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Smart	Mobility	in	

Smart	Cities
Seamless Integration of Networks and Services

Prof. dr. Serge Hoogendoorn
1
Who	am	I?
2
Network	Traffic	Flow	Theory Crowd	Modelling	and	Management
Integrated	and	coordinated	Traffic	Management Management	and	Planning	of	Evacuations
Some	background:	two	decades	of	research…	
Traffic	Operations	and	Management
Change	in	research	focus…	
Towards	Smart	Urban	Personal	Mobility
3
Anticipatory	
decentralised	control
Demand	responsive	
transport	services
Urban	active	mode	
mobility
Cooperative	systems	
and	driver	automation
Urban	Traffic	and	
Transport	data
Why	the	change	of	focus?	
• Urbanisation	is	a	global	trend!	
• Accessibility	is	a	major	issue	in	many	car-
centric	cities	and	appears	persistent	
• Most	delays	are	experienced	on	arterials	(not	
on	freeways!),	speeds	may	drop	off	to	below	
20	km/h	during	peak…		
• Urban	space	is	very	scarce,	so	building	new	
infrastructure	is	generally	not	straightforward	
• 2/3rd	of	traffic	accidents	occurs	within	city	
boundaries	
• High	impact	(traffic-related)	emissions	and	
noise	(people	live	near	roads…)	
• Potential	change	is	there:	in	some	cities,	low	
operational	speed	of	cars	in	combination	of	
pull	/	push	measures	has	lead	to	modal	shifts…
Changing	modal	shares	in	The	Netherlands
• Cycling and walking have become main
modes of transport in Amsterdam (and
many other Dutch cities)

• For Amsterdam: big impacts on
emissions (4-12% reduction), as well as
on noise, accessibility and health

• Popularity of rail has increased as well
(because of?): for many rail trips,
cycling is used for access and egress

• But these positive trends also has some
negative (but interesting) impacts…
Examples	of	interesting	‘side-effects’	of	

a	very	desirable	trend…
Bike	congestion	causing	delays	
and	hindrance
Overcrowding	during	events	and	regular	
situations	also	due	to	tourists
Overcrowded	public	transport	hubs
Not-so-seamless	public	transport
Bike	parking	problems	&	orphan	bikes
Bike	congestion	causing	delays	and	
dangerous	behaviour	at	intersections
7
8
Engineering the future city.
Amsterdam	Institute	
of	Advanced	
Metropolitan	Solutons	
• To	tackle	these	(and	other)	big	
city	issues,	Amsterdam	
sponsored	foundation	of	AMS	
• Collaboration	between	MIT,	
TUD,	WUR	and	industry	
partners	with	municipality	of	
Amsterdam	as	main	‘client’	
• Annual	budget	30	million	EUR	
• Learning	by	doing:	the	city	as	
a	living	lab!		
• Urban	Mobility	(and	Logistics)	
as	one	of	the	key	issues			
• Developing	a	vision	on	Smart	
Sustainable	Urban	Mobility
Towards	a	vision	on	Smart	Urban	Mobility
• Ingredients of a vision…

• What are expected main trends (next to spatial trends)?

- trends affecting mobility demand (demographic
changes, socio-economic developments)

- trends affecting supply transport modes and services
(e.g. technological trends, innovations)

- trends that affect aims and requirements

• Analysis and confrontation trends: are current issues
resolved? Do we see new issues? Are they in line with
current en future policy objectives? Should we
accelerate / decelerate certain developments?

• What is a feasible and desirable situation and how
do we get there? What are the roles of various actors?

• A first step (EU strategic agendas + brainstorm)…
9
Trends	affecting	urban	mobility
10
Urban
Transport
Supply
Demand for
Urban
Mobility
Services
Big data revolution
Hypermobility
Electrification
Vehicle automation
New organisational concepts
Sharing economy
Hyperconnectivity
e-Society
Societal diversity
Ageing society
Migration
Objectives
and
Requirements
Climate change and natural disasters
Disruptions in energy supply
Disruptions in ICT systems
Security & resilience
Sustainability
Liveability
Health as a major driver
Terrorism and man-made disasters
Accessibility
Safety
health
safety
energy
congestion
emissions
economy
social	equity	
Examples of analysing 

identified trends and
how they could impact
urban mobility
Example	trend:	electrification	(or	rather:	the	e-bike)
• About 65% of trips are shorter than 7.5 km;
about 75% are shorter than 15 km 

• Acceptable distances that can be travelled by 

e-bike is about 15 km; for bikes it is about 7.5 km

• E-bike reduces impact of grade, and is less
demanding, enabling cycling for wider audience

• Potential for e-bikes seems large, but new
challenges do emerge! 

- Safety? In particular an issue for older cyclists 

- Mixing ‘normal’ cyclist / pedestrians and
motorised bicycles (e.g. larger speed
differences)

• The (e-) bike will not be the only answer, but can
be an important element of the system
11
Courtesy	of	Kevin	Krizek
Example	trend:	driving	automation
12
• Introduction will have huge impacts, beyond
changing capacity and safety: ripple model

• Travel time becomes work time! Impacts of Value
of Time changes on mobility patterns?

