SlideShare a Scribd company logo
1 of 11
Bernd Möller
Europa-Universität Flensburg, Germany
Aalborg University, Denmark
The role of energy mapping
in modelling
• Renewable energy sources are seemingly abundant. They are
limited only by spatial and economic constraints
• Much of the currently available energy system data is aggregated
to the macro level
• Spatially distributed energy processes require spatially explicit
models
Why integrate mapping in modelling?
• How can the quantitative basis for scenarios of energy system
transition towards spatio-temportal processes be established?
• Geographically, what limits the economic potential of distributed
resources like wind, biomass, district heating?
• How much of an energy source is within economic reach of
potential and current infrastructures?
Important questions to ask
•Three central methods allow for a spatially explicit
modelling of distributed resources and their
association to elements of energy systems
• Spatial disaggregation: mapping the uncharted
• Cost-supply modelling: to sort the wheat from the chaff
• Spatial allocation: matching supply and demand locally
Methods
• More than often the quantitative basis
of energy modelling does not exist at
local levels.
• Regression techniques allow for a
model of spatially distributed
phenomena, based on already mapped
items.
• Here, the distribution of floor space is
modelled using built-up intensity and
population density.
Spatial disaggregation
From aggregate figures to local distributions. Example: The
built environment and heat demands across Europe
The Pan-European Thermal Atlas
• Not all what is technically
possible is economically,
socially and environmentally
feasible.
• Potentials, costs and zoning of
distributed resources are
mapped to produce the basis
for cost-supply analysis.
• Spatial cost supply curves of
investments in heat distribution
grids make local economic
potentials of district energy
explicit.
Cost-supply modelling
Specifying how much of a spatially distributed resource is
within reach, economically. Example: potential for district heat
0
2
4
6
8
10
12
14
16
18
20
0 2,000 4,000 6,000
AverageannualisedDH
distributioncosts,€/GJ
Cumulative HD, TJ/a
The Pan-European Thermal Atlas
• Local geography limits
how demand and supply
can be matched.
• Methods from operations
research are used to
allocate constrained
resources to the nearest
consumers in a least cost
manner.
Spatial allocation
Specifying how local supplies and local demands overlap.
Example: allocation of excess heat to prospective district heating systems
The Pan-European Thermal Atlas
• Renewable energies and their infrastructures require a thorough
mapping of local energy demands, infrastructure and resource
costs
• Resources, costs and planning constraints need to be combined
locally to locate and quantify sustainable solutions
• In the transition from centralised, fossil energy to distributed,
sustainable solutions we need to remap the energy system.
Therefore: mapping
The role of energy mapping in modelling
The role of energy mapping in modelling

More Related Content

What's hot

Carbon Counting for Cities | Rajat Gupta
Carbon Counting for Cities | Rajat GuptaCarbon Counting for Cities | Rajat Gupta
Carbon Counting for Cities | Rajat Guptaicarb
 
Free Cooling: A Complete Solution on Reducing Total Energy Consumption for Te...
Free Cooling: A Complete Solution on Reducing Total Energy Consumption for Te...Free Cooling: A Complete Solution on Reducing Total Energy Consumption for Te...
Free Cooling: A Complete Solution on Reducing Total Energy Consumption for Te...Ehsan B. Haghighi
 
Fehrenbach fuels for the future 24 1 2017
Fehrenbach fuels for the future 24 1 2017Fehrenbach fuels for the future 24 1 2017
Fehrenbach fuels for the future 24 1 2017Horst Fehrenbach
 
Copernicus Atmosphere Monitoring Service - An introduction
Copernicus Atmosphere Monitoring Service - An introductionCopernicus Atmosphere Monitoring Service - An introduction
Copernicus Atmosphere Monitoring Service - An introductionCopernicus ECMWF
 
How is the climate changing? Climate monitoring based on observations
How is the climate changing? Climate monitoring based on observations How is the climate changing? Climate monitoring based on observations
How is the climate changing? Climate monitoring based on observations Copernicus ECMWF
 
Template Instructions1
Template Instructions1Template Instructions1
Template Instructions1mandika
 
How costs affect deployment of low carbon technologies - analysis with JRC-EU...
How costs affect deployment of low carbon technologies - analysis with JRC-EU...How costs affect deployment of low carbon technologies - analysis with JRC-EU...
How costs affect deployment of low carbon technologies - analysis with JRC-EU...IEA-ETSAP
 
Spot trading profits of electricity storage systems in the region covered by ...
Spot trading profits of electricity storage systems in the region covered by ...Spot trading profits of electricity storage systems in the region covered by ...
Spot trading profits of electricity storage systems in the region covered by ...Maria Kaninia
 
EFEU / FLEXe Krooks Jan optimization of gas distribution logistics_optimizati...
EFEU / FLEXe Krooks Jan optimization of gas distribution logistics_optimizati...EFEU / FLEXe Krooks Jan optimization of gas distribution logistics_optimizati...
EFEU / FLEXe Krooks Jan optimization of gas distribution logistics_optimizati...CLIC Innovation Ltd
 
