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Welcome to visit 3:
Factories of the future,
bioeconomy and process
industry
Mikko Merimaa
Vice President of Research
20/09/2019 VTT – beyond the obvious
#ICTpropday #VTTbeyondtheobvious
20/09/2019 VTT – beyond the obvious
Welcome
Mikko Merimaa, VTT
Factories of the Future and Digital Innovation
Riikka Virkkunen, VTT
Finnish Center for Artificial Intelligence (FCAI)
Janne Järvinen, VTT
F-TEP – Forestry Thematic Exploitation Platform for the management of carbon resources
Tuomas Häme, VTT
Bioeconomy going digital
Tiina Nakari-Setälä, VTT
Agenda
Owned by
Ministry of
Economic
Affairs and
Employment
VTT – beyond the obvious
Established in
1942
268M€
Net turnover and
other operating
income (VTT
Group 2018)
2,049
Total of personnel
(VTT Group
31.12.2018)
44%
From the net
turnover abroad
(VTT Group
2018)
31%
Doctorates and
Licentiates
(VTT Group
2018)
VTT is one of the leading research, development and
innovation organisations in Europe. We help our customers
and society to grow and renew through applied research. The
business sector and the entire society get the best benefit
from VTT when we solve challenges that require world-class
know-how together and translate them into business
opportunities.
Our vision
A brighter future is created through science-based
innovations.
Our mission
Customers and society grow and renew through
applied research.
Strategy
Impact through scientific and technological excellence.
20/09/2019 VTT – beyond the obvious 3
Growth with
sustainable
innovations
Good life
Improved quality
of life and work
Industrial renewal
Innovations
empowering
industry
Resource
sufficiency
Prosperity from
resource
wisdom
Climate action
Clean energy
for the future
Opportunities
in the world
of huge
challenges
Safety and
security
Resiliency in
turbulent world
20/09/2019 VTT – beyond the obvious 4
20/09/2019 VTT – beyond the obvious 5
VTT’s business areas
SMART
INDUSTRY
AND ENERGY
SYSTEMS
SOLUTIONS FOR
NATURAL
RESOURCES AND
ENVIRONMENT
• Sensing and
integration
• Connectivity
• Data-driven solutions
• National Metrology
Institute VTT MIKES
• Micronova
manufacturing
services
• Industrial
biotechnology and
food solutions
• Biomass processing
and products
• Sustainable energy
and chemical
technologies
• Lifecycle solutions
• Nuclear safety
• Smart energy and transport
solutions
• Digital engineering
• Business innovation
foresight
KNOWLEDGE
INTENSIVE
PRODUCTS AND
SERVICES
20/09/2019 VTT – beyond the obvious 6
VTT services
TECHNOLOGY AND
INNOVATION MANAGEMENT
TECHNOLOGY
PARTNERSHIP
IPR
AND
LICENSING
PRODUCT AND
SERVICE
DEVELOPMENT
STRATEGIC
RESEARCH
TECHNOLOGY
AND BUSINESS
FORESIGHT
We help you at all stages of
your innovation process,
from idea to commercialisation.
20/09/2019 VTT – beyond the obvious 7
VTT’s R&D infrastructure – an essential part of the
national research infrastructure
VTT’s research environments are world-class. They enable product development from basic research to piloting
and even small-scale production.
Bioruukki
The largest bioeconomy pilot and research
facility in the Nordic countries.
PrintoCent
World’s first pilot factory for printed
intelligence industrialisation.
ROViR
Remote Operations and Virtual Reality
Centre for the development of remote
operations and virtual reality technology in
industry.
VTT MIKES Metrology
is the National Metrology Institute of Finland
and performs high-level metrological
research and develops measuring
applications in partnership with industry.
Engine and vehicle laboratory
enables research on passenger cars as well
as heavy-duty vehicles up to 60 metric tons to
develop energy efficiency, emissions
reduction and use of 2nd generation biofuels.
Biotechnology and food research piloting
environment
offers unique facilities for the
development and customisation of
bio and food industry technologies.
Micronova
World-class cleanroom facility, fully
equipped for the fabrication of silicon, glass
and thin film-based microsystems.
A pilot-scale research environment for
fibre processes
enables the development of novel products
and supports the renewal of the pulp and
paper industry.
Centre for Nuclear Safety
for nuclear technology safety
research.
20/09/2019 VTT – beyond the obvious 8
Main political priorities in the digital area
 The digitalisation of European industry and services
• ”Factories of the Future and Digital Innovation,” Riikka Virkkunen
• ”F-TEP - Forestry Thematic Exploitation Platform for the management of forest carbon resources,”
Tuomas Häme
• ”Bioeconomy going digital,” Tiina Nakari-Setälä
 The European Data Infrastructure (EDI)
 The 5G action plan and connected and automated mobility
 The Next Generation Internet (NGI)
• ”Finnish Center for Artificial Intelligence,” Janne Järvinen
 Cybersecurity
ICT in ’leadership in enabling and industrial
technologies’
20/09/2019 VTT – beyond the obvious 9
IDS
 A standardised solution for secure cross-
domain or cross-ecosystem data exchange in
a trusted business ecosystem
 IDS defines a reference architecture for
trusted data sharing
 Reference implementations demonstrate the
already capabilities of the IDS in logistics,
production and IoT data management
European data infrastructure
• VTT gathers appropriate core-
partners and forms the nucleus of
the new IDS Hub
• Inauguration event together with
IDSA head office, took place in
June 2019
• A research and customer project
portfolio includes both EU and
national projects
Contact: Markus.Taumberger@vtt.fi
VTT is the Regional International Data Space - IDS Hub in Finland
20/09/2019 VTT – beyond the obvious
Test network platform as a service
5G technology and service development platform
 Test network available for PoC showcases and service testing and development
 Terrestrial network connectivity with carrier-grade core network and radio access
network solutions
 Flexible service configurations using standardised and open interfaces
 Possibilities to integrate new parts to platform and isolate private testing with
controlled access
Contacts: Jukka Mäkelä (jukka.makela@vtt.fi), Jyrki Huusko (jyrki.huusko@vtt.fi)
10
20/09/2019 VTT – beyond the obvious
VTT in 5G
The main focus areas utilising test network as a platform
Smart Connectivity Beyond 5G example focus areas
 Intelligent network and radio resource management development and enhancing service
quality in multi-vendor/multi-operator domain
 Cognitive decision making e.g. for security hardening of networks and network slicing /
micro-segmentation
 Mobile edge computing in distributed decision making, data processing and data storage.
 5G Innovation for Verticals
 Test network capabilities for testing and development of new tailored virtualised
functionalities and applications including alo mission critical data/video and space
verticals.
 Core Innovations
 Validation, testing and demonstration of new core technology solutions with 5G
connectivity
Contacts: Jukka Mäkelä (jukka.makela@vtt.fi), Jyrki Huusko (jyrki.huusko@vtt.fi)
11
20/09/2019 VTT – beyond the obvious 12
Cybersecurity war room
• Hardware and software testing as a service:
VTT has improved the cybersecurity of critical
infrastructure in several domains
• Tools: Metrics Visualisation System (measure and
visualise security), vulnerability testing, analysis,
test automation, and QoS/QoE.
• Threat intelligence
• Secure trusted computing platform development
Contact: Kimmo.Halunen@vtt.fi
Welcome to see our demo at the Finnish Village:
”Proof of concept implementations of
applied cryptography and smart contracts”!