• Driving automation gaining lots of attention, but
with strong focus on freeway applications

• Feasibility in dense urban areas?

- Will own infrastructure be needed? Where do we
find the space in our dense cities? 

- Throughput and safety impacts, also in case
reduced automation when cars enter city? 

- Privately owned vehicles or shared services?

- Interaction with vulnerable road users? 

• Driving automation not likely to be a panacea!
The	Dutch	alternative	to	the	self-driving	car?
Developing a comprehensive
vision requires analysing 

all identified trends and
predicting their impact on
urban mobility
Contours	of	a	vision:		
Integrated	&	hyper-connected	urban	mobility
• Using key technological trends (big data, hyper-
connectivity), social trends (e.g. attitude towards
(car-) ownership), and changing objectives /
requirements regarding urban mobility… 

• Uni-modal urban transport system not likely to
achieve identified objectives / requirements (in
particular: health, sustainability, liveability)

• We believe we should foster transition to a less
car-centric urban mobility system, with pillars:

1. Seamless integration of mobility services,
“prioritising” sustainable and healthy modes

2. Flexible / efficient use infrastructure & space

3. Requiring open urban multi-modal data platform
14
What	does	seamless	integration	of	services	entail?
• Transfer / access / egress resistance is
high (1 transfer ~ 17 min travel time)

• Reduction essential to make a multi-
modal trip compete with car: 

- Seamless transfer between appropriate
modes, also in terms of infrastructure 

- Seamless payment schemes

- Accurate personalised multi-modal
real-time info and advice giving fair
information about all alternatives

• Important role of (shared) active modes
for shorter (legs of multi-modal) trips

• Role autonomous vehicles as a mobility
service (driverless Uber)?
Idea not a new per se, but
becomes feasible with
availability of new and
improved BIG data sources 
and methods to fuse them…
16
UML:	Open	
Multi-modal	
Data	Platform	
• Data	platform	to	
unravel	multi-
modal	traffic	
patterns	
• Example	
application	
example	during	
triple	event	in	
Arena	area	
• Pilot	shows	
potential	of	
system	for	multi-
modal	information	
and	guidance	
during	events
Freeway	and	urban	arterial	data Data	from	parking	garages	in	and	around	event	area
Chipcard	public	transport	data Pedestrian	counts	from	video
Loops FCD
GSM
Surveys Emissions
and energy Chip card
data
TwitterRoad works
maintenance
PT schedules
updates
Events,
incidents,
accidentsDemographic
data
REAL-TIME
INFORMATION
OFF-LINE MOBILITY INFORMATION
MOBILITY SERVICES
SHORT-CYCLIC
ASSESSMENT
LONG-TERM
PATTERNS
UML DATABASE
Status infrastructure weather News, information
Vecom data
Existing (open)
data platforms
DATA FUSION, PROCESSING & DIAGNOSTICS TOOLBOX
Engineering the future city.
Flexible	and	efficient	utilisation	of	network	capacity
• Key since space to build new roads in our dense
cities is often not available!

• Many examples already available:

- Integrated traffic control and management (e.g.
Practical Pilot Amsterdam)

- Integrated management of Traffic, Public Transport
and Crowd management during events (SAIL)

• Major opportunity is in integrating measures
influencing demand and supply (e.g. anticipatory
control) 

• Note: flexible use also allows improving robustness
and better dealing with extraordinary situations
17
1
No	consideration	of	route	
demand	changes	in	control
Anticipating	
demand	changes
18
	DTM	transition	paths
From	collective	guidance	to	smart	mix	of	collective	and	individual	services
A	changing	role	of	road-side	traffic	management	systems
From	local	/	regional	to	national	traffic	information	and	management
From	business	to	government	to	business	to	consumer	and	business	to	business	
From	owner	of	data	to	maximal	openness	and	availability	(private	and	public)
From	government	to	public-private	collaboration	and	alliances	
Closing	remark:	
importance	of	clear	
transition	paths!		
• Development	of	comprehensive	
transition	paths	to	enable	Smart	
Urban	Mobility:	
- Integration	of	current,	often	
uni-technology	/	uni-modal	
transition	paths		
- Identification	of	no-regret	
activities	and	developing	
pilots	that	contribute	to	
transition	
• Examples:	1)	Transition	DTM		
and	2)	Transition	driver	
automation	
Visions	are	wonderful,	but	there	
are	also	problems	to	be	solved	
right	now!
19
Q&A	
What	do	we	want	our	cities	to	be	like?
Trends	and	implications	for	transport	modelling?	
• Days of traditional (static) transport modelling seem over, new techniques in modelling
and calibration open alleyways for practical application of such models, including
activity-based modelling 

• With big-data, data-driven modelling will become more important

• Hyper-connectivity makes process more complex and potentially more unstable

• Importance of behaviour and human factor 

• Travel time becomes work time (self-driving vehicles) or recreation / exercise time
(active modes): shift in activity patterns, VoT, etc. 

• Active mode transport is poorly described in many transport models, yet important in
(almost) all (multi-modal) trips!

• Importance of including non-transport
20

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