SlideShare a Scribd company logo
v
v
Optimal integration of net
Zero Energy Buildings in the
Scandinavian energy system
71TH SEMI-ANNUAL ETSAP MEETING
Maryland, USA 10.07.2017
Pernille Seljom (pernille.seljom@ife.no),
Karen Byskov Lindberg (kli@nve.no) &
Asgeir Tomasgard (asgeir.tomasgard@ntnu.no)
v
v
• net Zero Energy Building (ZEB)
• Low energy demand and renewable energy generation
• Energy generation = energy demand
• PV is a suitable energy generation technology
• EU’s Energy Performance of Buildings Directive (EPBD)
• All new buildings shall be nearly ZEB from 2020
• The definition of a “nearly” and Primary Energy factors are member specific
• Scandinavia; Denmark, Norway & Sweden
• Solar irradiation is high in summer when electricity demand is low
• ZEBs with PV require electricity trade with the electricity grid
10/07/2017
Motivation
2
v
v
• If all new and rehabilitated buildings are ZEB with PV
• How will this change the cost-optimal development of energy system
towards 2050 ?
• What is the optimal heat design in buildings ?
• Is it possible to integrate substantial PV production in Scandinavia ?
• What is the future role of the flexible hydropower ?
10/07/2017
Research questions
3
v
v
• Scandinavian TIMES model
• Model period 2010 - 2050
• 48 time-slices
• 4 seasons
• 12 daily periods
• End-use sectors
• Buildings
• Transport
• Industry
• Perfect foresight investments
10/07/2017
Methodology
4
v
v
• ZEB definition
• All new and rehabilitated buildings have a passive house standard with on-
site PV. In 2050:
• 50 % of the Scandinavian building stock is ZEBs
• Expected heat demand is reduced from 192 TWh to 157 TWh
• PV production = Electric specific consumption on an annual basis
• 2030: 25 TWh
• 2050: 53 TWh
• No use of local energy storage
10/07/2017
Methodology
5
v
v
• Stochastic Programming is used to consider short-term uncertainty
and to value flexibility
• Investments are made with respect to the short-term uncertainty of
• PV production
• Wind power production
• Hydropower production
• Heat demand in buildings
• Electricity prices outside Scandinavia
• Grid interaction with ZEBs is particular dependent on PV production &
heat demand
10/07/2017
Methodology
6
v
v
• Model input on non-residential heat demand without ZEBs
• 21 stochastic scenarios
10/07/2017
Methodology
0
50
100
150
200
250
300
350
400
2 4 6 8 10 12 14 16 18 20 22 24
Non-residentialheatdemand
NO1Winter2050,GWh
Hour
no ZEBs
25/75 Quantile Min Median Max
7
v
v
• Model input on non-residential heat demand with ZEBs
• 21 stochastic scenarios
10/07/2017
Methodology
8
0
50
100
150
200
250
300
350
400
2 4 6 8 10 12 14 16 18 20 22 24
Nonresidentialheatdemand
NO1Winter2050,GWh
Hour
with ZEBs
v
v
• Model input on PV production
• 21 stochastic scenarios
10/07/2017
Methodology
0.00
0.05
0.10
0.15
0.20
0.25
2 4 6 8 10 12 14 16 18 20 22 24
PVavailabilityfactor-SE3Summer2030
Hour
25/75 Quantile Min Median Max
Availability factor =
hourly production/ capacity
9
v
v
• Two different case assumptions on new and rehabilitated buildings
• Heat demand (TWh/y) 2030 2050
• REF 177/194/222 179/192/224
• ZEB 162/178/203 145/157/183
• PV production in ZEB
• 2030 25 TWh
• 2050 53 TWh
10/07/2017
Results
Case Passive building standard Building integrated PV
REF No No
ZEB Yes Yes
10
v
v
