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Analysis to achieve a carbon neutral society using
AIM(Asia-Pacific Integrated Model)
Yuko Kanamori
National Institute for Environmental Studies (NIES)
Environmental policies: Social and Economic Outcomes
Virtual Zoom meeting
June 23, 2022
This research was performed by the Environment Research and Technology Fund (JPMEERF20201002)
of the Environmental Restoration and Conservation Agency of Japan.
-1
0
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
1990 1995 2000 2005 2010 2015 2020 2030 2040 2050
CO2 Energy industries CO2 Industries CO2 Transportation
CO2 Commercial CO2 Residential Non-energy CO2
CH4 N2O HFCs
PFCs SF6 NF3
Previous target
GHG
Emissions
[Gt-CO
2
eq]
Revised GHG mitigation target of Japan
to achieve carbon neutrality
2
Source:
Historical data: Greenhouse Gas Inventory Office of Japan, Japan's National Greenhouse Gas Emissions
Target: Japan’s Nationally Determined Contribution (NDC)
• Major directions toward low carbon society: ① Reductions in energy consumption; ② use of
lower carbon energy sources; and ③ energy transition (electrification).
• To achieve carbon neutrality, in addition to ① – ③ measures, ④ negative emission technologies
will be needed.
• Moreover, role of ⑤ social transformation will be important to realize carbon neutrality.
Source: MOEJ (2015) Report of committee on mid-long term GHG reduction
strengthening of ① to ③ measures
④ Negative emission technologies
②
① ② ③
①
Necessary actions to achieve a carbon neutral society
① Reductions in energy consumption
② use of lower carbon energy sources
③ energy transition (electrification)
Energy consumption
CO2
intensity
Present CO2 emissions CO2 emissions in 2050
3
Electricity Heat
4
AIM/Enduse
ver1.0
Population, GDP etc.
AIM/CGE
AIM/MOGPM
Multiregional Optimal Generation Planning Model
Curtailment
Storage
Service
demand
Energy
Device
Energy
Device
H2 /
H2 based fuel
Electricity
Fuel
Electricity
Fuel
Electricity Power
generation
Interchange
Fossil Fuel
Renewables
Nuclear
Annual demand
for Japan
as a whole
Hourly demand
for 10 regions
in Japan
conversion
factor
future IO table
Service demand in end-use sector
Conversion factor
GHG gases calculators
Energy consumption / CO2 emissions
Other GHG emissions
GHG emissions
Model structure to analyze future targets of GHG emissions in Japan
5
Future outlook Notes
Population 126.440 (2018) → 101.923 (2050) mil. people
National Institute of Population and Social Security
Research
Number of
households
53.889(2018) → 47/241(2050) mil. households
National Institute of Population and Social Security
Research and estimated based on its outlook
GDP growth rate
1.7%/year (2020-2030)
0.5%/year (2031-2050)
2020-2030: Estimated by Cabinet Office
2031-2050: SSP2
Crude steel
production
102.89 (2018)→ 85.70 (2050) mil. ton
Estimated based on the future I/O table from
AIM/CGE.
Cement production 60.23 (2018)→ 60.39 (2050) mil. ton
Ethylene production 6.18 (2018)→ 5.41 (2050) mil. ton
Paper & paperboard
production
26.03 (2018)→ 23.48 (2050) mil. ton
Machinery production 100 (2015)→ 141 (2050) index
Business floor space 1903 (2018) → 1671 (2050) mil. m2
Estimated based on the future I/O table from
AIM/CGE.
Passenger transport 1,459 (2018) → 1,179 (2050) bil. person-km Estimated from population trend
Freight transport 411 (2018) → 419 (2050) bil. ton-km
Estimated based on the future I/O table from
AIM/CGE.
Population, GDP, Service demand in 2050
6
Technology Social transformation
〇 Energy efficient technology
〇 Renewable energy
〇 Electrification (electric cars, heat
pumps, etc.)
〇 Hydrogen / Hydrogen-based fuel
(hydrogen, synthetic fuels,
ammonia, etc.)
〇 CCUS
〇 Negative emission technology
〇 Efficient use of materials
• Lifetime extension, Structural optimization, Reuse,
Recycling etc.
⇒ Industrial productions in 2050: -15%
〇 Passenger transportation reduction through
digitalization
〇 Logistics efficiency improvement through digitalization
⇒ Passenger & freight transport volumes in 2050: -20%
×
 "Technology" scenario: net-zero emissions are achieved through deploying a wide range of the
low-carbon technologies.
 "Technology + social transformation" scenario: In addition to the “Technology” scenario, the social
transformation is assumed. The social transformation reduces the energy service demand with
the help of the progress of digitalization and circular economy.
Scenarios
7
 Regarding energy related CO2 emissions in 2050, direct emissions from fossil fuels decrease to almost
zero, and emissions from synthetic fuels remain. Due to offset by BECCS, net CO2 emissions is
achieved.