Highland Heat Mapping - Kenny Monteath, AECOM (http://www.aecom.com/)
 Highland Heat Mapping - Kenny Monteath, AECOM (http://www.aecom.com/) Highland Heat Mapping - Kenny Monteath, AECOM (http://www.aecom.com/)
Highland Heat Mapping - Kenny Monteath, AECOM (http://www.aecom.com/)JISC GECO
 
Stochastic modelling of short-term uncertainty in TIMES - A case study of win...
Stochastic modelling of short-term uncertainty in TIMES - A case study of win...Stochastic modelling of short-term uncertainty in TIMES - A case study of win...
Stochastic modelling of short-term uncertainty in TIMES - A case study of win...IEA-ETSAP
 
BEST: Dynamic simulation tools for evaluation of biomass supply systems. Olli...
BEST: Dynamic simulation tools for evaluation of biomass supply systems. Olli...BEST: Dynamic simulation tools for evaluation of biomass supply systems. Olli...
BEST: Dynamic simulation tools for evaluation of biomass supply systems. Olli...CLIC Innovation Ltd
 
Leandro Madrazo, ARC Engineering and Architecture La Salle, Barcelona, Spain.
Leandro Madrazo, ARC Engineering and Architecture La Salle, Barcelona, Spain.Leandro Madrazo, ARC Engineering and Architecture La Salle, Barcelona, Spain.
Leandro Madrazo, ARC Engineering and Architecture La Salle, Barcelona, Spain.ARC research group
 
Mayors in Action - Collecting data of SEAP measures: Which method/indicators ...
Mayors in Action - Collecting data of SEAP measures: Which method/indicators ...Mayors in Action - Collecting data of SEAP measures: Which method/indicators ...
Mayors in Action - Collecting data of SEAP measures: Which method/indicators ...Mayors in Action 3rd Centralized Training
 
Maria Petroni achieved projects
Maria Petroni achieved projectsMaria Petroni achieved projects
Maria Petroni achieved projectsMaria Petroni
 
David Weatherall, Head of Policy at the Energy Saving Trust, UK.
David Weatherall, Head of Policy at the Energy Saving Trust, UK.David Weatherall, Head of Policy at the Energy Saving Trust, UK.
David Weatherall, Head of Policy at the Energy Saving Trust, UK.ARC research group
 
Matija Vajdic, Joint Secretariat, Interreg Central Europe Programme, Vienna, ...
Matija Vajdic, Joint Secretariat, Interreg Central Europe Programme, Vienna, ...Matija Vajdic, Joint Secretariat, Interreg Central Europe Programme, Vienna, ...
Matija Vajdic, Joint Secretariat, Interreg Central Europe Programme, Vienna, ...ARC research group
 
Leandro Madrazo, ARC Engineering and Architecture La Salle, Barcelona, Spain.
Leandro Madrazo, ARC Engineering and Architecture La Salle, Barcelona, Spain.Leandro Madrazo, ARC Engineering and Architecture La Salle, Barcelona, Spain.
Leandro Madrazo, ARC Engineering and Architecture La Salle, Barcelona, Spain.ARC research group
 

What's hot (20)

Carbon Counting for Cities | Rajat Gupta
Carbon Counting for Cities | Rajat GuptaCarbon Counting for Cities | Rajat Gupta
Carbon Counting for Cities | Rajat Gupta
 
Free Cooling: A Complete Solution on Reducing Total Energy Consumption for Te...
Free Cooling: A Complete Solution on Reducing Total Energy Consumption for Te...Free Cooling: A Complete Solution on Reducing Total Energy Consumption for Te...
Free Cooling: A Complete Solution on Reducing Total Energy Consumption for Te...
 
Chap02 01
Chap02 01Chap02 01
Chap02 01
 
Fehrenbach fuels for the future 24 1 2017
Fehrenbach fuels for the future 24 1 2017Fehrenbach fuels for the future 24 1 2017
Fehrenbach fuels for the future 24 1 2017
 
Copernicus Atmosphere Monitoring Service - An introduction
Copernicus Atmosphere Monitoring Service - An introductionCopernicus Atmosphere Monitoring Service - An introduction
Copernicus Atmosphere Monitoring Service - An introduction
 
How is the climate changing? Climate monitoring based on observations
How is the climate changing? Climate monitoring based on observations How is the climate changing? Climate monitoring based on observations
How is the climate changing? Climate monitoring based on observations
 
Template Instructions1
Template Instructions1Template Instructions1
Template Instructions1
 
How costs affect deployment of low carbon technologies - analysis with JRC-EU...
How costs affect deployment of low carbon technologies - analysis with JRC-EU...How costs affect deployment of low carbon technologies - analysis with JRC-EU...
How costs affect deployment of low carbon technologies - analysis with JRC-EU...
 
Mayors in Action - Monitoring of SEAP Implementation - Julije Domac
Mayors in Action - Monitoring of SEAP Implementation - Julije DomacMayors in Action - Monitoring of SEAP Implementation - Julije Domac
Mayors in Action - Monitoring of SEAP Implementation - Julije Domac
 
Spot trading profits of electricity storage systems in the region covered by ...
Spot trading profits of electricity storage systems in the region covered by ...Spot trading profits of electricity storage systems in the region covered by ...
Spot trading profits of electricity storage systems in the region covered by ...
 