10/07/2017 11
Electricity generation capacity
- 51 %
- 17 %
- 4 %
0 %
0 %
REF ZEB REF ZEB
2010 2030 2050
Total 73.8 83.3 107.0 88.0 139.1
PV 0.0 0.0 29.4 0.0 62.6
Wind 6.3 13.0 8.6 17.5 8.6
CHP 11.9 10.4 9.6 10.4 8.6
Non-flexible hydro 15.0 19.8 19.2 20.0 19.2
Flexible hydro 31.4 33.4 33.4 33.4 33.4
Nuclear 9.3 6.7 6.7 6.7 6.7
0
25
50
75
100
125
150
Electricitygenerationcapacity,GW
v
v
10/07/2017 12
Wind power capacity
- REF ZEB REF ZEB
2015 2030 2050
Total 11.0 13.0 8.6 17.5 8.6
SE 5.4 3.9 0.8 5.3 1.5
NO 0.8 2.2 1.4 4.3 1.1
DK 4.8 7.0 6.4 8.0 6.0
0
5
10
15
20
Windcapacity,GW
v
v
10/07/2017
Building heat supply
13
REF ZEB REF ZEB
2030 2050
Total 192 174 190 155
District heat 85 78 82 68
Gas 14 14 15 13
Heat Pump 36 27 38 27
Electricity 32 35 31 31
Biomass 24 20 24 17
0
50
100
150
200
Expectedbuildingheatsupply,TWh
- 17 %
- 13 %
- 29 %
0 %
- 29 %
v
v
• With no storage in ZEBs & no new Scandinavian transmission
• Expected loss of electricity in 2050 = 1.3 TWh/ 2.4% of PV production
• Example: Electricity balance in the Stockholm region
10/07/2017
System integration of PV
14
-20
-15
-10
-5
0
5
10
15
20
25
2 4 6 8 10 12 14 16 18 20 22 24
Electricitybalance-Summer2050-
S16,GW
Hour
Export from SE3
Consumption SE3
Import to SE3
Other production SE3
PV production SE3
Lost PV in SE3
v
v
10/07/2017 15
Net electricity export
-6
-4
-2
0
2
4
6
8
10
12
14
2 4 6 8 10 12 14 16 18 20 22 24
Netelectricityexportspring2050,GW
Hour
ZEB no ZEBS in Europe
v
v
• Implementation of ZEBs with PV
• Influences cost-optimal investments and operation of the energy system
• Lower heat demand & PV production
• Reduces the competiveness of CHP, wind power and non-flexible
hydropower
• Increases the share of low-cost electricity heating
• System integration of PV
• Scandinavian energy system is well suited to integrating a large amount of
ZEBs with PV
• 2 % of unutilized PV with no building storage in 2050
• Scandinavian energy system does not require local energy storage in all
ZEBs
10/07/2017
Conclusions
16
v
v
Thank you for the attention
pernille.seljom@ife.no
10/07/2017
Acknowledgements to:
For more details:
Seljom, P., Lindberg, K.B., Tomasgard, A., Doorman, G., Sartori, I., 2017.
The impact of Zero Energy Buildings on the Scandinavian energy system.
Energy 118, 284-296.
17

More Related Content

PDF
Short-term uncertainty in long-term energy models
PDF
ARX models for Building Energy Performance Assessment Based on In-situ Measur...
PPTX
Energy analysis using computer aided design
PDF
Benefit and expected gains with use of de-icing technologies
PDF
Alliance to Save Energy Office Retrofit
PDF
ICEEE Poster_YoannGuinard
PDF
dissertationpresentation
PPTX
Josefine Selj Oslo Startup Day Climate-KIC February 8th 2017
Short-term uncertainty in long-term energy models
ARX models for Building Energy Performance Assessment Based on In-situ Measur...
Energy analysis using computer aided design
Benefit and expected gains with use of de-icing technologies
Alliance to Save Energy Office Retrofit
ICEEE Poster_YoannGuinard
dissertationpresentation
Josefine Selj Oslo Startup Day Climate-KIC February 8th 2017

Similar to Optimal integration of net Zero Energy Buildings in the Scandinavian energy system (20)

PDF
Hydrogen electrolyser capacity investment in the Australian context: optimiza...
