT – beyond the obvious 7

Page 8: Technology levels for maritime traffic coordination ...nfas.autonomous-ship.org/events/icmass19/54_icmass19.pdf · 19.11.2019 VTT –beyond the obvious 1. Technology levels for maritime

Level 3 – “I can see data about you”

AIS, waypoint/route-sharing,

automatic data-sharing through

VHS-radio / transponders (e-

navigation)

VTS service, fleet management

systems

19.11.2019 VTT – beyond the obvious 8

Page 9: Technology levels for maritime traffic coordination ...nfas.autonomous-ship.org/events/icmass19/54_icmass19.pdf · 19.11.2019 VTT –beyond the obvious 1. Technology levels for maritime

Level 4 – “My robot sees you”

On-board object detection

through sensor fusion and

neural networks,

autonomous/automatic

navigational decision-making,

considering the environment and

the other ships

Land-based sensor systems

support ships’ navigational

decision-making.

19.11.2019 VTT – beyond the obvious 9

Page 10: Technology levels for maritime traffic coordination ...nfas.autonomous-ship.org/events/icmass19/54_icmass19.pdf · 19.11.2019 VTT –beyond the obvious 1. Technology levels for maritime

Level 5 – “My robot sees what your robot sees”

Internet of intelligent ships: data shared globally between the Level 4

smart ships (and land-based agents, e.g., harbors and seamarks)

Routes optimized and decided-upon on the traffic-level: enough space

between ships, ships in right place at right time, through automatic

communication between ships.

19.11.2019 VTT – beyond the obvious 10

Page 11: Technology levels for maritime traffic coordination ...nfas.autonomous-ship.org/events/icmass19/54_icmass19.pdf · 19.11.2019 VTT –beyond the obvious 1. Technology levels for maritime

Autonomous ships – why after Level 5?

In principle Level 4 allows autonomous ships, but…

It is easier to achieve ”internet of intelligent ships” than widespread use

of unmanned ships: retrofitting possible for Level 5 but not for full

(unmanned) autonomy, due to maintenance needs

AI for autonomy requires data – globally networked ships would enable

massive amounts of shared data

Learning about local areas and conditions beneficial: global network of

ships sharing data would allow unmanned ships to go anywhere (not

just between two ports)

19.11.2019 VTT – beyond the obvious 11

Page 12: Technology levels for maritime traffic coordination ...nfas.autonomous-ship.org/events/icmass19/54_icmass19.pdf · 19.11.2019 VTT –beyond the obvious 1. Technology levels for maritime

Critical considerations

If Level 5 comes before widespread use of fully autonomous ships…

System-level technology development: designing the marine traffic

instead of individual ships.

Maritime IoT (internet of things) should be considered hand-in-hand with

autonomous ship development

’Internet of intelligent ships’ should be (and actually probably is) the

primary aim of development, given the immediate benefits:

Route and speed optimization in view of other ships, ports and other

logistics centers

Less queing at the ports, fuel-savings through slow/moderate

steaming

19.11.2019 VTT – beyond the obvious 12

Page 13: Technology levels for maritime traffic coordination ...nfas.autonomous-ship.org/events/icmass19/54_icmass19.pdf · 19.11.2019 VTT –beyond the obvious 1. Technology levels for maritime

19.11.2019 VTT – beyond the obvious 13

Take-away message vision / conversationstarter: Internet of intelligent ships comesbefore widespread use of autonomousships.Thank [email protected] / @MikaelWah