EFEU / FLEXe Krooks Jan optimization of gas distribution logistics_optimizati...
EFEU / FLEXe Krooks Jan optimization of gas distribution logistics_optimizati...EFEU / FLEXe Krooks Jan optimization of gas distribution logistics_optimizati...
EFEU / FLEXe Krooks Jan optimization of gas distribution logistics_optimizati...
 
Highland Heat Mapping - Kenny Monteath, AECOM (http://www.aecom.com/)
 Highland Heat Mapping - Kenny Monteath, AECOM (http://www.aecom.com/) Highland Heat Mapping - Kenny Monteath, AECOM (http://www.aecom.com/)
Highland Heat Mapping - Kenny Monteath, AECOM (http://www.aecom.com/)
 
Stochastic modelling of short-term uncertainty in TIMES - A case study of win...
Stochastic modelling of short-term uncertainty in TIMES - A case study of win...Stochastic modelling of short-term uncertainty in TIMES - A case study of win...
Stochastic modelling of short-term uncertainty in TIMES - A case study of win...
 
BEST: Dynamic simulation tools for evaluation of biomass supply systems. Olli...
BEST: Dynamic simulation tools for evaluation of biomass supply systems. Olli...BEST: Dynamic simulation tools for evaluation of biomass supply systems. Olli...
BEST: Dynamic simulation tools for evaluation of biomass supply systems. Olli...
 
Leandro Madrazo, ARC Engineering and Architecture La Salle, Barcelona, Spain.
Leandro Madrazo, ARC Engineering and Architecture La Salle, Barcelona, Spain.Leandro Madrazo, ARC Engineering and Architecture La Salle, Barcelona, Spain.
Leandro Madrazo, ARC Engineering and Architecture La Salle, Barcelona, Spain.
 
Mayors in Action - Collecting data of SEAP measures: Which method/indicators ...
Mayors in Action - Collecting data of SEAP measures: Which method/indicators ...Mayors in Action - Collecting data of SEAP measures: Which method/indicators ...
Mayors in Action - Collecting data of SEAP measures: Which method/indicators ...
 
Maria Petroni achieved projects
Maria Petroni achieved projectsMaria Petroni achieved projects
Maria Petroni achieved projects
 
David Weatherall, Head of Policy at the Energy Saving Trust, UK.
David Weatherall, Head of Policy at the Energy Saving Trust, UK.David Weatherall, Head of Policy at the Energy Saving Trust, UK.
David Weatherall, Head of Policy at the Energy Saving Trust, UK.
 
Matija Vajdic, Joint Secretariat, Interreg Central Europe Programme, Vienna, ...
Matija Vajdic, Joint Secretariat, Interreg Central Europe Programme, Vienna, ...Matija Vajdic, Joint Secretariat, Interreg Central Europe Programme, Vienna, ...
Matija Vajdic, Joint Secretariat, Interreg Central Europe Programme, Vienna, ...
 
Leandro Madrazo, ARC Engineering and Architecture La Salle, Barcelona, Spain.
Leandro Madrazo, ARC Engineering and Architecture La Salle, Barcelona, Spain.Leandro Madrazo, ARC Engineering and Architecture La Salle, Barcelona, Spain.
Leandro Madrazo, ARC Engineering and Architecture La Salle, Barcelona, Spain.
 

Similar to The role of energy mapping in modelling

Linkage of TIMES with Power Dispatch Models and Network Optimization
Linkage of TIMES with Power Dispatch Models and Network OptimizationLinkage of TIMES with Power Dispatch Models and Network Optimization
Linkage of TIMES with Power Dispatch Models and Network OptimizationIEA-ETSAP
 
Stephen Cook - Renewable Energy
Stephen Cook - Renewable EnergyStephen Cook - Renewable Energy
Stephen Cook - Renewable EnergyPAS_Team
 
Integrating renewables and enabling flexibility of households and buildings
Integrating renewables and enabling flexibility of households and buildingsIntegrating renewables and enabling flexibility of households and buildings
Integrating renewables and enabling flexibility of households and buildingsLeonardo ENERGY
 
REMOURBAN Information package n2 - Optimisation of existing District Heating...
REMOURBAN Information package n2 -  Optimisation of existing District Heating...REMOURBAN Information package n2 -  Optimisation of existing District Heating...
REMOURBAN Information package n2 - Optimisation of existing District Heating...REMOURBAN
 
Call for Papers- Special Issue: Recent Trends, Innovations and Sustainable So...
Call for Papers- Special Issue: Recent Trends, Innovations and Sustainable So...Call for Papers- Special Issue: Recent Trends, Innovations and Sustainable So...
Call for Papers- Special Issue: Recent Trends, Innovations and Sustainable So...Christo Ananth
 
Air Source Heat Pumps Field Studies A Systematic Literature Review
Air Source Heat Pumps Field Studies  A Systematic Literature ReviewAir Source Heat Pumps Field Studies  A Systematic Literature Review
Air Source Heat Pumps Field Studies A Systematic Literature ReviewCynthia King
 
