Up to €67.4 million is foreseen from the 2020 CEF Telecom Work Programme for grants managed by INEA in the area of Generic Services. The grants under CEF Telecom helped European public administrations and businesses to hook up to the core platforms of the digital services that are the object of the calls. In particular, €5 million was made available in 2019 and €3 million in 2020 for projects oriented towards 'Open Data' management. GreenMov, ODALA and INTERSTAT have developed services and products that can be easily adopted by public administrations and beyond thank to the funding of CEF programme target on Open Data The purpose of this event is not only to present results, demos or provide technical guidelines for developers, it is a moment of reflection on lesson learned and best practices that came from years of project’s activity to analyse what will be the impact for Public Administrations, and finally test the value of GreenMov, INTERSTAT and ODALA in solving future problems.

1. Vienna, Austria
12-13 June, 2023
#FIWARESummit
From Data
to Value
OPEN SOURCE
OPEN STANDARDS
OPEN COMMUNITY
From raw data to smart mobility
services for citizens
Carmen Perea, Eviden an Atos business
Benoit Couraud, Université Côte d’Azur
Miguel Aguilar, Eviden an Atos business

2. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
Agenda
▪ GreenMov in a nutshell
▪ Benefits for mobility and environment civil servants
▪ Benefits for Citizens
Maria
Clement

3. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
Mobility Challenges
Traffic
management
Decarbonization
Hetereogenous
transportation
Road status

4. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
GreenMov Card
▪ ACRONYM: GreenMov
▪ TITLE: Green Mobility data models and services for smart ecosystems
▪ FUNDING BODY: European Commission
▪ FUNDING PROGRAM: CEF-TC-2020-2
▪ AGREEMENT NUMBER: NEA/CEF/ICT/A2020/2373380
▪ TOTAL BUDGET: 1,3 M €
▪ TOTAL FUNDING: 993 K €
▪ DURATION: 24 months
▪ DATES: 1 Sep 2021 – 31 August 2023

5. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
GreenMov Mission
▪ Definition and development of harmonized data models for green mobility
▪ Development of digital services for calculation and forecasting of noise, air quality
bikes availability and traffic related data
▪ Architecture of federated context data to tackle high demand scenarios in mobility

6. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
GreenMov Pilots
Esta foto de Autor desconocido está bajo licencia CC BY-SA
Esta foto de Autor desconocido está bajo
licencia CC BY
Nice
Murcia
Molina de Segura
Flanders

7. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
GreenMov outcomes: Smart Data Models
▪ Adopted data models
• AirQualityMonitoring
• GTFSStopTime
• WeatherObserved
• WeatherForecast
▪ Extended data models
• AirQualityObserved
• NoiseLevelObserved
• TrafficFlowObserved
▪ New data models
• AirQualityForecast
• NoisePollution
• NoisePollutionForecast
• TrafficEnvironmentImpactForecast
• TrafficEnvironmentImpact
• BicycleParkingStationForecast
• BicycleParkingStation
• ResourceReportForecast
• ResourceReport

8. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
GreenMov outcomes: Mobility Services
• Air quality forecasting - hourly based pollutants estimation
• Air quality index calculation - binary classification of air quality based on pollutants estimation.
• Traffic forecasting - traffic flow indicators estimation
• Traffic environmental impact calculation - binary classification based on traffic flow indicators.
• Traffic recommendation- recommendations regarding traffic environmental impact.
• Bikes availability forecasting - bike docks availability estimation.
• Noise annoyance forecasting - noise pollutants estimation.
• Noise annoyance calculation - binary classification of noise annoyance quality based on noise pollutants
estimations

9. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
GreenMov outcomes
▪ Reference architecture for mobility scenarios
▪ 3 extended Smart Data Models and 9 new Smart Data Models
▪ Some OSLO vocabularies and app profiles contextualized for mobility
▪ 8 mobility services for noise, air quality and traffic calculation and forecasting
▪ A new building block for solving federated queries across multiple Context
Brokers
▪ Whitepaper with lessons learnt about the deployment of these models and
services in the 3 pilots (Nice, Flanders, Murcia) In progress.
9

10. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
Impact
▪ For FIWARE:
• Contribution to Smart Data Models
• Components for Context Brokers Federation
▪ For cities:
• Reusability of mobility services
• Increase efficiency and reduce infra’s costs
• Avoiding data silos and vendor locking
10
• For IT companies:
• Easier development of added value
services for mobility
• Facilitate access to open mobility data
• For citizens:
• More efficient mobility services
• Living in more sustainable cities
Clement
Maria

11. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
Agenda
▪ GreenMov in a nutshell
▪ Benefits for mobility and environment civil servants
▪ Benefits for Citizens
Maria
Clement

12. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
Needs for Green Mobility : A Civil Servant Perspective
How to use them to improve Citizens’ efforts & Quality of life
• Many Sensors installed in local area
How to coordinate their offer and give them access to data
• Many Mobility Services available
Maria
Spanish Civil Servant
How to help citizens use green mobility solutions ?
• Mobility, Society and Climate change

13. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
GreenMov Solution Proposition
Traffic density
Weather
Noise
Air
Quality
Bikes
Public
Transport
Maria
Data collection - Storage
Interoperable Services
Traffic recommendations

14. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
GreenMov General Architecture
Traffic density
Weather
Noise
Air Quality
Bikes
Public
Transport
Interoperable
Data Storage
Interoperable AI
based services
Added Value
Services
Multiple sensors
sources

15. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
GreenMov Detailed Architecture
Interoperable
Data Storage
Interoperable AI
based services
Added Value
Services
Multiple sensors
sources
Traffic
observation
Weather
Noise
Pollution
adaptor
NGSI-LD
adaptor
NGSI-LD
adaptor
NGSI-LD
Context
Broker
+
Storage
NGSI - LD
Interface
LDES
Interface
Blue Bikes
adaptor
NGSI-LD
Public transport
adaptor
NGSI-LD
adaptor
NGSI-LD
LDES
Existing
Extended
Novel
NGSI-LD
Smart Data
models
Traffic Environmental
Impact Forecasting
Noise annoyance
Forecasting
Shared Bikes
availability
Forecasting
Air Quality
Forecasting
Recommendations

16. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
GreenMov Novelty – Smart Data Models
Extended 3
Data models
Proposed 9 Novel
data models
Published 5
open data sets
Use of 4 existing
Data models
+1
+1
+1
+1
+1
Will publish 3 AI based
services in FIWARE
Marketplace
+1

17. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
Agenda
▪ GreenMov in a nutshell
▪ Benefits for mobility and environment civil servants
▪ Benefits for Citizens
Maria
Clement

18. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
Introduction
Clement
Antwerpen
Use case

19. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
Introduction
Clement
Is there any chance
that bikes will be
available at 14:30?
Use case - Options

20. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
Artificial Intelligence
Machine Learning
Now
Forecasting

21. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
Artificial Intelligence
Services

22. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
Artificial Intelligence
Architecture

23. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
Artificial Intelligence
MLFlow

24. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
Front-end
Is there any chance
that bikes will be
available at 14:30?

25. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
Frontend

26. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
Conclusion

27. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
Thank you !
To know more:
Carmen Perea
Head of Transport Systems & Urban Mobility Unit in
Eviden an Atos business
carmen.perea@atos.net
Miguel Aguilar
Researcher in Eviden an Atos business
miguel.Aguilar@atos.net
Benoit Couraud
Research Associate
benoit.couraud@univ-cotedazur.fr
Université Côte d’Azur

28. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
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29. Vienna, Austria
12-13 June, 2023
#FIWARESummit
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