Digitalization in the energy landscapeSignal processing Pattern recognition Software architecture...
Transcript of Digitalization in the energy landscapeSignal processing Pattern recognition Software architecture...
Digitalization in the energy landscape
- integrating renewable energy
FAPESP, Sao Paulo, 13. November 2017
Morten Dæhlen
Professor/Dean
First, a few words about…
The University of Oslo (UiO)
Science and Technology at UiO
The Energy Initiative at UiO
Energy research in Norway
Informatics MathematicsAstro-
physicsPhysics
Bio-
sciences
Geo-
sciencesChemistry Pharmacy
Life sciences
Earth and space sciences
Materials and energy
Enabling technologies
Technology
systems
Science and technology at UiO
Science LibraryNatural History
Museum
Centre for Molecular
Medicine Norway
Norwegian Centre for
Science Education
Some numbers and highlights
• 6000 students (bachelor, master)
– 50/50 natural sciences and
technology courses
• 800 PhD-students
• 2000 employees
• Turnover 1,9 billion NOK
• 40% of funding from external
resources (EU&NFR&Industry)
• 200 active projects partners in
industry and public sector
• Extensive international activity
– The Panorama strategy
– The Guild network
– …...
Grant highlights20 ERC-grants
4+4 Centre of excellences (SFF)
3+10 SFIs and FMEs
1 SFU
2 Nordic Centre of Excellence
25% of free NFR-research grants
(FRIPRO)
3 of 3 NFR lighthouse projects (ICT)
UiO:Energy
An interdisciplinary research and education program
Materials for EnergyNew materials for more sustainable and efficient energy use
Energy SystemsNew energy systems to balance the multitude of energy sources and to optimize energy use
Energy Transition and Sustainable SocietiesNew knowledge about societal, political and judicial aspects to accelerate the transition to a low-carbon society
Carbon Capture, Usage and StorageImproved technologies to reduce CO2 emissions from fossil fuelsand CO2 as feedstock
ENERGIX
Large program on energy research in Norway
New concepts
Renewable energy
Energy policy – economics and sustainability
Energy consumptionand conversion
The energy
system
Digitalisation
Energy systems
Energy informatics
Introducing renewables
Wave of digitalization is an
extraordinary huge growth
in use of digital solutions
Digitalization refers to the adoption of digital
solutions by an organizations, industries,
countries, etc. (Oxford English Dictionary, mid-1950s)
Data
(big data)Technology Application
(digital solutions)
Higher order
objectives
individuals
1960 2030
From data
to insight
5
The computing
age is here
The personal
computer
Internet
for all
Connecting
people
(and things)
2
1 3
4
The energy systems
seen from a computer science perspective!
Concerned with leveraging information and
communication technology to achieve sustainable
energy production, distribution and use
Energy
informatics
Develop systems
that manage
energy more
sustainably!
Develop more
sustainable
computer systems!
SCOPE: Energy informatics
Enable deep renewable integration – Make electricity (energy) demand more flexible
– Enable intelligent steering and control of flexible
loads and energy storage
Reduce energy consumption – Analyze energy consumption
– Actively avoid wasting energy by intelligent
automatic control
Balanceproduction and storage
with demand!
Locally produced solar energy into the energy system!
kWh
PV energy
Enable deep renewable integration – Make electricity (energy) demand more flexible
– Enable intelligent steering and control of flexible
loads and energy storage
Reduce energy consumption – Analyze energy consumption
– Actively avoid wasting energy by intelligent
automatic control
Enable further electrification – Replace over-provisioning with intelligent control
– Enable more efficient transport of electricity (energy)
Assess the impact of technology deployment – Simulate impact of renewables, energy storage, and
energy-saving technology
Enable further electrification – Replace over-provisioning with intelligent control
– Enable more efficient transport of electricity (energy)
Assess the impact of technology deployment – Simulate impact of renewables, energy storage, and
energy-saving technology
Information and communication technology
at a glance…
Data science
(big data)
ICT security
Software
engineering
Autonomous
systems
Analysis
(algorithms)
Safe data
(sensitivity)
Robustness
(resilience)
Sensors
Cloud technology
Work processes
(lean)
Language
technolgy
Semantics and
logics
Visualization
(Augmented R)
Machine learning
(deep learning)
Artifical
intelligence
Prediction
(statistics)
Software tools
and platform
Data repositories
(databases)
Data mining,
search, filtering
Systems and data
integration
HCI
(user interfaces)
(Nano)Electronic
systems
Open source
code and
systems
Communication
networks
Wireless
communication
Imaging
Knowledge
representation
Robotics
Signal
processing
Pattern
recognition
Software
architecture
Universal
design
High performance
computing
Business in the
digital era
3D printing
Energy efficiency
Neural
networks
Simulation
Virtual
workplaces
Cluster analysis,
classification
Connected
society
Digital
economy
Leadership
in the digital era
Internet
of things
Programming
Machine learning
(Artificial
intelligence)
Security, control
and communication
Digital economy
and leadership
Human Computer
Interaction
Knowledge
representation
Simulation,
optimization, and
visualization
Programming and system architecture
(Software engineering)
Electronics and sensor technology
Data
Centers
Machine learning
(Artificial
intelligence)
Security, control
and communication
Digital economy
and leadership
Human Computer
Interaction
Knowledge
representation
Simulation,
optimization, and
visualization
Programming and
system architecture
Electronics and
sensor technology
Transportation
systems
D
Building
City CompanyData
centers
Energy
production
Energy
distribution
Energy
storage
Energy
marketsUnit in
public sector
Efficient use of energy
Energy saving systems
Integrating renewables
Robust and secure
…..
…..
Access AnalysisPresentation
Visualization
Insight
KnowledgeData
Numerous computational tools available,
both commercial and open source
Data bases
Data mining
Semantics/logics
Software
Machine learning
Pattern recognitionSimulation
Cluster analysis
Visualization
Classification
Search
Filtering
….....AutomationSensors(capturing)
Data Science
SIRIUS
Centre for scalable access to big data
Data(big data)
Technology
Application(digital solutions)
Higher order
objective
Prediction (cumulative)
Data
Power
forecasting
User
interface
Smart grid
simulation
Real time
data access
Data(big data)
Technology
Application
(digital solutions)
Higher order
objective
Optimization
Neighborhood
energy
management
System
architecture
Secure data
handling
Team up with your neighbours
• Use electricity as it is produced
• Need to control all appliances
in the neighbourhood
P
C C
C
CC
C C
C
C C
P
C
Production Agent
Consumption Agent
Innovation concepts and projects
Domain
knowledge
and feedback
from partners
International
cooperation,
technology
import,….
Core technology
projects
Large interdisciplinary
projects
Disruptive
innovations
Product/service
innovations
Process
innovation
Energy
informatics
1960 2030
From data
to insight
5
The computing
age is here
The personal
computer
Internet
for all
Connecting
people
(and things)
2
1 3
4
Global
challenges(“total” convergence)
6
Smart grid solutions
Control/Optimization Systems
Data analytics and visualization
Robust and secure infrastructure
Muito Obrigado!
Scatec Solar and Statoil:
Apodi project
• Project data
– 162 MW capacity
– USD 215 million investment
– Inverters and 1-axis trackers locally
produced; PV modules imported
– 50/50 joint venture
• Timeline
– Construction starting right NOW
– To be completed in 12 months