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A TIMES model for Wallonia: description of the
modeling approach and analysis of an ambitious
mitigation target: -55% GHG in 2030
Preliminary results
LÉO COPPENS1
MAURIZIO GARGIULO2, MARCO ORSINI3, NATHALIE ARNOULD4
1
1 University of Mons, leo.coppens@umons.ac.be
2 E4SMA
3 ICEDD ABSL
4 Public Service of Wallonia: Energy Department
Introduction
Wallonia had no detailed model
→ we developed one (with government funding)
Moreover: New government → New target: -55% in 2030 (compared to 1990)
→ we optimize TIMES-Wal to meet the target
→ analysis of such an ambitious target in the near term & sensitivity analysis
1) description of the model
2) preliminary results of the optimisation
2
TIMES-Wal: general structure
•Single region model
•Reference year: 2014
•24 representative time slices
•7 main sectors (which represent most of the regional combustion emissions):
• residential, commercial, industrial, transport, agricultural, supply and electricity generation sector
3
Description of the sectors
Residential sector
•20 different categories of buildings depending on the period of construction and on the number of
facades. For each category, the number of m² of buildings is described and the net needs (PJ/m²) for space
heating and hot water are differentiated. In order to satisfy all the demands, a set of technologies is
defined. There are also 4 types of retrofitting options.
Commercial sector
•Similar as RSD. Divided into 7 subsectors. The demands are only defined here in PJ (of heat, hot water and
others) and not in m².
Transport sector
•Freight and passengers transportation. Road transport is very detailed with data on the actual park of
technologies.
4
Description of the sectors
Industrial sector:
•Many sub-sectors: chemicals, cement, paper (and pulp), food (potatoes, sugar, …), etc. Demands expressed
usually in Mt of final products. Specific new technologies are described.
Electricity generation :
•Sector is defined with historical data on individual plants. Complete database of new technologies.
Supply sector:
•Mining (local production of biomass, wastes,…), import and export processes. For future years, there is a
detailed representation of biogas and hydrogen production.
5
Main hypothesis
▪taxes, delivery costs and subsidies
▪increasing price for ETS emissions
▪no new coal power plants, no new nuclear
plants and no CCS/CCU.
▪maximum annual retrofit rate of 3%
▪general discount rate of 1.8%
▪no behavioral measures
▪constraint on pollutants -SOx, NOx, PM2.5,
COV and NH3-
6
Optimisation of the model: 2 scenarios
1) Reference Scenario, “Sc.REF”
2) Constrained Scenario, “Sc.-55%”:
• -55% in 2030 (considering the emissions covered by the model and compared to 1990)
• carbon budget
7
Results: GHG emissions
Similar path without a CO2 budget and with
different discount rates (only slightly more
concave)
→ acting now is necessary and cost-effective
0
5000
10000
15000
20000
25000
30000
2014 2020 2025 2030
ktCO2eq
Sc. REF Sc. -55%
8
Results: primary energy
0
10000
20000
30000
40000
50000
60000
Biomass Solid fossil fuels Electricity
imports
Natural gas Non-renewable
waste
Nuclear heat Oil Renewable
GWh
2014, Sc. REF & Sc. -55% 2030, Sc. REF 2030, Sc. -55%
Importance of renewable (+558% in Sc.-55%!) and biomass in meeting the GHG target in a cost-optimal way.
Fossil fuels use decline with the exception of natural gas.
→ Similar results as EU Commission study (Tsiropoulos Ioannis et al., 2020) concerning the main evolutions of
the primary energy mix in 2030 (even though the growth of variables renewables is higher in our Sc.)
9
Results: electricity generation
Almost the maximum potential of windmills
in both scenarios
Shutdown of nuclear plants → renewable
sources are not sufficient. → Importations +
new gas plants too
Those results (for Windmills and PV panels)
are not (much) affected by the ETS price and
by the discount rate
0
2000
4000
6000
8000
10000
12000
14000
16000
18000
20000
GWh
2014, Sc. REF & Sc. -55% 2030, Sc. REF 2030, Sc. -55%
10
Results: building sector
Every type of renovation in both scenarios: window, wall, roof as well as
ground renovation.
