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Contact Tying the knot with AI
How to create every-day value in district heating using artificial intelligence
2019-10-03 ©2019 VITO / NODA Intelligent Systems 2
• HQ in Karlshamn, Sweden. Offices in Malmö
and London. Partners in Belgium, Germany
and Poland
• Grid operators, building owners and
automation companies as customers in
Sweden, Poland, Benelux, UK and Germany
• Innovation focus on artificial intelligence and
data science for energy system applications
• Founded in 2005
NODA – company info
VITO – company info
• VITO, part of EnergyVille, is an applied,
independent research institute, offering,
amongst others, technology for the
transition to the next generation of district
heating and cooling networks
• The innovation focus includes energy
conversion technologies, thermal networks
and thermal storage
• EnergyVille includes VITO, KU Leuven, IMEC
and Hasselt University
©2019 VITO / NODA Intelligent Systems 4
• The drivers of digitalization
• Digitalisation in energy
• Digitalisation in district heating and cooling (DHC)
• Smart thermal networks in practice
Agenda
©2019 VITO / NODA Intelligent Systems 5
The drivers of digitalisation
©2019 VITO / NODA Intelligent Systems 6
The drivers of digitalisation
©2019 VITO / NODA Intelligent Systems 7
The drivers of digitalisation
©2019 VITO / NODA Intelligent Systems 8
The drivers of digitalisation
©2019 VITO / NODA Intelligent Systems 9
The drivers of digitalisation
©2019 VITO / NODA Intelligent Systems 10
Digitalisation in energy - present
©2019 VITO / NODA Intelligent Systems 11
Digitalisation in energy - future
©2019 VITO / NODA Intelligent Systems 12
Digitalisation in DHC
what makes a heat network a digital heat network?
No univocal definition yet…
…but some criteria:
• Large number of sensors present in the network
• Automated recording, transfer and storage of data
• Automated analyses of data
• The analyses are used:
• Not only automated billing
• But to optimize the network operation
©2019 VITO / NODA Intelligent Systems 13
Digitalisation in DHC
what makes a heat network a digital heat network?
No univocal definition yet…
…but some criteria:
• Large number of sensors present in the network
• Automated recording, transfer and storage of data
• Automated analyses of data
• The analyses are used:
• Not only automated billing
• But to optimize the network operation
Source: Lund H. Werner S. et al. 4th Generation District Heating (4GDH) Integrating smart thermal
grids into future sustainable energy systems. Energy 68 (2014) 1-11
©2019 VITO / NODA Intelligent Systems 14
Foundation for innovation
STORM – https://www.storm-dhc.eu/ TEMPO – http://tempo-dhc.eu/
©2019 VITO / NODA Intelligent Systems 15
System overview
©2019 VITO / NODA Intelligent Systems 16
Forecaster
Creates forecasts of heat
demand and available
thermal flexibility
Planner
Creates control plans based on
current forecasts and system
constraints
Tracker
Distribute control actions among
the connected buildings
Building
Software agent for each individual
building or other flexibility source
within the Smart Heat Grid
NODA API
Secure access to data and
functionality, e.g. for SCADA’s,
mobile apps or customised system
components´
NODA Access
Processes and tools to integrate
buildings and other external
resources
EnergyView
Web-based user interface for the
Smart Heat Grid
System overview
©2019 VITO / NODA Intelligent Systems 17
©2019 VITO / NODA Intelligent Systems 18
©2019 VITO / NODA Intelligent Systems 19
©2019 VITO / NODA Intelligent Systems 20
©2019 VITO / NODA Intelligent Systems 21
©2019 VITO / NODA Intelligent Systems 22
Information
Data
Knowledge
©2019 VITO / NODA Intelligent Systems 23
©2019 VITO / NODA Intelligent Systems 24
District heating and cooling is the backbone of the smart city and a cornerstone of the
future sustainable energy system
ContactIntelligent energy services
Dr. Christian Johansson, CTO
• scrabble.jpg
dirk.vanhoudt@vito.be christian.johansson@noda.se

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Can artificial intelligence (AI) create every-day value in district heating and cooling networks?

