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Traffic Data Analytics for Smart Mobility and Traffic ManagementRalf-Peter Schäfer
VP Traffic and Travel Information
1 Copyright: TomTom Internation BV, 2016
TomTom Road Community of 450M devices
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13,000,000,000,000Points collected to date
7,000,000,000Speed measurements per Day
280,000,000,000Total Kilometers Driven
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IQ Routes
REAL-TIME TRAFFICGPS PROBE DATA SOURCES
TomTom Traffic Management and Analytics
Monitor(Sense)
TomTom Traffic
TomTom Traffic Flow and Incidents
Real-Time Dashboard
Jam Tail
Warnings
Identify(Process)
Delay hotspots
Potential Accident
Blackspots
Critical
Routes
Parking hotspots
Analyze(Analyze)
Junction analysis
Custom Area Analysis
Custom Travel Times
Traffic
Demand
Influence(Plan)
Incident Moderation tool
Event Management
Strategic routes
Parking Routes
Inform(Influence)
Custom Traffic Monitoring
Indash / Smartphone /
PNDs
Media (Radio/TV/Web)
VMS
Road Traffic Analytics
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Traffic Index
City performance analysis
Route Travel Times Area Analysis
Segments Speeds in an area
Origin-Destination
Relations between zones
Speed Profiles
Speeds for navigation
Relative Probe Vehicle Flow
Proxy for traffic density
Congestion is a big economic cost for society
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Congestion up by 13% globally since 2008
SOURCE: FinancesOnline, 2014
Mexico City
Moscow City
TomTom Congestion Index Ranking
http://www.tomtom.com/trafficindex
Selected link: links to links Selected link: zones to zones
A B
A 30 5
B 10 20
OD Matrix
Traffic Demand and Flow Analysis (Origin Destination)
Route choice
Traffic
Demand
Road Analytics - EXAMPLE ROUTE MEXICO CITY
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EXAMPLE ROUTE: WORKDAYS OCT 2016
EXAMPLE ROUTE: WORKDAYS OCTOBER 2016
Time Set
Sample size [avg
per segment]
Average Travel
Time [hh:mm:ss]
Average Speed
[kph]
95th percentile
travel time
[hh:mm:ss]
Night 470.91 00:46:18 55.51 01:09:21
6am-7am 498.92 01:46:01 24.25 03:08:50
7am-8am 539.63 02:08:49 19.95 03:56:27
8am-9am 627.72 01:58:19 21.73 03:37:18
9am-10am 683.45 01:33:28 27.50 02:47:21
3pm-4pm 741.18 01:15:02 34.26 02:14:29
4pm-5pm 681.92 01:07:10 38.27 01:56:38
5pm-6pm 820.30 01:11:02 36.19 02:07:03
6pm-7pm 859.90 01:19:29 32.34 02:16:27
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TomTom traffic fusion technology
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Speed Data
(GPS probes)
Historical Data
(Speed Profiles)
Journalistic Data
(3rd parties)
TomTom
Traffic Flow
TomTom
Traffic
I-75, Davidson,
Edsel, 12 min
...
Michigan Ave, 3rd
St, 5 min
Map-match
&
Calculate
Calculate
Validate
&
Detect
Road Speed
Information
Congestion
Information
Journalistic
Data
Analyse & Predict
Predictive options
TomTom
Traffic Flow
TomTom Traffic
Jam Tendency
& Jam Lifetime
Predictive Flow
(15/30/45)
I-95, Utica,
Horatio str.
...
N South Arterial
Hwy
Traffic Flow and Incidents 15.11.2016 7:04
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The different stages of Traffic Management
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Traffic Pro - Germany -> A5 N - 09.11.2016 9:35am
© 2015 TomTom. All rights reserved. Confidential information. 14
Jam tail
© 2015 TomTom. All rights reserved. Confidential information. 15
TomTom City gives immediate insight into the traffic situation
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TomTom City Portal
http://city.tomtom.com
TomTom TrafficTomTom
Traffic Flow
LIVE Congestion Index Mexico City 16.11.2016 4:22pm
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Traffic Pro Simplified Network – Mexi City Major City Roads
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Live Traffic Monitoring Carretera Mexico Road 16.11.16 4:22pm
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Classic Traffic Management - Parallel Worlds
Inform Driver
Influence Traffic
Measure
Inform Driver
Guide Driver
Measure
Ro
ad
Auth
oritie
s
Se
rvic
e P
rovid
ers
Future Traffic Management – TM 2.0 (TMaaS)
Measure
Inform Driver
Guide Driver
Influence Traffic
Connect Car and Traffic Management
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Dynamic Speed Limits
Inform and Influence: Road Construction Monitoring
• online monitoring of road
construction sites
• route times displayed on
variable message signs
New Challenges and Trends
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A Broader eco-system
Recommended