Thank you! @VTTFinland www.vttresearch.com
Factories of the future
and digital innovations
Dr. Riikka Virkkunen,
Research Manager
20/09/2019 VTT – beyond the obvious
#ICTpropday #VTTbeyondtheobvious
20/09/2019 VTT – beyond the obvious 15
Vision for industrial renewal and digitalisation
Co-creating for Factories of the Future in European projects
Co-creating with customers
Summary
Factories of the future and digital innovations
Industrial revolutions
20/09/2019 VTT – beyond the obvious 16
Potential
The Internet of things: Mapping the value beyond the
hype (2015) McKinsey global institute
Value of IoT
in factories
20/09/2019 VTT – beyond the obvious 17
Must
20/09/2019 VTT – beyond the obvious 18
Growth with
sustainable
innovations
Good life
Improved quality
of life and work
Resource
sufficiency
Prosperity from
resource
wisdom
Climate action
Clean energy
for the future
Safety and
security
Resiliency in
turbulent world
20/09/2019 VTT – beyond the obvious 19
Read more:
www.vttresearch.com
Industrial renewal
Innovations
empowering
industry
INDUSTRIAL
RENEWAL
DESIGN FOR
FUTURE
RE-BIRTH OF
PRODUCTION
DISRUPTIVE
BUSINESSES
LOW-CARBON
INDUSTRY
Finland
VTT – beyond the obvious 21
 In European partnerships, examples on
automation and change of work
 In national ecosystems, example on
Reboot IoT Factory
 With customers, examples
Co-create
20/09/2019
20/09/2019 VTT – beyond the obvious
 A Pan-European Network of Robotics DIHs for
Agile Production DIH^2 (VTT)
 Logistics for Manufacturing SMEs, L4MS (VTT)
 Factory2Fit (VTT)
 ConnectedFactories 1-2 (EFFRA, VTT)
 Robotics for Inspection and Maintenance (CEA)
 Pan-European Robotics accelerator program
(Fundingbox)
 QU4ALITY (Atos)
 CSA-Industry4.E
Long term capacity building on robotics
for manufacturing industry
22
20/09/2019 VTT – beyond the obvious
A Pan-European Network of Robotics DIHs
for agile production (DIH^2)
DIH² platforms and marketplace:
www.ramp.eu
23
 EU portfolio of over 30 M€ in factory
robotics
 20–50% of funds allocated to small
and medium-sized enterprises
 Example:
Reduced setup cost and time of mobile
robots by a factor of 10
Hubs to accelerate technology adaption in SMEs
20/09/2019 VTT – beyond the obvious 24
20/09/2019 VTT – beyond the obvious 25
Changing industrial work
20/09/2019 VTT – beyond the obvious 26
 Robotics, cobotics, exosceletons,
wearables
 Enabling technologies
(connectivity, sensors, Big Data..)
 Remote handling solutions
 Artificial Intelligence
 Advanced visualisation (AR/VR/MR)
 Knowledge sharing tools
Technologies affecting industrial work
AR maintenance
(S-STEP, Dynavis)
Delta Cygni Labs
VTT spin-off 2013 Factory2Fit
20/09/2019 VTT – beyond the obvious
VTT augmented and virtual reality:
Over 150 use cases
27
www.factory2fit.eu
Factory2Fit
Empowering and participatory adaptation of factory automation to
fit for workers
20/09/2019 VTT – beyond the obvious 28
20/09/2019 VTT – beyond the obvious 29
Participatory design with virtual factory
VTT – beyond the obvious 30
Participatory design with virtual factory
Finnish Industrial Union
The solutions would improve productivity (76%)
and work satisfaction (66%)
20/09/2019
31
 Customer training for Prima
Power’s highly automated metal
processing lines
 Virtual factory environment
provides close to real-life learning
environment
 Steeper learning curve
for customers
Pre-training
VTT – beyond the obvious20/09/2019
32
Customer feedback on pre-training impacts
 Learn faster
 Easier to start
 Speed-up commissioning
VTT – beyond the obvious20/09/2019
33
Empowering the worker solutions
20/09/2019
Feedback of own well-being and performance supports competence
development and work satisfaction
.
https://www.shponline.co.uk/new-dashboard-app-to-give-workers-wellbeing-feedback/
Digital transformation is a journey
Scenarios for ConnectedFactories
20/09/2019 VTT – beyond the obvious 34
 Autonomous and Smart Factories
 Hyperconnected factories
 Collaborative Product-Service Factories
www.connectedfactories.eu
Reboot IoT Factory ecosystem
20/09/2019 VTT – beyond the obvious
Reboot IoT Factory
Grand challenges
Cognitive supply
network
ADVANCED
ROBOTICS
A/V REALITYDIGITAL
TWIN
DATA
ANALYTICS
IoT enablers
Digital production
Robotics fusion
Labour at digital work
environment
WEARABLESROBOTIC
PROCESS
AUTOMATION
ARTIFICIAL
INTELLIGENCE
3D
PRINTING
36
Pulp mill optimisation with AI
savings of 700 truck loads
A real time pulp
quality control
Yearly saving of
~ 700 truck load
Competitiveness
and sustainability
impact
20/09/2019 VTT – beyond the obvious 38
HYDROLINE
20/09/2019 VTT – beyond the obvious 39
 Aim to transform manufacturing driven
SME to an innovation driven SME
gaining significant new turnover from
value added services.
H2020-SMEINST
 Hydroline LEO:
Lifecycle Efficiency Online
IoT and data analytics system for
hydraulic component condition based
maintenance
Contact: Manu.Leinonen@hydroline.fi
Do you know your digital and AI maturity?
DIGITAL MATURITY ANALYSIS TOOL AI MATURITY ANALYSIS TOOL
20/09/2019 VTT – beyond the obvious 40
ai.digimaturity.vtt.fi
Co-creation for production innovation
VTT Infrastructure
PrintoCent for industrialising
printed electronics
Bioruukki Pilot Centre
for bio and circular economy
SMACC Labs for smart
machines and manufacturing
20/09/2019 VTT – beyond the obvious 41
20/09/2019 VTT – beyond the obvious 42
 Industry and manufacturing need a multitude of
digital technologies
 Robotics and AI are key sources of productivity
 Industrial work is changing
 SMEs need support in their digitalisation path
 Co-creation is needed!
Summary
Thank you! @VTTFinland www.vttresearch.com
FCAI –
Finnish Center for
Artificial Intelligence
Janne Järvinen
VP
Data Driven Solutions
20/09/2019 VTT – beyond the obvious
#ICTpropday #VTTbeyondtheobvious
AI expertise at VTT
100
data scientists
30
PhDs
20
years of experience
in data analysis algorithms
Annual AI project volume
20 M€
Computer vision*
AIVoice recognition* Rules-based
systems
Robotics
Planning &
scheduling
Optimisation
Natural language
processing*
Machine learning
*provided by partners
20/09/2019 VTT – beyond the obvious
45
20/09/2019 VTT – beyond the obvious 46
Recent success stories
The most energy
efficient super
market in the world
S-Market
The best quality
steel
SSAB
Efficient quality monitoring
for pulp production
Early detection
of cognitive
problems
Customer-friendly
sports analytics
algorithm
Diagnostics and
decision-making
support for doctors
Election
news bot
Accurate activity
recognition and
personalised
tracking tool
Risk prevention
sensors to detect
downfalls
Eye movement
tracking and
analysis for control
rooms
The world’s most energy saving supermarket
20.9.2019 VTT – beyond the obvious
Energy savings
60%
Annual energy cost savings
in one shop only around
180,000 EUR
A huge potential for both
business and
societal benefits
Total electricity consumption in Finland is
around 85 TWh, of which S Group uses
around 2% → a huge potential for both business and
societal benefits.
