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© eSmart Systems AS
We are guided by two trends 
The implementation of smart grids The Nexus of Forces in IT 
© www.esmartsystems.com 2
Trends in the power system 
• New, renewable power generation 
– Small hydro 
– Wind power 
– Solar PV 
• New types of electric consumption 
– Heat pumps 
– Direct-heating of water 
– Induction stoves 
– Electric vehicles 
• Distribution grid need investments to handle these 
new energy resources
Can we reduce future grid investments? 
• Increase the utilization factor of the existing grid capacity 
– Require better and more detailed predictions of load and generation 
– Control flexible loads to shift load in time and reduce peak loads 
• Only build new grid capacity when required 
– More accurate, bottom up calculations of Load flow analysis. 
– Based on more detailed metered and predicted data 
• These challenges require new technology
New technology requirements 
• Big Data 
• Analytics 
• Control 
• Real time
What is Big Data? 
Volume Variety Velocity Veracity 
© eSmart Systems AS
• Customer information 
• Weather data 
• Market information 
• Geography/Map 
• Grid and network topology 
• Smart meters 
• Social media / Twitter 
• Video (Web Camera / Drone) 
• News 
Combining data - See the whole picture
8
© www.esmartsystems.com

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Jo Morten Sletner - Advanced Energy Technologies for Efficient Demand-Side-Management

  • 2. We are guided by two trends The implementation of smart grids The Nexus of Forces in IT © www.esmartsystems.com 2
  • 3. Trends in the power system • New, renewable power generation – Small hydro – Wind power – Solar PV • New types of electric consumption – Heat pumps – Direct-heating of water – Induction stoves – Electric vehicles • Distribution grid need investments to handle these new energy resources
  • 4. Can we reduce future grid investments? • Increase the utilization factor of the existing grid capacity – Require better and more detailed predictions of load and generation – Control flexible loads to shift load in time and reduce peak loads • Only build new grid capacity when required – More accurate, bottom up calculations of Load flow analysis. – Based on more detailed metered and predicted data • These challenges require new technology
  • 5. New technology requirements • Big Data • Analytics • Control • Real time
  • 6. What is Big Data? Volume Variety Velocity Veracity © eSmart Systems AS
  • 7. • Customer information • Weather data • Market information • Geography/Map • Grid and network topology • Smart meters • Social media / Twitter • Video (Web Camera / Drone) • News Combining data - See the whole picture
  • 8. 8