1. 1
Towards a Science of Cities
Colin Harrison
IBM Distinguished Engineer Emeritus
colinh@us.ibm.com
2. 2
From Engineering Efficiency to a Science of Cities
• 2005-7 Life on an Instrumented Planet
• 2008-10 Integrated, sustainable urban systems
• 2011- Sustainable and resilient urban systems
• 2012- People and urban systems
A Science of Cities
3. 3
Measuring, Monitoring, Modeling and Managing
MeteringMeteringSensingSensing
Real Time
Data Integration
Real Time
Data Integration
Real Time
+ Historical Data
Real Time
+ Historical Data
Data Modeling
+ Analytics
Data Modeling
+ Analytics
Visualization
+ Decisions
Visualization
+ Decisions
Data modeling and
analytics to create insights
from data to feed decision
support and actions
Feedbacktouseranddatasource;
Incentivesandactionstochangebehavior
Feedbacktouseranddatasource;
Incentivesandactionstochangebehavior
Comparison of historical
data, with newly collected
data
Data collection
Improved performance derived from
data and models to increase efficiency
and effectiveness
Data Integration
Source: “Instrumenting the Planet”, IBM Journal of Research & Development, March 2009
Life on an Instrumented Planet
• The world’s resources are finite
– Energy – cost, GHG emissions
– Water – “no cost”, Tragedy of the
Commons
– Space – roads take 20% of space
• Technology is cheap and available
– Billions of sensors
– Pervasive networks
– Capacity to store and analyze
• Need to close the loop
– Price signals
– Social Computing
– Behavioural Economics
4. 4
MASDAR – A “Carbon Neutral” City*
• New city for 90,000 people in Abu Dhabi, UAE
• Entirely powered by photovoltaic and solar
thermal energy
• Personal Rapid Transport system – no private
transportation
• Complete “Carbon history” of construction
• A learning experience for the construction of green
cities
• A project of the Abu Dhabi Future Energy
Company, a subsidiary of Mubadala, the
development agency of the sovereign wealth fund
of Abu Dhabi
Copyright Foster & Partners*August 2008
5. 5
Integrated, sustainable urban systems
Intelligent Transportation
Systems
- Integrated Fare Management
- Road Usage Charging
- Traffic Information
Management
- Electric Vehicles
Energy Management
- Network Monitoring & Stability
- Smart Grid – Demand
Management
- Intelligent Building Management
- Automated Meter Management
Environmental Management
- City-wide Measurements
- KPI’s, scorecards
- CO2 Management
Smart Integrated Building
Management
- Integrated control systems
- Property Performance
Management
- Building to Grid
Enhanced Public Safety
- Intelligent Surveillance
- Integrated Emergency Services
- “Weatherproofing”
- Micro-Weather Forecasting
Water Management
- Smart metering
- Network instrumentation
- Combined Sewage
Overflow
6. 6
Source: Economist Intelligence Unit survey
36
Loss of data
Human error
System failure
Supply chain disruption
Virus, worm or other malicious attack on IT systems
Employee malfeasance, e.g. theft or fraud
Natural disasters, such as fires or floods
Unplanned downtime of online systems
Terrorism
Power outage
Pandemic
Application failure
Industrial action
35
31
29
28
25
22
22
16
13
13
12
8
Natural disasters, human error, cascading failures, and cyber-security attacks highlight the
complexity and fragility of our global society, its businesses and infrastructure
Thailand: Flooding 2011
Loss ~$4 B, 550 Lives
Auto and HDD are hit hard
Australia: Bushfires, 2009
Loss ~$4B, 173 Lives
WW: Cloud Service
Outage , 2011
Loss ~$5600/min
USA: Cyber-attack, 2011
Loss ~$170M,
Personal information
is stolen
Japan: Quake/Tsunami/
Nuclear, 2011
Loss ~$200B, 30K Lives
Global supply chain impact
USA: Port Strikes, 2002
Loss ~$15B
Retail and supply chain
disruptions
0
20000
40000
60000
80000
100000
120000
2005 2006 2007 2008 2009 2010
Number of
incidents
reported to
US-CERT
(Source: US-CERT)
$200B
1900 2011
Estimated damage
caused by
reported natural
disasters
(Source: EM-DAT)
Types of threats
most important
for operational
risk management
planning
(% respondents)
China: + 37 countries,
SARS, 2002-2003
Loss ~$15B, 916 Lives
Major workforce
disruptions
Iceland: Volcano, 2010
Loss ~$1.7B
10M Passengers affected
Sustainable and Resilient Urban Systems
8. 8
Urban Systems are the composition of services and capabilities
derived from the natural and built environments that we model
as a large number of GIS layers
Natural Environment
Environment ResourcesTopography
Roads Buildings
Infrastructure
UtilitiesLand Use
Air Oil
Resources
MineralsWater
Information
Services
Energy Water Transport
Building
Services
Social Systems
People Commerce PolicyCulture
9. 9
Urban
Systems
Information
Capture
Structure Integrate
Store
Typology Taxonomy
Networks Scaling
Economics
Basic
Resources
Natural
Environment
Flows &
Connections
Built
Environment
Integrated
Simulations
Engineers Complexity
Theorists
Urbanists
Transportation
Planners
Transportation
Managers
Energy/Utility
Managers
Public Safety
Managers
Public Health
Managers
Environmental Managers
Economic
Development
Leaders
Urban
Systems
Analysts
Social
Scientists
Civic Groups /
Open Data
A Science of Cities
Architects
10. 10
Global Systems Science Challenges for Urban Systems
1. Formal representation of Urban Systems
• Structures of components
• Interactions (P2P, P2S, S2P, S2S)
• Inter-dependencies (P<-S, S<-S)
2. Spatial, Temporal, and Domain Integration
• “Single View of the Truth”
• What real-world problems are we trying to solve?