47
19/03/2019 VTT – beyond the obvious
SniffPhone can revolutionize cancer
screening all over the world
Sniffphone was awarded the 2018
Innovation Award by the EU
Commission for Most Innovative
Project.
SniffPhone
uses nano-
technology
-based
sensors
SniffPhone is a small smartphone attachment used to
diagnose gastric cancer. It also has applications in
screening other diseases, such as lung, colon and liver
cancers and metabolic disorders.
Painless
to use in
diagnosing
cancer
Simple and
fast
to use with
smartphones,
enabled by cloud-
based analytics
Cost-
effective
alternative to
traditional
screening
48
20/09/2019
• Finland was one of the first countries to create a national AI strategy (aiera.fi). This
work was led by Pekka Ala-Pietilä, who is also the Chairman of the AI HLEG of the
Commission.
• FCAI was created as part of the national strategy, and as a Flagship of the Academy
of Finland with a budget of 250 M€ for the initial 8-year operational term, it works as a
pivotal element in the implementation of the strategy.
• This nation-wide competence center for AI in Finland was founded by Aalto University,
University of Helsinki, and VTT Technical Research Centre of Finland.
• The Director of FCAI is Prof. Samuel Kaski (Aalto) and the Vice-Director is Prof. Petri
Myllymäki (University of Helsinki). For more information, please visit www.fcai.fi.
Background
50
fcai.fi
20/09/2019
FCAI in brief
• Long-term investment for all founding
members
• Started early 2018, Flagship of Academy of
Finland 2019 - 2023
• Based on long-term research excellence and
established collaboration
• Strengthens industrial collaboration and
societal impact
Approx.
30 AI
professors
with their groups
(~ 200 AI researchers) and a large
group of researchers from other
fields, as well as different
stakeholders
51
fcai.fi
20/09/2019 52
Continuing the long-term strategy
Based on strong
investments in
foundations ofAI
over decades
1980’s
Neural
networks
1995–99
First AoF CoE
on Neural
Networks (Aalto)
1999
HIIT founded as
joint institute
between UH and
Aalto
2000–05
Neural Networks
CoE (Aalto)
2002–07
From Data to
Knowledge CoE
(UH)
2006–11
Adaptive Informatics
CoE (Aalto)
2008–13
Algorithmic Data
Analysis CoE (UH)
2012–17 Computational
Inference CoE (Aalto/UH)
2014
Profi 1 UH: Large Data &
Life-Science Informatics
Aalto: ICT & Digitalization
2015
Profi 2 UH: Digital
Humanities
2016
Profi 3 UH: Data Science
Aalto: Data Science and
Analytics, Digital
Technology Ecosystems
HIIT (UH + Aalto)
150 researchers, budget 11
M€/year
2020’s
Flagship
1.Finland a leader
in development and
application of AI,
generating wealth
and prosperity for the
country as a whole.
2.Experts with skills
and capabilities to
employ the latest AI
methodologies
3.Analytic
data-based
decisions usingAI
methods.
VTT: Building national and international ecosystems
fcai.fi
20/09/2019
Helsinki the leading AI hub in the Nordics
• producing almost 90% of top-level AI output in Finland
• on par with many global top-20 universities known for their AI output:
• This result is supported by an independent bibliometric study (Ailisto et al., 2018),
which indicates that the total AI output volume of FCAI (as determined by Scopus,
based on years 2008 - 2017), is around 75% of the output of the country of Finland,
and is among the top 10 in Europe, and is growing faster than the competition.
FCAI as an AI competence hub
H-index Citations AI
output
Ranking
FCAI 32 5800 164 56 (UH)
UCL (UK) 31 6100 117 16
Cornell (US) 38 8200 140 14
Stanford(US) 47 7000 337 2
H-index/citations: Median for AI faculty
AI output: Publications in top-level AI forums in 2014 - 2017
Ranking: Shanghai University Ranking 2017
53
fcai.fi
20/09/2019
International AI collaboration
Number of publications
54
fcai.fi
20/09/2019
Scientific collaboration
NSF Science and Technology Center
for Science of Information (USA)
Alan Turing Institute (UK)
EIT Digital (EU) Japan
+ manyothers
H2O: Hong Kong –Helsinki
Oasis for Innovation and
Technology
55
fcai.fi
FCAI Research
520/09/2019 57
fcai.fi
20/09/2019
Data efficiency
Most of the value in big data is in the enormous number of small questions it
could answer. At this resolution data becomes small and a scarce resource.
✔ We will make AI applicable to a significantly wider scope of questions by
several means: data-efficiency, prior knowledge, (privacy-preserving) sharing and
fusion of data.
Trust and ethics
Many AI techniques cannot be trusted because they are vulnerable to
manipulation and information stealing, and reliability is not known.
✔ We will develop the required privacy-preserving, secure and resilient AI.
Societal trust stemming from dependable AI enables wide applicability.
Understanding
✔ We will give AI the capability to understand the user, which enables for making
AI understandable. Outcome: AIs that are able to augment human capabilities.
Research objectives: Solve AI bottlenecks
58
fcai.fi
20/09/2019
FCAI research programs contributing to
the FCAI objectives
 AGILE PROBABILISTIC AI – Develops an
interactive and AI-assisted process for building new
AI models with practical probabilistic programming.
The models will work as explainable, verifiable,
uncertainty-aware, reliable tools to build and check
the behavior of AIs. Coordinating professor:
Professor Aki Vehtari, Computer Science (Aalto).
 SIMULATOR BASED INFERENCE - Develops
new methods needed for real AIs to have efficient
and interpretable reasoning capabilities. This
requires cross-breeding modern machine learning
and simulator-based inference. Coordinating
professor: Professor Jukka Corander, Statistics
(University of Helsinki, University of Oslo and
Sanger Institute) .
 NEXT GENERATION DATA-EFFICIENT DEEP
LEARNING – Develops methods that harness the
power of deep learning. These methods include
semi-supervised learning, few-shot learning for
making use of auxiliary sources of training data, and
learning models that can be reliably used in
simulator-based inference. The goal is to achieve
high-quality results with scarce training data and
only limited human supervision. Coordinating
professors: CEO Harri Valpola (Curious AI),
Professor Alexander Ilin (Aalto University).
PRIVACY & SECURITY - Develops realistic
adversary models to build effective tools and
techniques that practitioners can use to build
dependable AI systems. Coordinating professor:
Professor Antti Honkela, Statistics (University of
Helsinki)
INTERACTIVE AI - Develops methods for
collaborative forms of AI: their ability to infer human
beliefs and abilities from observations and predicting
the consequences of their actions on humans. These
are AIs with which people can naturally work and
solve problems, and which demonstrate the ability to
better understand our goals and abilities, take
initiative more sensitively, align their objectives with
us, and support us. Coordinating professor:
Professor Antti Oulasvirta, HCI, Cognitive Science
(Aalto University)
New openings to be launched soon:
Autonomous AI, Coordinating professor Ville Kyrki
Ethical and Social Aspects of AI, Coordinating
professor Petri Ylikoski
FCAI OBJECTIVES
59
fcai.fi
FCAI Impact Programs
20/09/2019
Added value in national ecosystems
61
fcai.fi
Industry
e.g.