PPT
Future possibilities for utilization of solar energy serc 2009 05-20
PPTX
Feasible EE and RES Investments in SME Hotels in Croatia - Matija Vajdic
PPTX
D1 (Opening) Karin Comstedt Webb - Sustainable cement & concrete.pptx
PDF
Winners and losers of end-use flexibility in the Norwegian energy system
PDF
Residential heat pumps in the future Danish energy system
PDF
District heating vs Heat-pumps in meeting ambitious climate targets for Sweden
PDF
How Do Various Risk Factors Influence the Green Certificate Market of Norway ...
PDF
Energy system pathways of a decarbonization of the Norwegian oil-dependent ec...
PPTX
Enabling low-temperature renewable district energy in cities
PDF
Bi-directional linkage of TIMES-Norway and a power system model
PDF
Transition to a secure and low-carbon Swiss energy system
PDF
Energy Transition in Belgium – Choices and Costs
PDF
DCD Zettastructure 20171108
PDF
Impatto dell’idrogeno verde sul sistema elettrico: quali i costi? (Bruno Cova)
PDF
The role of Norwegian offshore wind in the energy system transition
PDF
IEA DSM Task 17: Integration of DSM, DG, RES and ES – Outcome of Phase 1 and ...
PDF
Modelling challenges for Hydrogen and Synfuel pathways in Europe
PDF
Modelling of offshore wind
PDF
Energietransitie in industrie: de impact op de netten - Shell Energy and Chem...
Hydrogen electrolyser capacity investment in the Australian context: optimiza...
Future possibilities for utilization of solar energy serc 2009 05-20
Feasible EE and RES Investments in SME Hotels in Croatia - Matija Vajdic
D1 (Opening) Karin Comstedt Webb - Sustainable cement & concrete.pptx
Winners and losers of end-use flexibility in the Norwegian energy system
Residential heat pumps in the future Danish energy system
District heating vs Heat-pumps in meeting ambitious climate targets for Sweden
How Do Various Risk Factors Influence the Green Certificate Market of Norway ...
Energy system pathways of a decarbonization of the Norwegian oil-dependent ec...
Enabling low-temperature renewable district energy in cities
Bi-directional linkage of TIMES-Norway and a power system model
Transition to a secure and low-carbon Swiss energy system
Energy Transition in Belgium – Choices and Costs
DCD Zettastructure 20171108
Impatto dell’idrogeno verde sul sistema elettrico: quali i costi? (Bruno Cova)
The role of Norwegian offshore wind in the energy system transition
IEA DSM Task 17: Integration of DSM, DG, RES and ES – Outcome of Phase 1 and ...
Modelling challenges for Hydrogen and Synfuel pathways in Europe
Modelling of offshore wind
Energietransitie in industrie: de impact op de netten - Shell Energy and Chem...
Ad

More from IEA-ETSAP (20)

PDF
Generalized levelized cost as a metric for explaining model behavior of linea...
PDF
TIMES2JuMP project status report; Learnings on the feasibility of Migrating T...
PDF
A platform for open, realistic, and reproducible benchmarking of solvers on e...
PDF
Integrated Long-Term Planning and Short-Term Reliability Assessment for High-...
PDF
IEA H2 TCP Task 52 Hydrogen for Iron and Steel Making
PDF
TIMES-NZ 3.0: automating upstream data processing for an open-source workflow
PDF
Towards a national integrated energy, land and food system model for long ter...
PDF
Development of an AFOLU module for TIMES
PDF
The plant-level decarbonization pathways and mitigation cost of global oil re...
PDF
Near-optimal solutions for long-term energy planning facing the possible crit...
PDF
Integrated TIMES-E3ME-PLEXOS-DASMOD Modelling Framework for Assessing The Cze...
PDF
Does myopic foresight modeling better capture the real-world energy transitio...