3. The Need for Flower Collecting
• Patterns & Principles to simplify model building
4. Scientific Modeling and Practical Modeling
• Understanding and insight
• Support for decision-making
• Rule of one hand – tipping points
5. Resource consumption & production
• Natural and Man-Made resources
• By-products, waste
• Economic outcomes
6. View of “what is the City trying to do?”
• “Real-time” sensing of interactions, resource consumption & production
• Match between intention and capabilities
• City as a Design Problem – How well does it work?
7. Transformation of how the city works
• Transition from Industrial Age to Information Age
• Planning for One
11. 11
Closing thoughts…the City as a Design Problem
• Cities are and always have been information processing
systems.
• Cities today are both the source and the solution of many of
our global society’s challenges.
• Given the increasingly rich pathways between and among
urban systems and people for digital information….what
would Steve do?
<Quote from the exec summary> In the globally interconnected business and IT world, large-scale system failures, malicious threats, cascading events and natural disasters highlight the complexity and fragility of systems including IT & cyber-physical infrastructure and global business operations. <end quote> This page shows the diversity of disasters and impacts. There are many types of disasters, which gave us huge impact in terms of economy and humanity. Graphs: In the center of this page, you can see a graph, which shows you the number of reported disasters/incidents are increasing recent days. The sources of the numbers are listed below: [US - CERT] The graph is created by consolidating following articles based on US-CERT announcements. GAO: Government Accountability Office http://www.gao.gov/new.items/d08496t.pdf http://fcw.com/Articles/2009/02/17/CERT-cyber-incidents.aspx http://www.bankinfosecurity.com/articles.php?art_id=3463 http://www.informationweek.com/news/government/security/229400156 [The Economist] Which of the following types of threats are seen to be most important in your organisation’s consideration of operational risk management planning? (% respondents) from P5 of “Business resilience ensuring continuity in a volatile environment“, 2007 (http://graphics.eiu.com/files/ad_pdfs/eiu_Bus_Resilience_wp.pdf) [CRED - EM-DAT] Estimated damages (US$billion) caused by reported natural disasters 1900-2010 CRED: Centre for Research on the Epidemiology of Disasters EM-DAT: Emergency Events Database http://www.emdat.be/natural-disasters-trends http://www.emdat.be/sites/default/files/Trends/natural/world_1900_2010/1d.jpg Figures: (from top left to bottom right) Japan, Quake/Tsunami/ Nuclear , 2011 Loss ~: $200B, 30K Lives Global supply chain impact http://www.abc.net.au/news/2011-06-24/japan-quake-caused-almost-200b-damage/2770848 Thailand, Flooding 2011 Loss ~: $13B, 550 Lives Auto and HDD are hit hard http://www.businessinsurance.com/article/20111101/NEWS04/111109997 USA, Cyber Attack , 2011 Loss ~: $170M, Personal information is stolen http://www.esecurityplanet.com/headlines/article.php/3934276/Sony-Says-PlayStation-Security-Breach-Will-Cost-170-Million.htm WW, Cloud Service Outage , 2011 Loss ~: $5600/min http://www.informationweek.com/news/hardware/data_centers/229500121 Iceland, Volcano , 2010 Loss ~: $1.7B 10M Passengers affected http://www.abs-cbnnews.com/business/04/21/10/airlines-lost-17-b-due-iceland-volcano-blast-iata-says USA, Port Strikes , 2002 Loss ~: $15B Retail and supply chain disruptions http://www.sfu.ca/~pvhall/pdfs/pvhall_edq_2004.PDF Australia, Bushfire , 2009 Loss ~: $4B, 173 Lives http://www.eganvaluers.com.au/resources/news/egan%20edge%20December10%20newsletter.pdf China + 37 countries, SARS, 2002-2003 Loss ~: $15B, 916 Lives Major workforce disruptions http://home.vicnet.net.au/~dandoc/pdfdoc/sars.pdf