Academic
partners Public-
private
AI
accelerator
AIF
EIT digital
Health & well-being
ICT and telecommunication
Circular economy
Energy systems
Autonomous transportation and mobility
FCAI collaboration
Innovation
ecosystems
and hubs
Added value
20/09/2019
Impact programs
62
science
economy
society
education
• Bring research result to
practice
• Create FCAI ecosystem
• Promote effective and
ethical application of AI
• Support governmental
decision-making
• Provide new AI
professionals
• Educate professionals
in industry and public
sector
• Increase general
public’s understanding
INDUSTRY AND
SOCIETY
EDUCATION
IMPACT
IMPACT PROGRAMS AND ACTIONS
Systematicevaluation
fcai.fi
20/09/2019
From research to impact: Highlight results
63
Agile probabilistic
Simulator-based
Deep learning
Private & Secure
Interactive
Data-efficient
Trust & Ethics
Understandable
• Easy and privacy-preserving
modeling tools
• AI-driven health
• Intelligent service assistant for
people in Finland
• Intelligent urban environment
• AI-driven design of materials
fcai.fi
20/09/2019
Join us!
FCAI is an open ecosystem that brings together researchers, companies,
students and the public sector interested in use of AI.
This interest may include cutting-edge research, knowledge exchange or
education of the personnel, student collaboration and recruitment of young
talents, and technology transfer.
The best results are achieved, when all FCAI members are active in their
respective areas of expertise.
fcai.fi
64
fcai.fi
Thank you! @VTTFinland www.vttresearch.com
Bioeconomy going
digital
Tiina Nakari-Setälä
Vice President, Strategy and BI
#ICTpropday
#VTTbeyondtheobvious
20/09/2019 VTT – beyond the obvious
50 %
MORE FOOD
45 %
MORE ENERGY
30 %
MORE WATER
BY 2030
We are facing huge challenges
KEEP
GLOBAL WARMING
BELOW 2ºC
RESOURCE
CAPACITY ALREADY
EXCEEDED 2-FOLD
100%
MORE
MATERIAL
BY 2050
Food
Energy
products
Materials
Bioeconomy and circular economy
are creating positive impacts on
climate and resource sufficiency
68
Circular
solutions
But how to make value-added
bioproducts in the future?
20/09/2019 VTT – beyond the obvious 69
Cellulose as a material platform
• Cellulose-based materials will play a
crucial role in entering a post-plastic world
• Digital technologies enable a controlled
circulation of cellulose-based materials.
• By mastering an intelligent material
circulation, cellulose can become a
service.
• In the material leasing concept, the
customer pays for the material use and
quality losses during the utilization phase
70
How would you fuse data and materials together to
make a game changing shift in the ownership of
materials and how materials communicate with the
owner, user and themselves?
Information
• Which
materials to
track?
• What and
how much
data? Cloud
storage?
Data encoding
• What kind of
structures and
external
signals?
• How
sustainable,
economic?
Embedding into a
material
• Effects on
material
properties?
• Stability
during
material use?
Safety?
Data decoding
• Feasible
methods &
sensitivity?
• Acceptable
reading speed
and price for
each business
case?
20/09/2019 VTT – beyond the obvious 71
New material ownership models
Encoding
Embedding
Decoding
Material tracking with 1-D nanoscale barcode
20.9.2019 VTT – beyond the obvious 72
Case TrackBar
Digital
technologies
will have a
central role in
future
bioproduct
industries
73
74
Speeding up-scaling of investment-
intensive processes
Laboratory
(1 M€)
Pilot
(10 M€)
Demonstration
(100 M€)
Model
Model
Model
75VTT 2018
Lab
(1 M€)
Demonstration
(100 M€)
Model
Speeding up-scaling of investment-
intensive processes
20/09/2019
Tiina Nakari-Setälä
tiina.nakari-setala@vtt.fi
+358 40 821 5794
@VTTFinland
@TNakariSetala
www.vtt.fi
F-TEP
Forestry Thematic
Exploitation Platform for the
management of forest carbon
resources
Tuomas Häme, Renne Tergujeff
#ICTpropday
#VTTbeyondtheobvious
20/09/2019 VTT – beyond the obvious
f-tep.com
78
20/09/2019 VTT – beyond the obvious 78
79
1. Role of forests is dramatically increasing worldwide
• carbon cycle
• central raw material source
• deforestation
2. Monitoring forest resources expensive using traditional methods
3. The European Copernicus satellite program: 2 TB free and open data available daily
4. Forestry Thematic Exploitation Platform or Forestry-TEP (F-TEP) has been developed
as the solution to the global forest monitoring demand
Why Forestry TEP
20/09/2019 VTT – beyond the obvious
20/09/2019 VTT – beyond the obvious 80
One-stop shop for forestry remote sensing services
for the academic, public and commercial sectors
 Online service that enables quicker and smoother value adding
 Access to satellite imagery, computing power and value adding services
 Platform for developing and sharing own applications
 Worldwide marketing channel for commercial remote sensing services
Forestry TEP
VTT – beyond the obvious
Promotion, sales
F-TEP
Basic features Developer features
Reference data
Methods
 Services
Satellite data
Tools and
Services
Collaboration,
Peer support
Free and commercial services, tools and data
Processing, Tools, Workspaces, Collaboration,
Sharing, Support
Data and
service
providers
Users
Forestry-TEP overall concept
20/09/2019 VTT – beyond the obvious 81
F-TEP is a platform solution for forest analyses
using satellite data: forest monitoring, biocarbon
assessment and forest asset management.