Esriuk_track8_newcastle_university_spatial
Esriuk_track8_newcastle_university_spatialEsriuk_track8_newcastle_university_spatial
Esriuk_track8_newcastle_university_spatialEsri UK
 
Esri ID Webinar - Location Intelligence for Renewable Energy Resources.pdf
Esri ID Webinar - Location Intelligence for Renewable Energy Resources.pdfEsri ID Webinar - Location Intelligence for Renewable Energy Resources.pdf
Esri ID Webinar - Location Intelligence for Renewable Energy Resources.pdfHackEuy
 
Energy packet networks with energy harvesting
Energy packet networks with energy harvestingEnergy packet networks with energy harvesting
Energy packet networks with energy harvestingredpel dot com
 
Energy packet networks with energy harvesting
Energy packet networks with energy harvestingEnergy packet networks with energy harvesting
Energy packet networks with energy harvestingredpel dot com
 
2017 ieee pes gm chao cardiff template
2017 ieee pes gm   chao cardiff template2017 ieee pes gm   chao cardiff template
2017 ieee pes gm chao cardiff templateChao Long
 
Load profiling for balance settlement, demand response and smart metering in ...
Load profiling for balance settlement, demand response and smart metering in ...Load profiling for balance settlement, demand response and smart metering in ...
Load profiling for balance settlement, demand response and smart metering in ...IEA DSM Implementing Agreement (IA)
 
Project outline IXES
Project outline IXESProject outline IXES
Project outline IXESJeremy Rimbon
 
Re-visioning the measurement of energy poverty in Europe: a critical analysis...
Re-visioning the measurement of energy poverty in Europe: a critical analysis...Re-visioning the measurement of energy poverty in Europe: a critical analysis...
Re-visioning the measurement of energy poverty in Europe: a critical analysis...Harriet Thomson
 
Concentrating Solar Power: Michael Taylor Presentation to CSP EMEA 17 april 2...
Concentrating Solar Power: Michael Taylor Presentation to CSP EMEA 17 april 2...Concentrating Solar Power: Michael Taylor Presentation to CSP EMEA 17 april 2...
Concentrating Solar Power: Michael Taylor Presentation to CSP EMEA 17 april 2...Michael Taylor
 

Similar to The role of energy mapping in modelling (20)

Linkage of TIMES with Power Dispatch Models and Network Optimization
Linkage of TIMES with Power Dispatch Models and Network OptimizationLinkage of TIMES with Power Dispatch Models and Network Optimization
Linkage of TIMES with Power Dispatch Models and Network Optimization
 
Enabling low-temperature renewable district energy in cities
Enabling low-temperature renewable district energy in citiesEnabling low-temperature renewable district energy in cities
Enabling low-temperature renewable district energy in cities
 
Stephen Cook - Renewable Energy
Stephen Cook - Renewable EnergyStephen Cook - Renewable Energy
Stephen Cook - Renewable Energy
 
Integrating renewables and enabling flexibility of households and buildings
Integrating renewables and enabling flexibility of households and buildingsIntegrating renewables and enabling flexibility of households and buildings
Integrating renewables and enabling flexibility of households and buildings
 
REMOURBAN Information package n2 - Optimisation of existing District Heating...
REMOURBAN Information package n2 -  Optimisation of existing District Heating...REMOURBAN Information package n2 -  Optimisation of existing District Heating...
REMOURBAN Information package n2 - Optimisation of existing District Heating...
 
Call for Papers- Special Issue: Recent Trends, Innovations and Sustainable So...
Call for Papers- Special Issue: Recent Trends, Innovations and Sustainable So...Call for Papers- Special Issue: Recent Trends, Innovations and Sustainable So...
Call for Papers- Special Issue: Recent Trends, Innovations and Sustainable So...
 
Air Source Heat Pumps Field Studies A Systematic Literature Review
Air Source Heat Pumps Field Studies  A Systematic Literature ReviewAir Source Heat Pumps Field Studies  A Systematic Literature Review
Air Source Heat Pumps Field Studies A Systematic Literature Review
 
Project_Poster
Project_PosterProject_Poster
Project_Poster
 
Esriuk_track8_newcastle_university_spatial
Esriuk_track8_newcastle_university_spatialEsriuk_track8_newcastle_university_spatial
Esriuk_track8_newcastle_university_spatial
 
Esri ID Webinar - Location Intelligence for Renewable Energy Resources.pdf
Esri ID Webinar - Location Intelligence for Renewable Energy Resources.pdfEsri ID Webinar - Location Intelligence for Renewable Energy Resources.pdf
Esri ID Webinar - Location Intelligence for Renewable Energy Resources.pdf
 
System integration of heat and electricity – how?
System integration of heat and electricity – how?System integration of heat and electricity – how?
System integration of heat and electricity – how?
 