There are massive investments in both scenarios but the constrained
scenario goes further.
The amount of retrofitting is very much influenced by the discount rate
even though there is still a lot of renovation with high discount rates.
Concerning technologies, the main outcomes in both scenarios are the
investments in new and more efficient gas boilers and the use of
district heating. In Sc.-55%, ground heat pumps appear as well. There
are also some new biomass boilers.
15
20
25
30
0% 2% 4% 6% 8%
PJ
Discount rate
Retrofits in the residential sector:
energy savings in 2030 (PJ)
Sc.-55%, no budget
Sc. REF
Sc.-55%
11
Results: costs
0 2000 4000 6000 8000
Annual activity costs
Annual flow costs (including
import/export prices)
Annual fixed operating and
maintenance costs
Annual investment costs
Meuros
2030, Sc. REF 2030, Sc. -55%
Discount
rate
Total increase in energy system costs
(discounted)
0.01% 1.27%
2.00% 1.81%
4.00% 2.08%
6.00% 2.21%
8.00% 2.48%
12
Year 2020-2025 2030
Shadow price
of emissions
Below 60€/t 219€/t
Conclusion
•The energy mix considerably changes. Renewable sources and biomass become significant sources of primary
energy while fossil fuels use decline, except for natural gas.
•Planned shutdown of the nuclear plants → massive investments in windmills and in PV panels (which are
cost-optimal technologies even in the unconstrained case). In the building sector, lots of renovations (which
are cost-optimal in both scenarios).
→ The choice of the discount rate does not change the main technological conclusions.
•Certainly 2030 is very near, but we do not need to invest in uncertain alternatives to reach -55%.
•The cost of Sc.-55% is only about 1.5% higher than Sc. REF.
•Efforts and investments must start as soon as possible in order to stay on the cost-effective path.
13
Thank you for your
attention!
A TIMES model for Wallonia: description of the modeling
approach and analysis of an ambitious mitigation target: -
55% GHG in 2030
Preliminary results
Léo Coppens → leo.coppens@umons.ac.be
Maurizio Gargiulo, Marco Orsini, Nathalie Arnould
14

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A TIMES model for Wallonia: description of the modelling approach and analysis of an ambitious target of -55% GHG in 2030

  • 1. A TIMES model for Wallonia: description of the modeling approach and analysis of an ambitious mitigation target: -55% GHG in 2030 Preliminary results LÉO COPPENS1 MAURIZIO GARGIULO2, MARCO ORSINI3, NATHALIE ARNOULD4 1 1 University of Mons, leo.coppens@umons.ac.be 2 E4SMA 3 ICEDD ABSL 4 Public Service of Wallonia: Energy Department
  • 2. Introduction Wallonia had no detailed model → we developed one (with government funding) Moreover: New government → New target: -55% in 2030 (compared to 1990) → we optimize TIMES-Wal to meet the target → analysis of such an ambitious target in the near term & sensitivity analysis 1) description of the model 2) preliminary results of the optimisation 2
  • 3. TIMES-Wal: general structure •Single region model •Reference year: 2014 •24 representative time slices •7 main sectors (which represent most of the regional combustion emissions): • residential, commercial, industrial, transport, agricultural, supply and electricity generation sector 3
  • 4. Description of the sectors Residential sector •20 different categories of buildings depending on the period of construction and on the number of facades. For each category, the number of m² of buildings is described and the net needs (PJ/m²) for space heating and hot water are differentiated. In order to satisfy all the demands, a set of technologies is defined. There are also 4 types of retrofitting options. Commercial sector •Similar as RSD. Divided into 7 subsectors. The demands are only defined here in PJ (of heat, hot water and others) and not in m². Transport sector •Freight and passengers transportation. Road transport is very detailed with data on the actual park of technologies. 4
  • 5. Description of the sectors Industrial sector: •Many sub-sectors: chemicals, cement, paper (and pulp), food (potatoes, sugar, …), etc. Demands expressed usually in Mt of final products. Specific new technologies are described. Electricity generation : •Sector is defined with historical data on individual plants. Complete database of new technologies. Supply sector: •Mining (local production of biomass, wastes,…), import and export processes. For future years, there is a detailed representation of biogas and hydrogen production. 5
