mmea program - from sensors to services. keynote from dr. tero eklin
TRANSCRIPT
MMEA program – from sensors to services从传感器到服务
Hangzhou, 15th May 2015
Tero Eklin, Finnish Environment Institute/CLEEN
DEMAND FOR SUSTAINABLE ”green footprint” SOLUTIONS
BIG DATANew enabling technologiesNano, sensor networks, …
Business opportunities for everyone
• 5 year SHOK program (May 2010 – Sep 2015), TEKES
funded
• Planned total budget 54.5 M€, annually 9 -12 M€• 40 partners
– 13 universities / research institutes– 12 large companies– 15 SME’s (SMEs budget 25 % of the total research
volume)
MMEA quick facts
In the end, It’s all about decision making.
Can we trust i?
Big data – huge opportunities
Can we handle it?
仪器、测量系统
Data Integration
End-user Services
传感器、组件
End-user Services环境效率服务
环境效率工具
观测网络、数据管理
数据融合、建模
环境 生产 消费者
环境条件
回收
产品能源
再利用
运输物流
原材料能源燃料
• 向空气、水、土壤中排放• 浪费
环境评估 MMEA客户 反馈、改
进环境信息
市场测量 信息 决策支持
Remote Sensing- Radar- Lidar- Airborne
WP3
In Situ Sensing
WP4
Data Management- Data Sources- Processing - Testbed
WP1
EE Management/Decision SupportTools
WP2
EE Services Concepts
WP5 MiningIndoor
Air Quality
Ambient Air
Quality
Road Maintenanc
e
Wind Farms
... more to
come ......
Sensors &instruments for air
quality, water quality, fine
particles
HF RadarHumidity & Wind LIDARAirborne observations
Remote sensing algorithms
Products & services for Data Collection,
QC, Data Fusion, Data Delivery
Services for Environmental
Efficiency
Desicion Support & EE Management
Systems
WP3 Remote Sensing- Radar- Lidar- Airborne
WP4In Situ Sensing
WP1 Data Management- Data Sources- Processing - Testbed
WP2 EE Management/Decision SupportTools
EE Services Concepts
WP5
In-situ emission sensors
In-situ ambient air quality sensors
Air Quality & Atmospheric Boundary Layer sensing with Radar, Lidar & Airborne
Instruments
Weather observations & forecasts
Air quality observations & forecasts
Emissions (industry, traffic) observations & forecasts
Decision Support Algorithms
Citizen Warning Systems
Urban Air Quality Management Service
DSS’s for industries, traffic, etc.
MMEA TestbedPublic Web pages
Commercial applications
Data sources:existing measurement networks & databases
MMEA pilot applications
FMI meteorology SYKE hydrology
Share/sell/buy environmental information
System X
Interoperable environmental service ecosystem
InterfaceInterfaceInterface
Interfaces to be developed in the program
MMEACLOUD
Testbed.mmea.fi Marketplace
Applications under development
MMEA 测试平台公开网页
商业应用
数据来源：既有的测量网络和数据库
MMEA 试验性应用
FMI气象学 SYKE水文学
共享、销售、购买环境信息
X系统
具有互操作性的环境服务生态系统
界面界面界面
项目中所开发的界面
EnviTori 开放式测试平台 市场
开发中的应用测量、监控与环境评估
Example: Air quality research platform
MMEA success cases
• 1.Outdoor air (fusion)• 2.Indoor air• 3.Outdoor + indoor• 4.Road management, airport• 5.Wind Park• 6.Algae warning/notification• 7.Agricultural application - Crop• 8.Dataoperator
Case: Indoor air & energy efficiency service
Pilot architecture
IEQ Index
End user 3D applications
Case: Outdoor air monitoringShenzhen, Beijing• Develops and explores new environmental technology,
social benefits and business opportunities in close collaboration with the Chinese partners.
• Utilizes efficiently new measurement technology, modelling and environmental efficiency analysis expertise of MMEA consortium
Internet Connection
EO Server
Air Quality site
Air Quality site
Air Quality site
Analysis,Research
Officier
Internet Connection
MobileConnection
Novel PN/PM2.5IoT sensors
Example: embedded data fusion algorithm• Fusion model
algorithm for prediction of air pollution
• Visualize the situation and changes
Fused hourly concentration of NO2 [µg/m3] at Helsinki Metropolitan Area. Wind vectors are illustrated with red arrows.
Case: indoor + outdoor
Case: Road management decision support system
© Vaisala Oyj
Review observations and forecasts
Plan maintenance
activities
Communicate plans
Monitor execution
Review performance
Case: airport decision support system; - Prevent ice formation- Detection of birds
Case: Wind park & smart grid decision support system
Case: Algae bloom
Case:Crop
• Information intensive• Weather critical• Multiple spatial phenomena• Farmer’s situational awareness• Most of the work carried out outdoors
Crop production
The dataoperator
• New kind of service provider?
Indoor
Outdoor
Indoor & Outdoor
Road, airports
Wind park & grid
Algae
Crop
Application X… Dat
aop
erat
or
Established Sino-Finnish public-private partnership
Companies
UniversitiesInstitutes
Companies
UniversitiesInstitutes
• Insigma • Green China Lab• Geostar• ZTE Shenzhen• University of Shenzhen • Chinese Academy of Environmental
Sciences CRAES (Beijing)• Renmin University (Beijing)• Chinese Academy of Building
Research, CABR (Beijing)• National Institute of Metrology, NIM
(Beijing)• Nankai University, Tianjin (Evaluation
panel member)
ChinaFinland
Research Pilots in Shenzhen/Beijing
Materials in chinese available
www.mmea.fi