F-TEP is for
 Commercial (service providers, Industrial
companies),
 Public (forest administrations, NGOs, UN orgs)
 Research (international initiatives, research
programmes and communities)
F-TEP can be used
 Services available on the platform via online web
service
 Possibility for developing own processing services
for own purposes or customers
 Framework for consultation and research projects
Forestry TEP in the nutshell
20/09/2019 VTT – beyond the obvious 82
Forestry TEP as a platform
20/09/2019 VTT – beyond the obvious 83
3rd party services
and applications
Platform functionalities -
including data access;
basic services and tools;
development capability
Data, processing
and storage facilities
End users
Auxiliary data
CREODIAS
Users’ data
Value-added information
Led by VTT
 Coordination
 Domain expertise
Together with CGI
 Systems integration
 Development
 Thematic processing services
• e.g. vegetation indices, land cover mapping,
forest change mapping
 Supporting processing services
• e.g. S-1 stacking, masking, mosaicking
 Interactive applications
• e.g. QGIS, SNAP
 Full listing at f-tep.com
• Core Offering readily open to all users
• Additional services by agreement
 Inviting further service providers
Processing services and tools
20/09/2019 VTT – beyond the obvious 84
Online development environment
• Based on Docker on Linux environment
• Developer defines the processing logic and
input parameters
• Implementation in a programming language of
choice
• Libraries such as SNAP, Orfeo Toolbox, GDAL
etc. can be used
• Templates provided – only moderate learning
curve
• Software installations locally not needed
Service development
20/09/2019 VTT – beyond the obvious 85
20/09/2019 VTT – beyond the obvious 86
High-resolution maps of forest
carbon fluxes, storage and their
development over time
 Improved profitability of forest
management
 Paradigm change in utilizing Earth
Observation for forest monitoring
 North State project 2015 - 2017
 Forest Flux project 2018 - 2021
https://www.vtt.fi/sites/forestflux
Examples
20/09/2019 VTT – beyond the obvious 87
20/09/2019 88
Forest fires in Tenerife, August 2019
VTT – beyond the obvious
20/09/2019 89VTT – beyond the obvious
f-tep.com
20/09/2019 VTT – beyond the obvious 90
One-stop shop for forestry remote sensing
services for the academic, operational public
and commercial sectors
In the photo, with permission:
Daniel Vega / Universidad Juárez del Estado de Durango, a Forestry TEP
pilot user
Contacts
info@f-tep.com
Tuomas Häme
tuomas.hame@vtt.fi
+358 40 587 0631
Renne Tergujeff
renne.tergujeff@vtt.fi
+358 40 501 7057
f-tep.com
Tuomas Häme
tuomas.hame@vtt.fi
+358 40 587 0631
@VTTFinland www.vtt.fi

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ICT Proposers' Day 2019 Side Event, Visit 3

  • 1. Welcome to visit 3: Factories of the future, bioeconomy and process industry Mikko Merimaa Vice President of Research 20/09/2019 VTT – beyond the obvious #ICTpropday #VTTbeyondtheobvious
  • 2. 20/09/2019 VTT – beyond the obvious Welcome Mikko Merimaa, VTT Factories of the Future and Digital Innovation Riikka Virkkunen, VTT Finnish Center for Artificial Intelligence (FCAI) Janne Järvinen, VTT F-TEP – Forestry Thematic Exploitation Platform for the management of carbon resources Tuomas Häme, VTT Bioeconomy going digital Tiina Nakari-Setälä, VTT Agenda
  • 3. Owned by Ministry of Economic Affairs and Employment VTT – beyond the obvious Established in 1942 268M€ Net turnover and other operating income (VTT Group 2018) 2,049 Total of personnel (VTT Group 31.12.2018) 44% From the net turnover abroad (VTT Group 2018) 31% Doctorates and Licentiates (VTT Group 2018) VTT is one of the leading research, development and innovation organisations in Europe. We help our customers and society to grow and renew through applied research. The business sector and the entire society get the best benefit from VTT when we solve challenges that require world-class know-how together and translate them into business opportunities. Our vision A brighter future is created through science-based innovations. Our mission Customers and society grow and renew through applied research. Strategy Impact through scientific and technological excellence. 20/09/2019 VTT – beyond the obvious 3
  • 4. Growth with sustainable innovations Good life Improved quality of life and work Industrial renewal Innovations empowering industry Resource sufficiency Prosperity from resource wisdom Climate action Clean energy for the future Opportunities in the world of huge challenges Safety and security Resiliency in turbulent world 20/09/2019 VTT – beyond the obvious 4
  • 5. 20/09/2019 VTT – beyond the obvious 5 VTT’s business areas SMART INDUSTRY AND ENERGY SYSTEMS SOLUTIONS FOR NATURAL RESOURCES AND ENVIRONMENT • Sensing and integration • Connectivity • Data-driven solutions • National Metrology Institute VTT MIKES • Micronova manufacturing services • Industrial biotechnology and food solutions • Biomass processing and products • Sustainable energy and chemical technologies • Lifecycle solutions • Nuclear safety • Smart energy and transport solutions • Digital engineering • Business innovation foresight KNOWLEDGE INTENSIVE PRODUCTS AND SERVICES
  • 6. 20/09/2019 VTT – beyond the obvious 6 VTT services TECHNOLOGY AND INNOVATION MANAGEMENT TECHNOLOGY PARTNERSHIP IPR AND LICENSING PRODUCT AND SERVICE DEVELOPMENT STRATEGIC RESEARCH TECHNOLOGY AND BUSINESS FORESIGHT We help you at all stages of your innovation process, from idea to commercialisation.
  • 7. 20/09/2019 VTT – beyond the obvious 7 VTT’s R&D infrastructure – an essential part of the national research infrastructure VTT’s research environments are world-class. They enable product development from basic research to piloting and even small-scale production. Bioruukki The largest bioeconomy pilot and research facility in the Nordic countries. PrintoCent World’s first pilot factory for printed intelligence industrialisation. ROViR Remote Operations and Virtual Reality Centre for the development of remote operations and virtual reality technology in industry. VTT MIKES Metrology is the National Metrology Institute of Finland and performs high-level metrological research and develops measuring applications in partnership with industry. Engine and vehicle laboratory enables research on passenger cars as well as heavy-duty vehicles up to 60 metric tons to develop energy efficiency, emissions reduction and use of 2nd generation biofuels. Biotechnology and food research piloting environment offers unique facilities for the development and customisation of bio and food industry technologies. Micronova World-class cleanroom facility, fully equipped for the fabrication of silicon, glass and thin film-based microsystems. A pilot-scale research environment for fibre processes enables the development of novel products and supports the renewal of the pulp and paper industry. Centre for Nuclear Safety for nuclear technology safety research.
  • 8. 20/09/2019 VTT – beyond the obvious 8 Main political priorities in the digital area  The digitalisation of European industry and services • ”Factories of the Future and Digital Innovation,” Riikka Virkkunen • ”F-TEP - Forestry Thematic Exploitation Platform for the management of forest carbon resources,” Tuomas Häme • ”Bioeconomy going digital,” Tiina Nakari-Setälä  The European Data Infrastructure (EDI)  The 5G action plan and connected and automated mobility  The Next Generation Internet (NGI) • ”Finnish Center for Artificial Intelligence,” Janne Järvinen  Cybersecurity ICT in ’leadership in enabling and industrial technologies’
  • 9. 20/09/2019 VTT – beyond the obvious 9 IDS  A standardised solution for secure cross- domain or cross-ecosystem data exchange in a trusted business ecosystem  IDS defines a reference architecture for trusted data sharing  Reference implementations demonstrate the already capabilities of the IDS in logistics, production and IoT data management European data infrastructure • VTT gathers appropriate core- partners and forms the nucleus of the new IDS Hub • Inauguration event together with IDSA head office, took place in June 2019 • A research and customer project portfolio includes both EU and national projects Contact: Markus.Taumberger@vtt.fi VTT is the Regional International Data Space - IDS Hub in Finland
  • 10. 20/09/2019 VTT – beyond the obvious Test network platform as a service 5G technology and service development platform  Test network available for PoC showcases and service testing and development  Terrestrial network connectivity with carrier-grade core network and radio access network solutions  Flexible service configurations using standardised and open interfaces  Possibilities to integrate new parts to platform and isolate private testing with controlled access Contacts: Jukka Mäkelä (jukka.makela@vtt.fi), Jyrki Huusko (jyrki.huusko@vtt.fi) 10
  • 11. 20/09/2019 VTT – beyond the obvious VTT in 5G The main focus areas utilising test network as a platform Smart Connectivity Beyond 5G example focus areas  Intelligent network and radio resource management development and enhancing service quality in multi-vendor/multi-operator domain  Cognitive decision making e.g. for security hardening of networks and network slicing / micro-segmentation  Mobile edge computing in distributed decision making, data processing and data storage.  5G Innovation for Verticals  Test network capabilities for testing and development of new tailored virtualised functionalities and applications including alo mission critical data/video and space verticals.  Core Innovations  Validation, testing and demonstration of new core technology solutions with 5G connectivity Contacts: Jukka Mäkelä (jukka.makela@vtt.fi), Jyrki Huusko (jyrki.huusko@vtt.fi) 11
  • 12. 20/09/2019 VTT – beyond the obvious 12 Cybersecurity war room • Hardware and software testing as a service: VTT has improved the cybersecurity of critical infrastructure in several domains • Tools: Metrics Visualisation System (measure and visualise security), vulnerability testing, analysis, test automation, and QoS/QoE. • Threat intelligence • Secure trusted computing platform development Contact: Kimmo.Halunen@vtt.fi Welcome to see our demo at the Finnish Village: ”Proof of concept implementations of applied cryptography and smart contracts”!