PDF
xl2times: progress update & a proof-of-concept interactive notebook-based wor...
PDF
Liberating energy models from modelers Amit Kanudia
PDF
The potential role of alternative fuels in the decarbonization of hard-to-aba...
PDF
Future Low-Carbon Hydrogen Production Technology Penetration with Aspen-Based...
PDF
Integrating Detailed Petrochemical Processes in Global Energy System Models f...
PDF
Are Heavy-Duty Vehicles at a Crossroads? A Real Options and Innovation Diffus...
PDF
An Assessment of the Impact of Electrification for Integration of Offshore Wi...
PDF
Role of Carbon Pricing and Emissions Constraint Pathways for India’s Net-Zero...
Generalized levelized cost as a metric for explaining model behavior of linea...
TIMES2JuMP project status report; Learnings on the feasibility of Migrating T...
A platform for open, realistic, and reproducible benchmarking of solvers on e...
Integrated Long-Term Planning and Short-Term Reliability Assessment for High-...
IEA H2 TCP Task 52 Hydrogen for Iron and Steel Making
TIMES-NZ 3.0: automating upstream data processing for an open-source workflow
Towards a national integrated energy, land and food system model for long ter...
Development of an AFOLU module for TIMES
The plant-level decarbonization pathways and mitigation cost of global oil re...
Near-optimal solutions for long-term energy planning facing the possible crit...
Integrated TIMES-E3ME-PLEXOS-DASMOD Modelling Framework for Assessing The Cze...
Does myopic foresight modeling better capture the real-world energy transitio...
xl2times: progress update & a proof-of-concept interactive notebook-based wor...
Liberating energy models from modelers Amit Kanudia
The potential role of alternative fuels in the decarbonization of hard-to-aba...
Future Low-Carbon Hydrogen Production Technology Penetration with Aspen-Based...
Integrating Detailed Petrochemical Processes in Global Energy System Models f...
Are Heavy-Duty Vehicles at a Crossroads? A Real Options and Innovation Diffus...
An Assessment of the Impact of Electrification for Integration of Offshore Wi...
Role of Carbon Pricing and Emissions Constraint Pathways for India’s Net-Zero...
Ad

Recently uploaded (20)

PPTX
Pilar Kemerdekaan dan Identi Bangsa.pptx
PPTX
Business_Capability_Map_Collection__pptx
PPTX
New ISO 27001_2022 standard and the changes
PPTX
Managing Community Partner Relationships
PDF
Votre score augmente si vous choisissez une catégorie et que vous rédigez une...
PPTX
QUANTUM_COMPUTING_AND_ITS_POTENTIAL_APPLICATIONS[2].pptx
PPTX
Topic 5 Presentation 5 Lesson 5 Corporate Fin
PDF
[EN] Industrial Machine Downtime Prediction
PPTX
modul_python (1).pptx for professional and student
PPTX
sac 451hinhgsgshssjsjsjheegdggeegegdggddgeg.pptx
PDF
Microsoft 365 products and services descrption
PPTX
(Ali Hamza) Roll No: (F24-BSCS-1103).pptx
PPTX
FMIS 108 and AISlaudon_mis17_ppt_ch11.pptx
PDF
Capcut Pro Crack For PC Latest Version {Fully Unlocked 2025}
PPTX
DS-40-Pre-Engagement and Kickoff deck - v8.0.pptx
PDF
Optimise Shopper Experiences with a Strong Data Estate.pdf
PPTX
IMPACT OF LANDSLIDE.....................
PDF
Jean-Georges Perrin - Spark in Action, Second Edition (2020, Manning Publicat...
PDF
Introduction to the R Programming Language
PDF
Business Analytics and business intelligence.pdf
Pilar Kemerdekaan dan Identi Bangsa.pptx
Business_Capability_Map_Collection__pptx
New ISO 27001_2022 standard and the changes
Managing Community Partner Relationships
Votre score augmente si vous choisissez une catégorie et que vous rédigez une...
