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Spatial flexibility in redispatch:
Supporting low carbon energy systems with Power-to-Gas
16th and 17th Dec. 2020: 78th Semi-annual ETSAP workshop
Bobby Xiong*, Johannes Predel,
Pedro Crespo del Granado**, Ruud Egging-Bratseth
* b.xiong@tu-belin.de
** pedro@ntnu.no https://doi.org/10.1016/j.apenergy.2020.116201
2
Motivation
Rising congestion management costs due to RES integation
3
• Historically centralised and fossil
fuel-based power generation
• Decentralised and intermittent RE
electricity generation is
challenging
• System Operators need to curtail
vast amount of RE electricity in
order to maintain a stable grid
• Making use of already existing
infrastructure may help to support
other energy sectors
• Power-to-Gas can be used to shift
energy from the electricity
towards the gas sector
• System operator can use PtG in
order to reduce curtailment during
redispatch
• To what extent can PtG provide
flexibility in redispatch?
• Which factors drive SNG
production when PtG is used to
reduce curtailment and
redispatch volumes?
Problem Research & contributionIdea
Motivation
From problem identification to our research contribution
4
Methodology
Redispatch explained
02.08.2019Congestion Management via P2G in Liberalised Electricity Markets, ADBI Workshop
Congested
transmission line
Uncongested
transmission line
Redispatch
Methodology
Redispatch enhanced by Power-to-Gas
04.11.2020Congestion Management via P2G in Liberalised Electricity Markets, ADBI Workshop 5
Congested
transmission line
Uncongested
transmission line
Redispatch
with PtG
PtG
Methodology
Two-stage model approach
Low capital letters: Parameters
Large capital letters: Model variables
c: Cost parameters
P: Generation variables
Sets
t in T: Set of hours
g in G: Set of generation units
e in G: Subset of GfG units
r in R: Set of renewables
n in N: Set of nodes
Methodology
Two-stage model approach
Low capital letters: Parameters
Large capital letters: Model variables
c: Cost parameters
P: Generation variables
Sets
t in T: Set of hours
g in G: Set of generation units
e in G: Subset of GfG units
r in R: Set of renewables
n in N: Set of nodes
PtG
Model results
Economic dispatch: Four exemplary weeks
9
Model results
Imbalanced distribution of load and supply call for redispatch measures
Annual load Annual RES generation Annual redispatch
Model results
Imbalanced distribution of load and supply call for redispatch measures
Model results
Power-to-Gas usage naturally reduces curtailment
Sensitivity analysis on varying PtG efficiency
PAPER HIGHLIGHTS
• Power-to-Gas can shift pressure from electricity to gas infrastructure.
• The utilisation of Power-to-Gas in redispatch reduces curtailment by 12%.
• Based on 427 analysed node, 5 nodes show a high potential for Power-to-Gas usage.
• Results are supported by ongoing projects of transmission system operators.
• The feasibility of Power-to-Gas depends on technology efficiency and the CO2 price.
REPRODUCABILITY
• Open access publication and open source model using Julia (JuMP) and R
• Model code under MIT licence: https://github.com/bobbyxiong/redispatch-ptg
Conclusion
Thanks!
Acknowledgements
This project has received funding from the European Union’s Horizon 2020
research and innovation programme under grant agreement No. 835896
Bobby Xiong, Johannes Predel,
Pedro Crespo del Granado*, Ruud Egging-Bratseth
*Managerial Economics and Operations Research
Norwegian University of Science and Technology (NTNU)
Mail: pedro@ntnu.no

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Spatial flexibility in redispatch: Supporting low carbon energy systems with Power-to-Gas

  • 1. Spatial flexibility in redispatch: Supporting low carbon energy systems with Power-to-Gas 16th and 17th Dec. 2020: 78th Semi-annual ETSAP workshop Bobby Xiong*, Johannes Predel, Pedro Crespo del Granado**, Ruud Egging-Bratseth * b.xiong@tu-belin.de ** pedro@ntnu.no https://doi.org/10.1016/j.apenergy.2020.116201
  • 2. 2 Motivation Rising congestion management costs due to RES integation
  • 3. 3 • Historically centralised and fossil fuel-based power generation • Decentralised and intermittent RE electricity generation is challenging • System Operators need to curtail vast amount of RE electricity in order to maintain a stable grid • Making use of already existing infrastructure may help to support other energy sectors • Power-to-Gas can be used to shift energy from the electricity towards the gas sector • System operator can use PtG in order to reduce curtailment during redispatch • To what extent can PtG provide flexibility in redispatch? • Which factors drive SNG production when PtG is used to reduce curtailment and redispatch volumes? Problem Research & contributionIdea Motivation From problem identification to our research contribution
  • 4. 4 Methodology Redispatch explained 02.08.2019Congestion Management via P2G in Liberalised Electricity Markets, ADBI Workshop Congested transmission line Uncongested transmission line Redispatch
  • 5. Methodology Redispatch enhanced by Power-to-Gas 04.11.2020Congestion Management via P2G in Liberalised Electricity Markets, ADBI Workshop 5 Congested transmission line Uncongested transmission line Redispatch with PtG PtG
  • 6. Methodology Two-stage model approach Low capital letters: Parameters Large capital letters: Model variables c: Cost parameters P: Generation variables Sets t in T: Set of hours g in G: Set of generation units e in G: Subset of GfG units r in R: Set of renewables n in N: Set of nodes
  • 7. Methodology Two-stage model approach Low capital letters: Parameters Large capital letters: Model variables c: Cost parameters P: Generation variables Sets t in T: Set of hours g in G: Set of generation units e in G: Subset of GfG units r in R: Set of renewables n in N: Set of nodes PtG
  • 8. Model results Economic dispatch: Four exemplary weeks
  • 9. 9 Model results Imbalanced distribution of load and supply call for redispatch measures Annual load Annual RES generation Annual redispatch
  • 10. Model results Imbalanced distribution of load and supply call for redispatch measures
  • 11. Model results Power-to-Gas usage naturally reduces curtailment Sensitivity analysis on varying PtG efficiency
  • 12. PAPER HIGHLIGHTS • Power-to-Gas can shift pressure from electricity to gas infrastructure. • The utilisation of Power-to-Gas in redispatch reduces curtailment by 12%. • Based on 427 analysed node, 5 nodes show a high potential for Power-to-Gas usage. • Results are supported by ongoing projects of transmission system operators. • The feasibility of Power-to-Gas depends on technology efficiency and the CO2 price. REPRODUCABILITY • Open access publication and open source model using Julia (JuMP) and R • Model code under MIT licence: https://github.com/bobbyxiong/redispatch-ptg Conclusion
  • 13. Thanks! Acknowledgements This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No. 835896 Bobby Xiong, Johannes Predel, Pedro Crespo del Granado*, Ruud Egging-Bratseth *Managerial Economics and Operations Research Norwegian University of Science and Technology (NTNU) Mail: pedro@ntnu.no