  • 13. Thank you! @VTTFinland www.vttresearch.com
  • 14. Factories of the future and digital innovations Dr. Riikka Virkkunen, Research Manager 20/09/2019 VTT – beyond the obvious #ICTpropday #VTTbeyondtheobvious
  • 15. 20/09/2019 VTT – beyond the obvious 15 Vision for industrial renewal and digitalisation Co-creating for Factories of the Future in European projects Co-creating with customers Summary Factories of the future and digital innovations
  • 16. Industrial revolutions 20/09/2019 VTT – beyond the obvious 16
  • 17. Potential The Internet of things: Mapping the value beyond the hype (2015) McKinsey global institute Value of IoT in factories 20/09/2019 VTT – beyond the obvious 17
  • 18. Must 20/09/2019 VTT – beyond the obvious 18
  • 19. Growth with sustainable innovations Good life Improved quality of life and work Resource sufficiency Prosperity from resource wisdom Climate action Clean energy for the future Safety and security Resiliency in turbulent world 20/09/2019 VTT – beyond the obvious 19 Read more: www.vttresearch.com Industrial renewal Innovations empowering industry INDUSTRIAL RENEWAL DESIGN FOR FUTURE RE-BIRTH OF PRODUCTION DISRUPTIVE BUSINESSES LOW-CARBON INDUSTRY
  • 21. VTT – beyond the obvious 21  In European partnerships, examples on automation and change of work  In national ecosystems, example on Reboot IoT Factory  With customers, examples Co-create 20/09/2019
  • 22. 20/09/2019 VTT – beyond the obvious  A Pan-European Network of Robotics DIHs for Agile Production DIH^2 (VTT)  Logistics for Manufacturing SMEs, L4MS (VTT)  Factory2Fit (VTT)  ConnectedFactories 1-2 (EFFRA, VTT)  Robotics for Inspection and Maintenance (CEA)  Pan-European Robotics accelerator program (Fundingbox)  QU4ALITY (Atos)  CSA-Industry4.E Long term capacity building on robotics for manufacturing industry 22
  • 23. 20/09/2019 VTT – beyond the obvious A Pan-European Network of Robotics DIHs for agile production (DIH^2) DIH² platforms and marketplace: www.ramp.eu 23
  • 24.  EU portfolio of over 30 M€ in factory robotics  20–50% of funds allocated to small and medium-sized enterprises  Example: Reduced setup cost and time of mobile robots by a factor of 10 Hubs to accelerate technology adaption in SMEs 20/09/2019 VTT – beyond the obvious 24
  • 25. 20/09/2019 VTT – beyond the obvious 25 Changing industrial work
  • 26. 20/09/2019 VTT – beyond the obvious 26  Robotics, cobotics, exosceletons, wearables  Enabling technologies (connectivity, sensors, Big Data..)  Remote handling solutions  Artificial Intelligence  Advanced visualisation (AR/VR/MR)  Knowledge sharing tools Technologies affecting industrial work
  • 27. AR maintenance (S-STEP, Dynavis) Delta Cygni Labs VTT spin-off 2013 Factory2Fit 20/09/2019 VTT – beyond the obvious VTT augmented and virtual reality: Over 150 use cases 27
  • 28. www.factory2fit.eu Factory2Fit Empowering and participatory adaptation of factory automation to fit for workers 20/09/2019 VTT – beyond the obvious 28
  • 29. 20/09/2019 VTT – beyond the obvious 29 Participatory design with virtual factory
  • 30. VTT – beyond the obvious 30 Participatory design with virtual factory Finnish Industrial Union The solutions would improve productivity (76%) and work satisfaction (66%) 20/09/2019
  • 31. 31  Customer training for Prima Power’s highly automated metal processing lines  Virtual factory environment provides close to real-life learning environment  Steeper learning curve for customers Pre-training VTT – beyond the obvious20/09/2019
  • 32. 32 Customer feedback on pre-training impacts  Learn faster  Easier to start  Speed-up commissioning VTT – beyond the obvious20/09/2019
  • 33. 33 Empowering the worker solutions 20/09/2019 Feedback of own well-being and performance supports competence development and work satisfaction . https://www.shponline.co.uk/new-dashboard-app-to-give-workers-wellbeing-feedback/
  • 34. Digital transformation is a journey Scenarios for ConnectedFactories 20/09/2019 VTT – beyond the obvious 34  Autonomous and Smart Factories  Hyperconnected factories  Collaborative Product-Service Factories www.connectedfactories.eu
  • 35. Reboot IoT Factory ecosystem
  • 36. 20/09/2019 VTT – beyond the obvious Reboot IoT Factory Grand challenges Cognitive supply network ADVANCED ROBOTICS A/V REALITYDIGITAL TWIN DATA ANALYTICS IoT enablers Digital production Robotics fusion Labour at digital work environment WEARABLESROBOTIC PROCESS AUTOMATION ARTIFICIAL INTELLIGENCE 3D PRINTING 36
  • 37.
  • 38. Pulp mill optimisation with AI savings of 700 truck loads A real time pulp quality control Yearly saving of ~ 700 truck load Competitiveness and sustainability impact 20/09/2019 VTT – beyond the obvious 38
  • 39. HYDROLINE 20/09/2019 VTT – beyond the obvious 39  Aim to transform manufacturing driven SME to an innovation driven SME gaining significant new turnover from value added services. H2020-SMEINST  Hydroline LEO: Lifecycle Efficiency Online IoT and data analytics system for hydraulic component condition based maintenance Contact: Manu.Leinonen@hydroline.fi
  • 40. Do you know your digital and AI maturity? DIGITAL MATURITY ANALYSIS TOOL AI MATURITY ANALYSIS TOOL 20/09/2019 VTT – beyond the obvious 40 ai.digimaturity.vtt.fi
  • 41. Co-creation for production innovation VTT Infrastructure PrintoCent for industrialising printed electronics Bioruukki Pilot Centre for bio and circular economy SMACC Labs for smart machines and manufacturing 20/09/2019 VTT – beyond the obvious 41
  • 42. 20/09/2019 VTT – beyond the obvious 42  Industry and manufacturing need a multitude of digital technologies  Robotics and AI are key sources of productivity  Industrial work is changing  SMEs need support in their digitalisation path  Co-creation is needed! Summary
  • 43. Thank you! @VTTFinland www.vttresearch.com
  • 44. FCAI – Finnish Center for Artificial Intelligence Janne Järvinen VP Data Driven Solutions 20/09/2019 VTT – beyond the obvious #ICTpropday #VTTbeyondtheobvious
  • 45. AI expertise at VTT 100 data scientists 30 PhDs 20 years of experience in data analysis algorithms Annual AI project volume 20 M€ Computer vision* AIVoice recognition* Rules-based systems Robotics Planning & scheduling Optimisation Natural language processing* Machine learning *provided by partners 20/09/2019 VTT – beyond the obvious 45
  • 46. 20/09/2019 VTT – beyond the obvious 46 Recent success stories The most energy efficient super market in the world S-Market The best quality steel SSAB Efficient quality monitoring for pulp production Early detection of cognitive problems Customer-friendly sports analytics algorithm Diagnostics and decision-making support for doctors Election news bot Accurate activity recognition and personalised tracking tool Risk prevention sensors to detect downfalls Eye movement tracking and analysis for control rooms
  • 47. The world’s most energy saving supermarket 20.9.2019 VTT – beyond the obvious Energy savings 60% Annual energy cost savings in one shop only around 180,000 EUR A huge potential for both business and societal benefits Total electricity consumption in Finland is around 85 TWh, of which S Group uses around 2% → a huge potential for both business and societal benefits. 47
  • 48. 19/03/2019 VTT – beyond the obvious SniffPhone can revolutionize cancer screening all over the world Sniffphone was awarded the 2018 Innovation Award by the EU Commission for Most Innovative Project. SniffPhone uses nano- technology -based sensors SniffPhone is a small smartphone attachment used to diagnose gastric cancer. It also has applications in screening other diseases, such as lung, colon and liver cancers and metabolic disorders. Painless to use in diagnosing cancer Simple and fast to use with smartphones, enabled by cloud- based analytics Cost- effective alternative to traditional screening 48
  • 49.