QUANTUM_COMPUTING_AND_ITS_POTENTIAL_APPLICATIONS[2].pptx
Topic 5 Presentation 5 Lesson 5 Corporate Fin
[EN] Industrial Machine Downtime Prediction
modul_python (1).pptx for professional and student
sac 451hinhgsgshssjsjsjheegdggeegegdggddgeg.pptx
Microsoft 365 products and services descrption
(Ali Hamza) Roll No: (F24-BSCS-1103).pptx
FMIS 108 and AISlaudon_mis17_ppt_ch11.pptx
Capcut Pro Crack For PC Latest Version {Fully Unlocked 2025}
DS-40-Pre-Engagement and Kickoff deck - v8.0.pptx
Optimise Shopper Experiences with a Strong Data Estate.pdf
IMPACT OF LANDSLIDE.....................
Jean-Georges Perrin - Spark in Action, Second Edition (2020, Manning Publicat...
Introduction to the R Programming Language
Business Analytics and business intelligence.pdf

Optimal integration of net Zero Energy Buildings in the Scandinavian energy system

  • 1. v v Optimal integration of net Zero Energy Buildings in the Scandinavian energy system 71TH SEMI-ANNUAL ETSAP MEETING Maryland, USA 10.07.2017 Pernille Seljom (pernille.seljom@ife.no), Karen Byskov Lindberg (kli@nve.no) & Asgeir Tomasgard (asgeir.tomasgard@ntnu.no)
  • 2. v v • net Zero Energy Building (ZEB) • Low energy demand and renewable energy generation • Energy generation = energy demand • PV is a suitable energy generation technology • EU’s Energy Performance of Buildings Directive (EPBD) • All new buildings shall be nearly ZEB from 2020 • The definition of a “nearly” and Primary Energy factors are member specific • Scandinavia; Denmark, Norway & Sweden • Solar irradiation is high in summer when electricity demand is low • ZEBs with PV require electricity trade with the electricity grid 10/07/2017 Motivation 2
  • 3. v v • If all new and rehabilitated buildings are ZEB with PV • How will this change the cost-optimal development of energy system towards 2050 ? • What is the optimal heat design in buildings ? • Is it possible to integrate substantial PV production in Scandinavia ? • What is the future role of the flexible hydropower ? 10/07/2017 Research questions 3
  • 4. v v • Scandinavian TIMES model • Model period 2010 - 2050 • 48 time-slices • 4 seasons • 12 daily periods • End-use sectors • Buildings • Transport • Industry • Perfect foresight investments 10/07/2017 Methodology 4
  • 5. v v • ZEB definition • All new and rehabilitated buildings have a passive house standard with on- site PV. In 2050: • 50 % of the Scandinavian building stock is ZEBs • Expected heat demand is reduced from 192 TWh to 157 TWh • PV production = Electric specific consumption on an annual basis • 2030: 25 TWh • 2050: 53 TWh • No use of local energy storage 10/07/2017 Methodology 5
  • 6. v v • Stochastic Programming is used to consider short-term uncertainty and to value flexibility • Investments are made with respect to the short-term uncertainty of • PV production • Wind power production • Hydropower production • Heat demand in buildings • Electricity prices outside Scandinavia • Grid interaction with ZEBs is particular dependent on PV production & heat demand 10/07/2017 Methodology 6
  • 7. v v • Model input on non-residential heat demand without ZEBs • 21 stochastic scenarios 10/07/2017 Methodology 0 50 100 150 200 250 300 350 400 2 4 6 8 10 12 14 16 18 20 22 24 Non-residentialheatdemand NO1Winter2050,GWh Hour no ZEBs 25/75 Quantile Min Median Max 7