Energy packet networks with energy harvesting
Energy packet networks with energy harvestingEnergy packet networks with energy harvesting
Energy packet networks with energy harvesting
 
Energy packet networks with energy harvesting
Energy packet networks with energy harvestingEnergy packet networks with energy harvesting
Energy packet networks with energy harvesting
 
2017 ieee pes gm chao cardiff template
2017 ieee pes gm   chao cardiff template2017 ieee pes gm   chao cardiff template
2017 ieee pes gm chao cardiff template
 
Load profiling for balance settlement, demand response and smart metering in ...
Load profiling for balance settlement, demand response and smart metering in ...Load profiling for balance settlement, demand response and smart metering in ...
Load profiling for balance settlement, demand response and smart metering in ...
 
Project outline IXES
Project outline IXESProject outline IXES
Project outline IXES
 
Re-visioning the measurement of energy poverty in Europe: a critical analysis...
Re-visioning the measurement of energy poverty in Europe: a critical analysis...Re-visioning the measurement of energy poverty in Europe: a critical analysis...
Re-visioning the measurement of energy poverty in Europe: a critical analysis...
 
Concentrating Solar Power: Michael Taylor Presentation to CSP EMEA 17 april 2...
Concentrating Solar Power: Michael Taylor Presentation to CSP EMEA 17 april 2...Concentrating Solar Power: Michael Taylor Presentation to CSP EMEA 17 april 2...
Concentrating Solar Power: Michael Taylor Presentation to CSP EMEA 17 april 2...
 
Modelling Smart Energy Systems and the supply chain effects of Energy efficie...
Modelling Smart Energy Systems and the supply chain effects of Energy efficie...Modelling Smart Energy Systems and the supply chain effects of Energy efficie...
Modelling Smart Energy Systems and the supply chain effects of Energy efficie...
 
Europe’s Future Energy System: Local, Smart & 100% Renewable
Europe’s Future Energy System: Local, Smart & 100% Renewable Europe’s Future Energy System: Local, Smart & 100% Renewable
Europe’s Future Energy System: Local, Smart & 100% Renewable
 

More from The Sustainable Energy Planning research group at Aalborg University

More from The Sustainable Energy Planning research group at Aalborg University (20)

Energy security versus Secure Energy
Energy security versus Secure EnergyEnergy security versus Secure Energy
Energy security versus Secure Energy
 
Towards a Sustainable and Resilient European Energy System with Energy Effici...
Towards a Sustainable and Resilient European Energy System with Energy Effici...Towards a Sustainable and Resilient European Energy System with Energy Effici...
Towards a Sustainable and Resilient European Energy System with Energy Effici...
 
Resource efficiency: a new moto for the heating & cooling transition
Resource efficiency: a new moto for the heating & cooling transitionResource efficiency: a new moto for the heating & cooling transition
Resource efficiency: a new moto for the heating & cooling transition
 
Opportunities for increasing energy efficiency and decarbonisation of heating...
Opportunities for increasing energy efficiency and decarbonisation of heating...Opportunities for increasing energy efficiency and decarbonisation of heating...
Opportunities for increasing energy efficiency and decarbonisation of heating...
 
Varmeplan Danmark 2021
Varmeplan Danmark 2021Varmeplan Danmark 2021
Varmeplan Danmark 2021
 
Varmeplan Danmark 2021 – En Klimaneutral Varmeforsyning
Varmeplan Danmark 2021 – En Klimaneutral VarmeforsyningVarmeplan Danmark 2021 – En Klimaneutral Varmeforsyning
Varmeplan Danmark 2021 – En Klimaneutral Varmeforsyning
 
Solceller i fremtidens energisystem og solcellepotentiale på større tage
Solceller i fremtidens energisystem og solcellepotentiale på større tageSolceller i fremtidens energisystem og solcellepotentiale på større tage
Solceller i fremtidens energisystem og solcellepotentiale på større tage
 
The feasibility of direct hydrogen use in renewable energy systems
The feasibility of direct hydrogen use in renewable energy systemsThe feasibility of direct hydrogen use in renewable energy systems
The feasibility of direct hydrogen use in renewable energy systems
 
Demand side Transition to 4th Generation District Heating and Motivation Tariffs
Demand side Transition to 4th Generation District Heating and Motivation TariffsDemand side Transition to 4th Generation District Heating and Motivation Tariffs
Demand side Transition to 4th Generation District Heating and Motivation Tariffs
 
Towards a decarbonised heating and cooling sector in Europe – Unlocking the ...
 Towards a decarbonised heating and cooling sector in Europe – Unlocking the ... Towards a decarbonised heating and cooling sector in Europe – Unlocking the ...
Towards a decarbonised heating and cooling sector in Europe – Unlocking the ...
 
Technical challenges and solutions for the integration of low-grade heat sour...
Technical challenges and solutions for the integration of low-grade heat sour...Technical challenges and solutions for the integration of low-grade heat sour...
Technical challenges and solutions for the integration of low-grade heat sour...
 
Ownership structure, financing, and regulation
Ownership structure, financing, and regulationOwnership structure, financing, and regulation
Ownership structure, financing, and regulation
 
Developing an effective strategic heating and cooling plan
Developing an effective strategic heating and cooling planDeveloping an effective strategic heating and cooling plan
Developing an effective strategic heating and cooling plan
 
Enabling low-temperature renewable district energy in cities
Enabling low-temperature renewable district energy in citiesEnabling low-temperature renewable district energy in cities
Enabling low-temperature renewable district energy in cities
 
Technical challenges and solutions for the integration of low-grade heat sour...
Technical challenges and solutions for the integration of low-grade heat sour...Technical challenges and solutions for the integration of low-grade heat sour...
Technical challenges and solutions for the integration of low-grade heat sour...
 