  • 6. Main hypothesis ▪taxes, delivery costs and subsidies ▪increasing price for ETS emissions ▪no new coal power plants, no new nuclear plants and no CCS/CCU. ▪maximum annual retrofit rate of 3% ▪general discount rate of 1.8% ▪no behavioral measures ▪constraint on pollutants -SOx, NOx, PM2.5, COV and NH3- 6
  • 7. Optimisation of the model: 2 scenarios 1) Reference Scenario, “Sc.REF” 2) Constrained Scenario, “Sc.-55%”: • -55% in 2030 (considering the emissions covered by the model and compared to 1990) • carbon budget 7
  • 8. Results: GHG emissions Similar path without a CO2 budget and with different discount rates (only slightly more concave) → acting now is necessary and cost-effective 0 5000 10000 15000 20000 25000 30000 2014 2020 2025 2030 ktCO2eq Sc. REF Sc. -55% 8
  • 9. Results: primary energy 0 10000 20000 30000 40000 50000 60000 Biomass Solid fossil fuels Electricity imports Natural gas Non-renewable waste Nuclear heat Oil Renewable GWh 2014, Sc. REF & Sc. -55% 2030, Sc. REF 2030, Sc. -55% Importance of renewable (+558% in Sc.-55%!) and biomass in meeting the GHG target in a cost-optimal way. Fossil fuels use decline with the exception of natural gas. → Similar results as EU Commission study (Tsiropoulos Ioannis et al., 2020) concerning the main evolutions of the primary energy mix in 2030 (even though the growth of variables renewables is higher in our Sc.) 9
  • 10. Results: electricity generation Almost the maximum potential of windmills in both scenarios Shutdown of nuclear plants → renewable sources are not sufficient. → Importations + new gas plants too Those results (for Windmills and PV panels) are not (much) affected by the ETS price and by the discount rate 0 2000 4000 6000 8000 10000 12000 14000 16000 18000 20000 GWh 2014, Sc. REF & Sc. -55% 2030, Sc. REF 2030, Sc. -55% 10
  • 11. Results: building sector Every type of renovation in both scenarios: window, wall, roof as well as ground renovation. There are massive investments in both scenarios but the constrained scenario goes further. The amount of retrofitting is very much influenced by the discount rate even though there is still a lot of renovation with high discount rates. Concerning technologies, the main outcomes in both scenarios are the investments in new and more efficient gas boilers and the use of district heating. In Sc.-55%, ground heat pumps appear as well. There are also some new biomass boilers. 15 20 25 30 0% 2% 4% 6% 8% PJ Discount rate Retrofits in the residential sector: energy savings in 2030 (PJ) Sc.-55%, no budget Sc. REF Sc.-55% 11
  • 12. Results: costs 0 2000 4000 6000 8000 Annual activity costs Annual flow costs (including import/export prices) Annual fixed operating and maintenance costs Annual investment costs Meuros 2030, Sc. REF 2030, Sc. -55% Discount rate Total increase in energy system costs (discounted) 0.01% 1.27% 2.00% 1.81% 4.00% 2.08% 6.00% 2.21% 8.00% 2.48% 12 Year 2020-2025 2030 Shadow price of emissions Below 60€/t 219€/t
  • 13. Conclusion •The energy mix considerably changes. Renewable sources and biomass become significant sources of primary energy while fossil fuels use decline, except for natural gas. •Planned shutdown of the nuclear plants → massive investments in windmills and in PV panels (which are cost-optimal technologies even in the unconstrained case). In the building sector, lots of renovations (which are cost-optimal in both scenarios). → The choice of the discount rate does not change the main technological conclusions. •Certainly 2030 is very near, but we do not need to invest in uncertain alternatives to reach -55%. •The cost of Sc.-55% is only about 1.5% higher than Sc. REF. •Efforts and investments must start as soon as possible in order to stay on the cost-effective path. 13
  • 14. Thank you for your attention! A TIMES model for Wallonia: description of the modeling approach and analysis of an ambitious mitigation target: - 55% GHG in 2030 Preliminary results Léo Coppens → leo.coppens@umons.ac.be Maurizio Gargiulo, Marco Orsini, Nathalie Arnould 14