  • 1. Contact Tying the knot with AI How to create every-day value in district heating using artificial intelligence
  • 2. 2019-10-03 ©2019 VITO / NODA Intelligent Systems 2 • HQ in Karlshamn, Sweden. Offices in Malmö and London. Partners in Belgium, Germany and Poland • Grid operators, building owners and automation companies as customers in Sweden, Poland, Benelux, UK and Germany • Innovation focus on artificial intelligence and data science for energy system applications • Founded in 2005 NODA – company info
  • 3. VITO – company info • VITO, part of EnergyVille, is an applied, independent research institute, offering, amongst others, technology for the transition to the next generation of district heating and cooling networks • The innovation focus includes energy conversion technologies, thermal networks and thermal storage • EnergyVille includes VITO, KU Leuven, IMEC and Hasselt University
  • 4. ©2019 VITO / NODA Intelligent Systems 4 • The drivers of digitalization • Digitalisation in energy • Digitalisation in district heating and cooling (DHC) • Smart thermal networks in practice Agenda
  • 5. ©2019 VITO / NODA Intelligent Systems 5 The drivers of digitalisation
  • 6. ©2019 VITO / NODA Intelligent Systems 6 The drivers of digitalisation
  • 7. ©2019 VITO / NODA Intelligent Systems 7 The drivers of digitalisation
  • 8. ©2019 VITO / NODA Intelligent Systems 8 The drivers of digitalisation
  • 9. ©2019 VITO / NODA Intelligent Systems 9 The drivers of digitalisation
  • 10. ©2019 VITO / NODA Intelligent Systems 10 Digitalisation in energy - present
  • 11. ©2019 VITO / NODA Intelligent Systems 11 Digitalisation in energy - future
  • 12. ©2019 VITO / NODA Intelligent Systems 12 Digitalisation in DHC what makes a heat network a digital heat network? No univocal definition yet… …but some criteria: • Large number of sensors present in the network • Automated recording, transfer and storage of data • Automated analyses of data • The analyses are used: • Not only automated billing • But to optimize the network operation
  • 13. ©2019 VITO / NODA Intelligent Systems 13 Digitalisation in DHC what makes a heat network a digital heat network? No univocal definition yet… …but some criteria: • Large number of sensors present in the network • Automated recording, transfer and storage of data • Automated analyses of data • The analyses are used: • Not only automated billing • But to optimize the network operation Source: Lund H. Werner S. et al. 4th Generation District Heating (4GDH) Integrating smart thermal grids into future sustainable energy systems. Energy 68 (2014) 1-11
  • 14. ©2019 VITO / NODA Intelligent Systems 14 Foundation for innovation STORM – https://www.storm-dhc.eu/ TEMPO – http://tempo-dhc.eu/
  • 15. ©2019 VITO / NODA Intelligent Systems 15 System overview
  • 16. ©2019 VITO / NODA Intelligent Systems 16 Forecaster Creates forecasts of heat demand and available thermal flexibility Planner Creates control plans based on current forecasts and system constraints Tracker Distribute control actions among the connected buildings Building Software agent for each individual building or other flexibility source within the Smart Heat Grid NODA API Secure access to data and functionality, e.g. for SCADA’s, mobile apps or customised system components´ NODA Access Processes and tools to integrate buildings and other external resources EnergyView Web-based user interface for the Smart Heat Grid System overview
  • 17. ©2019 VITO / NODA Intelligent Systems 17
  • 18. ©2019 VITO / NODA Intelligent Systems 18
  • 19. ©2019 VITO / NODA Intelligent Systems 19
  • 20. ©2019 VITO / NODA Intelligent Systems 20
  • 21. ©2019 VITO / NODA Intelligent Systems 21
  • 22. ©2019 VITO / NODA Intelligent Systems 22 Information Data Knowledge
  • 23. ©2019 VITO / NODA Intelligent Systems 23
  • 24. ©2019 VITO / NODA Intelligent Systems 24 District heating and cooling is the backbone of the smart city and a cornerstone of the future sustainable energy system
  • 25. ContactIntelligent energy services Dr. Christian Johansson, CTO • scrabble.jpg dirk.vanhoudt@vito.be christian.johansson@noda.se