  • 50. 20/09/2019 • Finland was one of the first countries to create a national AI strategy (aiera.fi). This work was led by Pekka Ala-Pietilä, who is also the Chairman of the AI HLEG of the Commission. • FCAI was created as part of the national strategy, and as a Flagship of the Academy of Finland with a budget of 250 M€ for the initial 8-year operational term, it works as a pivotal element in the implementation of the strategy. • This nation-wide competence center for AI in Finland was founded by Aalto University, University of Helsinki, and VTT Technical Research Centre of Finland. • The Director of FCAI is Prof. Samuel Kaski (Aalto) and the Vice-Director is Prof. Petri Myllymäki (University of Helsinki). For more information, please visit www.fcai.fi. Background 50 fcai.fi
  • 51. 20/09/2019 FCAI in brief • Long-term investment for all founding members • Started early 2018, Flagship of Academy of Finland 2019 - 2023 • Based on long-term research excellence and established collaboration • Strengthens industrial collaboration and societal impact Approx. 30 AI professors with their groups (~ 200 AI researchers) and a large group of researchers from other fields, as well as different stakeholders 51 fcai.fi
  • 52. 20/09/2019 52 Continuing the long-term strategy Based on strong investments in foundations ofAI over decades 1980’s Neural networks 1995–99 First AoF CoE on Neural Networks (Aalto) 1999 HIIT founded as joint institute between UH and Aalto 2000–05 Neural Networks CoE (Aalto) 2002–07 From Data to Knowledge CoE (UH) 2006–11 Adaptive Informatics CoE (Aalto) 2008–13 Algorithmic Data Analysis CoE (UH) 2012–17 Computational Inference CoE (Aalto/UH) 2014 Profi 1 UH: Large Data & Life-Science Informatics Aalto: ICT & Digitalization 2015 Profi 2 UH: Digital Humanities 2016 Profi 3 UH: Data Science Aalto: Data Science and Analytics, Digital Technology Ecosystems HIIT (UH + Aalto) 150 researchers, budget 11 M€/year 2020’s Flagship 1.Finland a leader in development and application of AI, generating wealth and prosperity for the country as a whole. 2.Experts with skills and capabilities to employ the latest AI methodologies 3.Analytic data-based decisions usingAI methods. VTT: Building national and international ecosystems fcai.fi
  • 53. 20/09/2019 Helsinki the leading AI hub in the Nordics • producing almost 90% of top-level AI output in Finland • on par with many global top-20 universities known for their AI output: • This result is supported by an independent bibliometric study (Ailisto et al., 2018), which indicates that the total AI output volume of FCAI (as determined by Scopus, based on years 2008 - 2017), is around 75% of the output of the country of Finland, and is among the top 10 in Europe, and is growing faster than the competition. FCAI as an AI competence hub H-index Citations AI output Ranking FCAI 32 5800 164 56 (UH) UCL (UK) 31 6100 117 16 Cornell (US) 38 8200 140 14 Stanford(US) 47 7000 337 2 H-index/citations: Median for AI faculty AI output: Publications in top-level AI forums in 2014 - 2017 Ranking: Shanghai University Ranking 2017 53 fcai.fi
  • 55. 20/09/2019 Scientific collaboration NSF Science and Technology Center for Science of Information (USA) Alan Turing Institute (UK) EIT Digital (EU) Japan + manyothers H2O: Hong Kong –Helsinki Oasis for Innovation and Technology 55 fcai.fi
  • 58. 20/09/2019 Data efficiency Most of the value in big data is in the enormous number of small questions it could answer. At this resolution data becomes small and a scarce resource. ✔ We will make AI applicable to a significantly wider scope of questions by several means: data-efficiency, prior knowledge, (privacy-preserving) sharing and fusion of data. Trust and ethics Many AI techniques cannot be trusted because they are vulnerable to manipulation and information stealing, and reliability is not known. ✔ We will develop the required privacy-preserving, secure and resilient AI. Societal trust stemming from dependable AI enables wide applicability. Understanding ✔ We will give AI the capability to understand the user, which enables for making AI understandable. Outcome: AIs that are able to augment human capabilities. Research objectives: Solve AI bottlenecks 58 fcai.fi
  • 59. 20/09/2019 FCAI research programs contributing to the FCAI objectives  AGILE PROBABILISTIC AI – Develops an interactive and AI-assisted process for building new AI models with practical probabilistic programming. The models will work as explainable, verifiable, uncertainty-aware, reliable tools to build and check the behavior of AIs. Coordinating professor: Professor Aki Vehtari, Computer Science (Aalto).  SIMULATOR BASED INFERENCE - Develops new methods needed for real AIs to have efficient and interpretable reasoning capabilities. This requires cross-breeding modern machine learning and simulator-based inference. Coordinating professor: Professor Jukka Corander, Statistics (University of Helsinki, University of Oslo and Sanger Institute) .  NEXT GENERATION DATA-EFFICIENT DEEP LEARNING – Develops methods that harness the power of deep learning. These methods include semi-supervised learning, few-shot learning for making use of auxiliary sources of training data, and learning models that can be reliably used in simulator-based inference. The goal is to achieve high-quality results with scarce training data and only limited human supervision. Coordinating professors: CEO Harri Valpola (Curious AI), Professor Alexander Ilin (Aalto University). PRIVACY & SECURITY - Develops realistic adversary models to build effective tools and techniques that practitioners can use to build dependable AI systems. Coordinating professor: Professor Antti Honkela, Statistics (University of Helsinki) INTERACTIVE AI - Develops methods for collaborative forms of AI: their ability to infer human beliefs and abilities from observations and predicting the consequences of their actions on humans. These are AIs with which people can naturally work and solve problems, and which demonstrate the ability to better understand our goals and abilities, take initiative more sensitively, align their objectives with us, and support us. Coordinating professor: Professor Antti Oulasvirta, HCI, Cognitive Science (Aalto University) New openings to be launched soon: Autonomous AI, Coordinating professor Ville Kyrki Ethical and Social Aspects of AI, Coordinating professor Petri Ylikoski FCAI OBJECTIVES 59 fcai.fi
  • 61. 20/09/2019 Added value in national ecosystems 61 fcai.fi Industry e.g. Academic partners Public- private AI accelerator AIF EIT digital Health & well-being ICT and telecommunication Circular economy Energy systems Autonomous transportation and mobility FCAI collaboration Innovation ecosystems and hubs Added value
  • 62. 20/09/2019 Impact programs 62 science economy society education • Bring research result to practice • Create FCAI ecosystem • Promote effective and ethical application of AI • Support governmental decision-making • Provide new AI professionals • Educate professionals in industry and public sector • Increase general public’s understanding INDUSTRY AND SOCIETY EDUCATION IMPACT IMPACT PROGRAMS AND ACTIONS Systematicevaluation fcai.fi