 Regarding GHG emission in 2050, CH4 and N2O emission also remain. In order to achieve GHG neutral,
almost 100MtCO2 negative emissions including BECCS, afforestation and other measures is needed.
(MtCO2)
<Energy related CO2 emissions> <GHG emissions>
Energy related CO2 and GHG emissions
Others
BECCS
Synfuel
Other energy
Power sector
Transport
Residential
Commercial
Industry
Total
Other NETs
Afforestation
BECCS
CCS
HFCs
N2O
CH4
CO2 (non-
energy)
CO2 (energy)
Tech +Social Tech+Social
(MtCO2eq)
Reduction due to
social transformation
Emission from Synfuel
consumption
BECCS
GHG excluding
energy related CO2
BECCS
Afforestation
Other NETs
8
 In terms of the amount of additional investment needed to achieve net-zero, investment in insulation of
buildings and renewable energy accounts for a large share.
 Net energy imports in 2018 were about 16 trillion yen, but imports will fall by about 12 trillion yen in 2050
due to reduced dependence on fossil fuels.
<Additional investment (average 2041-50)> <Net import value of energy in 2050)>
Additional investment
(tri. JPY) (tri. JPY)
Ammonia
Synfuel
Hydrogen
Biomass
Natural gas
Oil
Coal
Negative emission technologies
Battery
Hydrogen & Methanation
CO2 capture & storage
Small hydro, geothermal & biomass
Offshore wind
Onshore wind
PV
Freight vehicle
Passenger vehicle
Energy saving & electronification
Insulation (commercial)
Insulation (residential)
Efficient furnace, boiler, motor in
industry
BAT and innovative technology in
energy intensive industrial sectors
Tech +Social
Tech +Social
Reduction due to
social transformation
(1) Social transformation could increase certainty of achieving net-zero.
There is much uncertainty regarding the development and dissemination of low-carbon technologies.
In order to enhance the feasibility of net-zero GHG emissions, it is important to make efforts to social
transformation into a society where service demand can be decoupled with energy demand by
promoting digitalization and circular economy.
(2) Electrification and maximum utilization of renewable energy power generation potential
While the potential of photovoltaic and wind power is much higher than other renewables, both are
highly variable power sources. To address variability, it is necessary to ensure flexibility by combining
various power sources, storing electricity and implementing interregional interchange.
(3) Early maximum introduction of low carbon technology
In order to disseminate 100% low carbon technology on a stock basis in 2050, it is necessary to
achieve 100% dissemination on a flow basis at an early stage. In the next 10 to 15 years, it will be
necessary to increase the acceptance of society toward the mass dissemination of low carbon
technology in terms of both hardware and software.
(4) Acceleration of the development of innovative technologies
It is difficult to completely eliminate GHG emissions. Therefore, it is also necessary to take measures
to capture and store atmospheric CO2 to offset the emitted GHG. We must accelerate the
development of these innovational technologies with a view to utilizing overseas resources.
9
Implications

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  • 1. Analysis to achieve a carbon neutral society using AIM(Asia-Pacific Integrated Model) Yuko Kanamori National Institute for Environmental Studies (NIES) Environmental policies: Social and Economic Outcomes Virtual Zoom meeting June 23, 2022 This research was performed by the Environment Research and Technology Fund (JPMEERF20201002) of the Environmental Restoration and Conservation Agency of Japan.
  • 2. -1 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 1990 1995 2000 2005 2010 2015 2020 2030 2040 2050 CO2 Energy industries CO2 Industries CO2 Transportation CO2 Commercial CO2 Residential Non-energy CO2 CH4 N2O HFCs PFCs SF6 NF3 Previous target GHG Emissions [Gt-CO 2 eq] Revised GHG mitigation target of Japan to achieve carbon neutrality 2 Source: Historical data: Greenhouse Gas Inventory Office of Japan, Japan's National Greenhouse Gas Emissions Target: Japan’s Nationally Determined Contribution (NDC)
  • 3. • Major directions toward low carbon society: ① Reductions in energy consumption; ② use of lower carbon energy sources; and ③ energy transition (electrification). • To achieve carbon neutrality, in addition to ① – ③ measures, ④ negative emission technologies will be needed. • Moreover, role of ⑤ social transformation will be important to realize carbon neutrality. Source: MOEJ (2015) Report of committee on mid-long term GHG reduction strengthening of ① to ③ measures ④ Negative emission technologies ② ① ② ③ ① Necessary actions to achieve a carbon neutral society ① Reductions in energy consumption ② use of lower carbon energy sources ③ energy transition (electrification) Energy consumption CO2 intensity Present CO2 emissions CO2 emissions in 2050 3 Electricity Heat