Fremtidens vedvarende energisystem i 2045/2050
Fremtidens vedvarende energisystem i 2045/2050Fremtidens vedvarende energisystem i 2045/2050
Fremtidens vedvarende energisystem i 2045/2050
 
Keynote: ROADMAP FOR NET ZERO EMISSIONS WITH KNOWN TECHNOLOGIES
Keynote: ROADMAP FOR NET ZERO EMISSIONS WITH KNOWN TECHNOLOGIES Keynote: ROADMAP FOR NET ZERO EMISSIONS WITH KNOWN TECHNOLOGIES
Keynote: ROADMAP FOR NET ZERO EMISSIONS WITH KNOWN TECHNOLOGIES
 
Roadmap for achieving the 70% 2030 greenhouse gas emission reduction target i...
Roadmap for achieving the 70% 2030 greenhouse gas emission reduction target i...Roadmap for achieving the 70% 2030 greenhouse gas emission reduction target i...
Roadmap for achieving the 70% 2030 greenhouse gas emission reduction target i...
 
Fremtidens vedvarende energisystem i 2045/2050
Fremtidens vedvarende energisystem i 2045/2050Fremtidens vedvarende energisystem i 2045/2050
Fremtidens vedvarende energisystem i 2045/2050
 
Smart Energy Systems and Electrolysers in Renewable Energy Systems
Smart Energy Systems and Electrolysers in Renewable Energy SystemsSmart Energy Systems and Electrolysers in Renewable Energy Systems
Smart Energy Systems and Electrolysers in Renewable Energy Systems
 

Recently uploaded

Botany krishna series 2nd semester Only Mcq type questions
Botany krishna series 2nd semester Only Mcq type questionsBotany krishna series 2nd semester Only Mcq type questions
Botany krishna series 2nd semester Only Mcq type questionsSumit Kumar yadav
 
Bentham & Hooker's Classification. along with the merits and demerits of the ...
Bentham & Hooker's Classification. along with the merits and demerits of the ...Bentham & Hooker's Classification. along with the merits and demerits of the ...
Bentham & Hooker's Classification. along with the merits and demerits of the ...Nistarini College, Purulia (W.B) India
 
Call Us ≽ 9953322196 ≼ Call Girls In Mukherjee Nagar(Delhi) |
Call Us ≽ 9953322196 ≼ Call Girls In Mukherjee Nagar(Delhi) |Call Us ≽ 9953322196 ≼ Call Girls In Mukherjee Nagar(Delhi) |
Call Us ≽ 9953322196 ≼ Call Girls In Mukherjee Nagar(Delhi) |aasikanpl
 
CALL ON ➥8923113531 🔝Call Girls Kesar Bagh Lucknow best Night Fun service 🪡
CALL ON ➥8923113531 🔝Call Girls Kesar Bagh Lucknow best Night Fun service  🪡CALL ON ➥8923113531 🔝Call Girls Kesar Bagh Lucknow best Night Fun service  🪡
CALL ON ➥8923113531 🔝Call Girls Kesar Bagh Lucknow best Night Fun service 🪡anilsa9823
 
Labelling Requirements and Label Claims for Dietary Supplements and Recommend...
Labelling Requirements and Label Claims for Dietary Supplements and Recommend...Labelling Requirements and Label Claims for Dietary Supplements and Recommend...
Labelling Requirements and Label Claims for Dietary Supplements and Recommend...Lokesh Kothari
 
Lucknow 💋 Russian Call Girls Lucknow Finest Escorts Service 8923113531 Availa...
Lucknow 💋 Russian Call Girls Lucknow Finest Escorts Service 8923113531 Availa...Lucknow 💋 Russian Call Girls Lucknow Finest Escorts Service 8923113531 Availa...
Lucknow 💋 Russian Call Girls Lucknow Finest Escorts Service 8923113531 Availa...anilsa9823
 
Zoology 4th semester series (krishna).pdf
Zoology 4th semester series (krishna).pdfZoology 4th semester series (krishna).pdf
Zoology 4th semester series (krishna).pdfSumit Kumar yadav
 
GFP in rDNA Technology (Biotechnology).pptx
GFP in rDNA Technology (Biotechnology).pptxGFP in rDNA Technology (Biotechnology).pptx
GFP in rDNA Technology (Biotechnology).pptxAleenaTreesaSaji
 
Spermiogenesis or Spermateleosis or metamorphosis of spermatid
Spermiogenesis or Spermateleosis or metamorphosis of spermatidSpermiogenesis or Spermateleosis or metamorphosis of spermatid
Spermiogenesis or Spermateleosis or metamorphosis of spermatidSarthak Sekhar Mondal
 
Nanoparticles synthesis and characterization​ ​
Nanoparticles synthesis and characterization​  ​Nanoparticles synthesis and characterization​  ​
Nanoparticles synthesis and characterization​ ​kaibalyasahoo82800
 