  • 63. 20/09/2019 From research to impact: Highlight results 63 Agile probabilistic Simulator-based Deep learning Private & Secure Interactive Data-efficient Trust & Ethics Understandable • Easy and privacy-preserving modeling tools • AI-driven health • Intelligent service assistant for people in Finland • Intelligent urban environment • AI-driven design of materials fcai.fi
  • 64. 20/09/2019 Join us! FCAI is an open ecosystem that brings together researchers, companies, students and the public sector interested in use of AI. This interest may include cutting-edge research, knowledge exchange or education of the personnel, student collaboration and recruitment of young talents, and technology transfer. The best results are achieved, when all FCAI members are active in their respective areas of expertise. fcai.fi 64 fcai.fi
  • 65. Thank you! @VTTFinland www.vttresearch.com
  • 66. Bioeconomy going digital Tiina Nakari-Setälä Vice President, Strategy and BI #ICTpropday #VTTbeyondtheobvious 20/09/2019 VTT – beyond the obvious
  • 67. 50 % MORE FOOD 45 % MORE ENERGY 30 % MORE WATER BY 2030 We are facing huge challenges KEEP GLOBAL WARMING BELOW 2ºC RESOURCE CAPACITY ALREADY EXCEEDED 2-FOLD 100% MORE MATERIAL BY 2050
  • 68. Food Energy products Materials Bioeconomy and circular economy are creating positive impacts on climate and resource sufficiency 68 Circular solutions
  • 69. But how to make value-added bioproducts in the future? 20/09/2019 VTT – beyond the obvious 69
  • 70. Cellulose as a material platform • Cellulose-based materials will play a crucial role in entering a post-plastic world • Digital technologies enable a controlled circulation of cellulose-based materials. • By mastering an intelligent material circulation, cellulose can become a service. • In the material leasing concept, the customer pays for the material use and quality losses during the utilization phase 70
  • 71. How would you fuse data and materials together to make a game changing shift in the ownership of materials and how materials communicate with the owner, user and themselves? Information • Which materials to track? • What and how much data? Cloud storage? Data encoding • What kind of structures and external signals? • How sustainable, economic? Embedding into a material • Effects on material properties? • Stability during material use? Safety? Data decoding • Feasible methods & sensitivity? • Acceptable reading speed and price for each business case? 20/09/2019 VTT – beyond the obvious 71 New material ownership models
  • 72. Encoding Embedding Decoding Material tracking with 1-D nanoscale barcode 20.9.2019 VTT – beyond the obvious 72 Case TrackBar
  • 73. Digital technologies will have a central role in future bioproduct industries 73
  • 74. 74 Speeding up-scaling of investment- intensive processes Laboratory (1 M€) Pilot (10 M€) Demonstration (100 M€) Model Model Model
  • 75. 75VTT 2018 Lab (1 M€) Demonstration (100 M€) Model Speeding up-scaling of investment- intensive processes
  • 76. 20/09/2019 Tiina Nakari-Setälä tiina.nakari-setala@vtt.fi +358 40 821 5794 @VTTFinland @TNakariSetala www.vtt.fi
  • 77. F-TEP Forestry Thematic Exploitation Platform for the management of forest carbon resources Tuomas Häme, Renne Tergujeff #ICTpropday #VTTbeyondtheobvious 20/09/2019 VTT – beyond the obvious
  • 78. f-tep.com 78 20/09/2019 VTT – beyond the obvious 78
  • 79. 79 1. Role of forests is dramatically increasing worldwide • carbon cycle • central raw material source • deforestation 2. Monitoring forest resources expensive using traditional methods 3. The European Copernicus satellite program: 2 TB free and open data available daily 4. Forestry Thematic Exploitation Platform or Forestry-TEP (F-TEP) has been developed as the solution to the global forest monitoring demand Why Forestry TEP 20/09/2019 VTT – beyond the obvious
  • 80. 20/09/2019 VTT – beyond the obvious 80 One-stop shop for forestry remote sensing services for the academic, public and commercial sectors  Online service that enables quicker and smoother value adding  Access to satellite imagery, computing power and value adding services  Platform for developing and sharing own applications  Worldwide marketing channel for commercial remote sensing services Forestry TEP VTT – beyond the obvious
  • 81. Promotion, sales F-TEP Basic features Developer features Reference data Methods  Services Satellite data Tools and Services Collaboration, Peer support Free and commercial services, tools and data Processing, Tools, Workspaces, Collaboration, Sharing, Support Data and service providers Users Forestry-TEP overall concept 20/09/2019 VTT – beyond the obvious 81
  • 82. F-TEP is a platform solution for forest analyses using satellite data: forest monitoring, biocarbon assessment and forest asset management. F-TEP is for  Commercial (service providers, Industrial companies),  Public (forest administrations, NGOs, UN orgs)  Research (international initiatives, research programmes and communities) F-TEP can be used  Services available on the platform via online web service  Possibility for developing own processing services for own purposes or customers  Framework for consultation and research projects Forestry TEP in the nutshell 20/09/2019 VTT – beyond the obvious 82
  • 83. Forestry TEP as a platform 20/09/2019 VTT – beyond the obvious 83 3rd party services and applications Platform functionalities - including data access; basic services and tools; development capability Data, processing and storage facilities End users Auxiliary data CREODIAS Users’ data Value-added information Led by VTT  Coordination  Domain expertise Together with CGI  Systems integration  Development
  • 84.  Thematic processing services • e.g. vegetation indices, land cover mapping, forest change mapping  Supporting processing services • e.g. S-1 stacking, masking, mosaicking  Interactive applications • e.g. QGIS, SNAP  Full listing at f-tep.com • Core Offering readily open to all users • Additional services by agreement  Inviting further service providers Processing services and tools 20/09/2019 VTT – beyond the obvious 84
  • 85. Online development environment • Based on Docker on Linux environment • Developer defines the processing logic and input parameters • Implementation in a programming language of choice • Libraries such as SNAP, Orfeo Toolbox, GDAL etc. can be used • Templates provided – only moderate learning curve • Software installations locally not needed Service development 20/09/2019 VTT – beyond the obvious 85
  • 86. 20/09/2019 VTT – beyond the obvious 86
  • 87. High-resolution maps of forest carbon fluxes, storage and their development over time  Improved profitability of forest management  Paradigm change in utilizing Earth Observation for forest monitoring  North State project 2015 - 2017  Forest Flux project 2018 - 2021 https://www.vtt.fi/sites/forestflux Examples 20/09/2019 VTT – beyond the obvious 87
  • 88. 20/09/2019 88 Forest fires in Tenerife, August 2019 VTT – beyond the obvious
  • 89. 20/09/2019 89VTT – beyond the obvious f-tep.com
  • 90. 20/09/2019 VTT – beyond the obvious 90 One-stop shop for forestry remote sensing services for the academic, operational public and commercial sectors In the photo, with permission: Daniel Vega / Universidad Juárez del Estado de Durango, a Forestry TEP pilot user Contacts info@f-tep.com Tuomas Häme tuomas.hame@vtt.fi +358 40 587 0631 Renne Tergujeff renne.tergujeff@vtt.fi +358 40 501 7057 f-tep.com
  • 91. Tuomas Häme tuomas.hame@vtt.fi +358 40 587 0631 @VTTFinland www.vtt.fi