  • 8. v v • Model input on non-residential heat demand with ZEBs • 21 stochastic scenarios 10/07/2017 Methodology 8 0 50 100 150 200 250 300 350 400 2 4 6 8 10 12 14 16 18 20 22 24 Nonresidentialheatdemand NO1Winter2050,GWh Hour with ZEBs
  • 9. v v • Model input on PV production • 21 stochastic scenarios 10/07/2017 Methodology 0.00 0.05 0.10 0.15 0.20 0.25 2 4 6 8 10 12 14 16 18 20 22 24 PVavailabilityfactor-SE3Summer2030 Hour 25/75 Quantile Min Median Max Availability factor = hourly production/ capacity 9
  • 10. v v • Two different case assumptions on new and rehabilitated buildings • Heat demand (TWh/y) 2030 2050 • REF 177/194/222 179/192/224 • ZEB 162/178/203 145/157/183 • PV production in ZEB • 2030 25 TWh • 2050 53 TWh 10/07/2017 Results Case Passive building standard Building integrated PV REF No No ZEB Yes Yes 10
  • 11. v v 10/07/2017 11 Electricity generation capacity - 51 % - 17 % - 4 % 0 % 0 % REF ZEB REF ZEB 2010 2030 2050 Total 73.8 83.3 107.0 88.0 139.1 PV 0.0 0.0 29.4 0.0 62.6 Wind 6.3 13.0 8.6 17.5 8.6 CHP 11.9 10.4 9.6 10.4 8.6 Non-flexible hydro 15.0 19.8 19.2 20.0 19.2 Flexible hydro 31.4 33.4 33.4 33.4 33.4 Nuclear 9.3 6.7 6.7 6.7 6.7 0 25 50 75 100 125 150 Electricitygenerationcapacity,GW
  • 12. v v 10/07/2017 12 Wind power capacity - REF ZEB REF ZEB 2015 2030 2050 Total 11.0 13.0 8.6 17.5 8.6 SE 5.4 3.9 0.8 5.3 1.5 NO 0.8 2.2 1.4 4.3 1.1 DK 4.8 7.0 6.4 8.0 6.0 0 5 10 15 20 Windcapacity,GW
  • 13. v v 10/07/2017 Building heat supply 13 REF ZEB REF ZEB 2030 2050 Total 192 174 190 155 District heat 85 78 82 68 Gas 14 14 15 13 Heat Pump 36 27 38 27 Electricity 32 35 31 31 Biomass 24 20 24 17 0 50 100 150 200 Expectedbuildingheatsupply,TWh - 17 % - 13 % - 29 % 0 % - 29 %
  • 14. v v • With no storage in ZEBs & no new Scandinavian transmission • Expected loss of electricity in 2050 = 1.3 TWh/ 2.4% of PV production • Example: Electricity balance in the Stockholm region 10/07/2017 System integration of PV 14 -20 -15 -10 -5 0 5 10 15 20 25 2 4 6 8 10 12 14 16 18 20 22 24 Electricitybalance-Summer2050- S16,GW Hour Export from SE3 Consumption SE3 Import to SE3 Other production SE3 PV production SE3 Lost PV in SE3
  • 15. v v 10/07/2017 15 Net electricity export -6 -4 -2 0 2 4 6 8 10 12 14 2 4 6 8 10 12 14 16 18 20 22 24 Netelectricityexportspring2050,GW Hour ZEB no ZEBS in Europe
  • 16. v v • Implementation of ZEBs with PV • Influences cost-optimal investments and operation of the energy system • Lower heat demand & PV production • Reduces the competiveness of CHP, wind power and non-flexible hydropower • Increases the share of low-cost electricity heating • System integration of PV • Scandinavian energy system is well suited to integrating a large amount of ZEBs with PV • 2 % of unutilized PV with no building storage in 2050 • Scandinavian energy system does not require local energy storage in all ZEBs 10/07/2017 Conclusions 16
  • 17. v v Thank you for the attention pernille.seljom@ife.no 10/07/2017 Acknowledgements to: For more details: Seljom, P., Lindberg, K.B., Tomasgard, A., Doorman, G., Sartori, I., 2017. The impact of Zero Energy Buildings on the Scandinavian energy system. Energy 118, 284-296. 17