Green chemistry and Sustainable development.pptx
Green chemistry  and Sustainable development.pptxGreen chemistry  and Sustainable development.pptx
Green chemistry and Sustainable development.pptxRajatChauhan518211
 
Grafana in space: Monitoring Japan's SLIM moon lander in real time
Grafana in space: Monitoring Japan's SLIM moon lander  in real timeGrafana in space: Monitoring Japan's SLIM moon lander  in real time
Grafana in space: Monitoring Japan's SLIM moon lander in real timeSatoshi NAKAHIRA
 
Artificial Intelligence In Microbiology by Dr. Prince C P
Artificial Intelligence In Microbiology by Dr. Prince C PArtificial Intelligence In Microbiology by Dr. Prince C P
Artificial Intelligence In Microbiology by Dr. Prince C PPRINCE C P
 
Isotopic evidence of long-lived volcanism on Io
Isotopic evidence of long-lived volcanism on IoIsotopic evidence of long-lived volcanism on Io
Isotopic evidence of long-lived volcanism on IoSérgio Sacani
 
Biopesticide (2).pptx .This slides helps to know the different types of biop...
Biopesticide (2).pptx  .This slides helps to know the different types of biop...Biopesticide (2).pptx  .This slides helps to know the different types of biop...
Biopesticide (2).pptx .This slides helps to know the different types of biop...RohitNehra6
 
Nightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43b
Nightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43bNightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43b
Nightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43bSérgio Sacani
 
Broad bean, Lima Bean, Jack bean, Ullucus.pptx
Broad bean, Lima Bean, Jack bean, Ullucus.pptxBroad bean, Lima Bean, Jack bean, Ullucus.pptx
Broad bean, Lima Bean, Jack bean, Ullucus.pptxjana861314
 
Natural Polymer Based Nanomaterials
Natural Polymer Based NanomaterialsNatural Polymer Based Nanomaterials
Natural Polymer Based NanomaterialsAArockiyaNisha
 
SOLUBLE PATTERN RECOGNITION RECEPTORS.pptx
SOLUBLE PATTERN RECOGNITION RECEPTORS.pptxSOLUBLE PATTERN RECOGNITION RECEPTORS.pptx
SOLUBLE PATTERN RECOGNITION RECEPTORS.pptxkessiyaTpeter
 

Recently uploaded (20)

Botany krishna series 2nd semester Only Mcq type questions
Botany krishna series 2nd semester Only Mcq type questionsBotany krishna series 2nd semester Only Mcq type questions
Botany krishna series 2nd semester Only Mcq type questions
 
Bentham & Hooker's Classification. along with the merits and demerits of the ...
Bentham & Hooker's Classification. along with the merits and demerits of the ...Bentham & Hooker's Classification. along with the merits and demerits of the ...
Bentham & Hooker's Classification. along with the merits and demerits of the ...
 
Call Us ≽ 9953322196 ≼ Call Girls In Mukherjee Nagar(Delhi) |
Call Us ≽ 9953322196 ≼ Call Girls In Mukherjee Nagar(Delhi) |Call Us ≽ 9953322196 ≼ Call Girls In Mukherjee Nagar(Delhi) |
Call Us ≽ 9953322196 ≼ Call Girls In Mukherjee Nagar(Delhi) |
 
CALL ON ➥8923113531 🔝Call Girls Kesar Bagh Lucknow best Night Fun service 🪡
CALL ON ➥8923113531 🔝Call Girls Kesar Bagh Lucknow best Night Fun service  🪡CALL ON ➥8923113531 🔝Call Girls Kesar Bagh Lucknow best Night Fun service  🪡
CALL ON ➥8923113531 🔝Call Girls Kesar Bagh Lucknow best Night Fun service 🪡
 
Labelling Requirements and Label Claims for Dietary Supplements and Recommend...
Labelling Requirements and Label Claims for Dietary Supplements and Recommend...Labelling Requirements and Label Claims for Dietary Supplements and Recommend...
Labelling Requirements and Label Claims for Dietary Supplements and Recommend...
 
Lucknow 💋 Russian Call Girls Lucknow Finest Escorts Service 8923113531 Availa...
Lucknow 💋 Russian Call Girls Lucknow Finest Escorts Service 8923113531 Availa...Lucknow 💋 Russian Call Girls Lucknow Finest Escorts Service 8923113531 Availa...
Lucknow 💋 Russian Call Girls Lucknow Finest Escorts Service 8923113531 Availa...
 
