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SystemXBoosting Digital TransformationAre predictive technologies the next stage in the smart city development ?
Smart City Forum 19 nov 2015
CONFIDENTIEL
SystemX is part of Paris-Saclay World class Innovation Cluster
Technology Research Institute on Complex Systems Digital Engineering
2
60.000 students
11.000 researchers in 10 departments out of which 5.000 in:
- Mathematics
- Information Science & Technology
- Humanities & Social Science
two Nobel Prize winners,
six Fields medalists.
Source: MIT Technology Review
> Strong development 2010-2020 backed by
French government funding
> Quality of « French » mathematical
engineers
> Paris moving to a Start up friendly region
> Presence of Worldwide actors: Transport,
Energy, Defense & Security
Largest French
competitive cluster: Focus on digital technologies
for systems
160 world-class large
companies
480 SMEs & start ups
20 VCs & Bus. Angels
Paris-Saclay
top eight World Innovation Clusters
CONFIDENTIEL
Scientific & technological roadmap 2016-2020
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Industrial, economical & societal benefits
Industrial, economical & societal benefits
SystemX added value applied on 4 strategic domains
SystemX added valueSystemX added value
AgilityProductivity
Competitiveness
Collaborative engineering methods, processes and software tools for complex systems
Security Availability
User Experience
New safe and secure architectures, integrating new usages, critical embedded systems and
infrastructures evolution
SustainabilitySecurity
Attractiveness
Decision-aid tools for optimal & operational planning of Smart Territories evolution
FlexibilityPerformance
Security
Digital Infrastructures architectures, protocols, algorithms and control & management software
Systems Engineering
Systems Engineering
Autonomous Transport
Autonomous Transport
Smart Territories
Smart Territories
Digital Infrastructure
Digital Infrastructure
CONFIDENTIEL
Prediction for Human Mobilty: Goals
Study and model traffic flow in multimodal road and public transportation networks
Understand how people move (spatial and temporal distributions, most visited locations…)
Predict and estimate the flow among these networks and possibly to predict the future position of a moving object (individual or a vehicle)
CONFIDENTIEL
Data Analytics for Human Mobility
Where and when people move
How far, how fast, and by what means they travel
Individual and aggregate scales
Correlations with infrastructure, demographics, and social behavior
Use of Telecom Mobile Networks, City Sensors, Connected objects, social networks data for inference
CONFIDENTIEL
Smart City Energy analytics Use Case : Smart Community
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Data Storage (50 to 100 millions meters).
Electric Consumption data Access.
Temporal & Spatial Data Agregation (seconds/minutes/days).
Consumption prediction at short (seconds) and very short terms(minutes).
Renewable Energy Production Prediction.
Multi-sources, multi-energy planning.
Smart Community
CONFIDENTIEL
Smart City Energy analytics Data Generic Workflow
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Data CollectionData Collection
Actions (Users, Systems,
components, etc.)
Data StorageData Storage
Data Cartography
Data Cartography
Data Management
Data QualityData Quality
Data Interface Acquisition
Data Interface Acquisition
Data CorrectionData Correction Data SecurityData Security
Data Pre-ProcessingData Analytics
Visualization Visualization Knowledge ExtractionKnowledge Extraction
Interactive Analysis
Interactive Analysis
Simulation & Modelling
Expert ModelExpert Model Statistical ModelStatistical Model
SimulationSimulation
Behaviour Improvement Suggestion
Behaviour Improvement Suggestion
Dashboard ObservationDashboard Observation
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22
33
444’4’
55
CONFIDENTIEL
Example of Energy Consumption Prediction
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horizon de prévision : 1 jour 19/02/2013
Prediction from observation on the past (business building)
Similarity based algorithm on a large set of past consumption data
Target: real time prediction
Prediction
Observed
Thank you for your [email protected]
Tel +33 1 69 08 05 62 – +33 6 78 68 65 70 - @FrancoisStephan
International & Development Director