towards sustainable smart cities urban metabolism ... · susana brandão joão p. costeira. why so...
TRANSCRIPT
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Towards Sustainable Smart Cities
Urban Metabolism: supporting resource management and urban planningSensed cities, challenges and applications
Carlos Santos Silva (IN+), Nuno Nunes (M-ITI), João Paulo Costeira (ISR)
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Cities are complex systems with:- Several dimensions and needs
- Energy- Mobility- Water- Materials- Economic development
- Several stakeholders:- Citizens- Municipality- Governmental agencies- Companies
CONTEXT
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CONTEXT
Investment/Policies decisions in different dimensions
What’s the better decision?
How to compare?
Support decision making with scientific
models
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Study area
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Final deliverable
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Step 1:Develop a model
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Step 2Assesing future scenarios
Base Energy ModelUMI – Urban Modelling Interface
Retrofit Measure – Scenario 1Change Windows
Retrofit Measure – Scenario 3Add Solar PV
Retrofit Measure – Scenario 2Add Wall/Roof Insulation
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Solar potential - 16 June 2016
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Net consumption- 16 June 2016
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Team
Khadija Benis, Sónia Cunha and many, many others…
Claudia Sousa
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Human Dynamics for Urban Systems
community based – open – mobility tracking
detecting events
information visualization
leveraging innovative servicesmobility analysis – tourism, sustainability, urban planninglocation aware storytellingan open framework for community empowerment
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location aware storytelling
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Bike Monitor www.isr.ist.utl.pt/~manuel/smartbike
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31
Smartphone App
Bike Monitor
– GPS Coordinates
– Acceleration on 3 axis (Accelerometer)
– Rotation (Gyroscope)
– Image (Camera)
– Date
– Heartbeat
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Team
Pedro Vieira Miguel CostaManuel Marques(PI)
Susana Brandão João P. Costeira
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Why so few bikes, what to do?
João Paulo Cardoso
Carlos L. Azevedo
Filipe Moura
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Risk Assessment
Conflicts • Cyclists vs Cars• Cyclists vs Pedestrians
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Risk Assessment
Conflicts • Cyclists vs Cars• Cyclists vs Pedestrians
Surveys • Imprecise• Subjective• People forget• Hard to process
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Data ISpatial context from video
• Left/Frontal/Right obstacles
• Vehicles overtaking
• Pedestrians
• Road condition
Data I - Images
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Data II - accelerometers
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Soon this will be a rare event
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Data III- Heart Rate Mesurements
39
Heart monitoring chest strap:
HRV
(Heart Rate Variability)
Stress
ECG record
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t
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Image descriptor
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Image descriptor
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Image descriptor
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Evaluating “Stress”(HRV)
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Evaluating “Stress”
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Measuring “Stress”
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Moments of Stress
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A
B
Not that stressfull
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Risky business
A
B
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Risky business
A
B
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Conflicts with whom ?
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What’s next ?