Zoology 4th semester series (krishna).pdf
Zoology 4th semester series (krishna).pdfZoology 4th semester series (krishna).pdf
Zoology 4th semester series (krishna).pdf
 
GFP in rDNA Technology (Biotechnology).pptx
GFP in rDNA Technology (Biotechnology).pptxGFP in rDNA Technology (Biotechnology).pptx
GFP in rDNA Technology (Biotechnology).pptx
 
Spermiogenesis or Spermateleosis or metamorphosis of spermatid
Spermiogenesis or Spermateleosis or metamorphosis of spermatidSpermiogenesis or Spermateleosis or metamorphosis of spermatid
Spermiogenesis or Spermateleosis or metamorphosis of spermatid
 
Nanoparticles synthesis and characterization​ ​
Nanoparticles synthesis and characterization​  ​Nanoparticles synthesis and characterization​  ​
Nanoparticles synthesis and characterization​ ​
 
Green chemistry and Sustainable development.pptx
Green chemistry  and Sustainable development.pptxGreen chemistry  and Sustainable development.pptx
Green chemistry and Sustainable development.pptx
 
Grafana in space: Monitoring Japan's SLIM moon lander in real time
Grafana in space: Monitoring Japan's SLIM moon lander  in real timeGrafana in space: Monitoring Japan's SLIM moon lander  in real time
Grafana in space: Monitoring Japan's SLIM moon lander in real time
 
Artificial Intelligence In Microbiology by Dr. Prince C P
Artificial Intelligence In Microbiology by Dr. Prince C PArtificial Intelligence In Microbiology by Dr. Prince C P
Artificial Intelligence In Microbiology by Dr. Prince C P
 
Isotopic evidence of long-lived volcanism on Io
Isotopic evidence of long-lived volcanism on IoIsotopic evidence of long-lived volcanism on Io
Isotopic evidence of long-lived volcanism on Io
 
Biopesticide (2).pptx .This slides helps to know the different types of biop...
Biopesticide (2).pptx  .This slides helps to know the different types of biop...Biopesticide (2).pptx  .This slides helps to know the different types of biop...
Biopesticide (2).pptx .This slides helps to know the different types of biop...
 
Nightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43b
Nightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43bNightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43b
Nightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43b
 
Broad bean, Lima Bean, Jack bean, Ullucus.pptx
Broad bean, Lima Bean, Jack bean, Ullucus.pptxBroad bean, Lima Bean, Jack bean, Ullucus.pptx
Broad bean, Lima Bean, Jack bean, Ullucus.pptx
 
Natural Polymer Based Nanomaterials
Natural Polymer Based NanomaterialsNatural Polymer Based Nanomaterials
Natural Polymer Based Nanomaterials
 
Engler and Prantl system of classification in plant taxonomy
Engler and Prantl system of classification in plant taxonomyEngler and Prantl system of classification in plant taxonomy
Engler and Prantl system of classification in plant taxonomy
 
SOLUBLE PATTERN RECOGNITION RECEPTORS.pptx
SOLUBLE PATTERN RECOGNITION RECEPTORS.pptxSOLUBLE PATTERN RECOGNITION RECEPTORS.pptx
SOLUBLE PATTERN RECOGNITION RECEPTORS.pptx
 

The role of energy mapping in modelling

  • 1.
  • 2. Bernd Möller Europa-Universität Flensburg, Germany Aalborg University, Denmark The role of energy mapping in modelling
  • 3. • Renewable energy sources are seemingly abundant. They are limited only by spatial and economic constraints • Much of the currently available energy system data is aggregated to the macro level • Spatially distributed energy processes require spatially explicit models Why integrate mapping in modelling?
  • 4. • How can the quantitative basis for scenarios of energy system transition towards spatio-temportal processes be established? • Geographically, what limits the economic potential of distributed resources like wind, biomass, district heating? • How much of an energy source is within economic reach of potential and current infrastructures? Important questions to ask
  • 5. •Three central methods allow for a spatially explicit modelling of distributed resources and their association to elements of energy systems • Spatial disaggregation: mapping the uncharted • Cost-supply modelling: to sort the wheat from the chaff • Spatial allocation: matching supply and demand locally Methods
  • 6. • More than often the quantitative basis of energy modelling does not exist at local levels. • Regression techniques allow for a model of spatially distributed phenomena, based on already mapped items. • Here, the distribution of floor space is modelled using built-up intensity and population density. Spatial disaggregation From aggregate figures to local distributions. Example: The built environment and heat demands across Europe The Pan-European Thermal Atlas
  • 7. • Not all what is technically possible is economically, socially and environmentally feasible. • Potentials, costs and zoning of distributed resources are mapped to produce the basis for cost-supply analysis. • Spatial cost supply curves of investments in heat distribution grids make local economic potentials of district energy explicit. Cost-supply modelling Specifying how much of a spatially distributed resource is within reach, economically. Example: potential for district heat 0 2 4 6 8 10 12 14 16 18 20 0 2,000 4,000 6,000 AverageannualisedDH distributioncosts,€/GJ Cumulative HD, TJ/a The Pan-European Thermal Atlas
  • 8. • Local geography limits how demand and supply can be matched. • Methods from operations research are used to allocate constrained resources to the nearest consumers in a least cost manner. Spatial allocation Specifying how local supplies and local demands overlap. Example: allocation of excess heat to prospective district heating systems The Pan-European Thermal Atlas
  • 9. • Renewable energies and their infrastructures require a thorough mapping of local energy demands, infrastructure and resource costs • Resources, costs and planning constraints need to be combined locally to locate and quantify sustainable solutions • In the transition from centralised, fossil energy to distributed, sustainable solutions we need to remap the energy system. Therefore: mapping