  • 4. 4 AIM/Enduse ver1.0 Population, GDP etc. AIM/CGE AIM/MOGPM Multiregional Optimal Generation Planning Model Curtailment Storage Service demand Energy Device Energy Device H2 / H2 based fuel Electricity Fuel Electricity Fuel Electricity Power generation Interchange Fossil Fuel Renewables Nuclear Annual demand for Japan as a whole Hourly demand for 10 regions in Japan conversion factor future IO table Service demand in end-use sector Conversion factor GHG gases calculators Energy consumption / CO2 emissions Other GHG emissions GHG emissions Model structure to analyze future targets of GHG emissions in Japan
  • 5. 5 Future outlook Notes Population 126.440 (2018) → 101.923 (2050) mil. people National Institute of Population and Social Security Research Number of households 53.889(2018) → 47/241(2050) mil. households National Institute of Population and Social Security Research and estimated based on its outlook GDP growth rate 1.7%/year (2020-2030) 0.5%/year (2031-2050) 2020-2030: Estimated by Cabinet Office 2031-2050: SSP2 Crude steel production 102.89 (2018)→ 85.70 (2050) mil. ton Estimated based on the future I/O table from AIM/CGE. Cement production 60.23 (2018)→ 60.39 (2050) mil. ton Ethylene production 6.18 (2018)→ 5.41 (2050) mil. ton Paper & paperboard production 26.03 (2018)→ 23.48 (2050) mil. ton Machinery production 100 (2015)→ 141 (2050) index Business floor space 1903 (2018) → 1671 (2050) mil. m2 Estimated based on the future I/O table from AIM/CGE. Passenger transport 1,459 (2018) → 1,179 (2050) bil. person-km Estimated from population trend Freight transport 411 (2018) → 419 (2050) bil. ton-km Estimated based on the future I/O table from AIM/CGE. Population, GDP, Service demand in 2050
  • 6. 6 Technology Social transformation 〇 Energy efficient technology 〇 Renewable energy 〇 Electrification (electric cars, heat pumps, etc.) 〇 Hydrogen / Hydrogen-based fuel (hydrogen, synthetic fuels, ammonia, etc.) 〇 CCUS 〇 Negative emission technology 〇 Efficient use of materials • Lifetime extension, Structural optimization, Reuse, Recycling etc. ⇒ Industrial productions in 2050: -15% 〇 Passenger transportation reduction through digitalization 〇 Logistics efficiency improvement through digitalization ⇒ Passenger & freight transport volumes in 2050: -20% ×  "Technology" scenario: net-zero emissions are achieved through deploying a wide range of the low-carbon technologies.  "Technology + social transformation" scenario: In addition to the “Technology” scenario, the social transformation is assumed. The social transformation reduces the energy service demand with the help of the progress of digitalization and circular economy. Scenarios
  • 7. 7  Regarding energy related CO2 emissions in 2050, direct emissions from fossil fuels decrease to almost zero, and emissions from synthetic fuels remain. Due to offset by BECCS, net CO2 emissions is achieved.  Regarding GHG emission in 2050, CH4 and N2O emission also remain. In order to achieve GHG neutral, almost 100MtCO2 negative emissions including BECCS, afforestation and other measures is needed. (MtCO2) <Energy related CO2 emissions> <GHG emissions> Energy related CO2 and GHG emissions Others BECCS Synfuel Other energy Power sector Transport Residential Commercial Industry Total Other NETs Afforestation BECCS CCS HFCs N2O CH4 CO2 (non- energy) CO2 (energy) Tech +Social Tech+Social (MtCO2eq) Reduction due to social transformation Emission from Synfuel consumption BECCS GHG excluding energy related CO2 BECCS Afforestation Other NETs
  • 8. 8  In terms of the amount of additional investment needed to achieve net-zero, investment in insulation of buildings and renewable energy accounts for a large share.  Net energy imports in 2018 were about 16 trillion yen, but imports will fall by about 12 trillion yen in 2050 due to reduced dependence on fossil fuels. <Additional investment (average 2041-50)> <Net import value of energy in 2050)> Additional investment (tri. JPY) (tri. JPY) Ammonia Synfuel Hydrogen Biomass Natural gas Oil Coal Negative emission technologies Battery Hydrogen & Methanation CO2 capture & storage Small hydro, geothermal & biomass Offshore wind Onshore wind PV Freight vehicle Passenger vehicle Energy saving & electronification Insulation (commercial) Insulation (residential) Efficient furnace, boiler, motor in industry BAT and innovative technology in energy intensive industrial sectors Tech +Social Tech +Social Reduction due to social transformation
  • 9. (1) Social transformation could increase certainty of achieving net-zero. There is much uncertainty regarding the development and dissemination of low-carbon technologies. In order to enhance the feasibility of net-zero GHG emissions, it is important to make efforts to social transformation into a society where service demand can be decoupled with energy demand by promoting digitalization and circular economy. (2) Electrification and maximum utilization of renewable energy power generation potential While the potential of photovoltaic and wind power is much higher than other renewables, both are highly variable power sources. To address variability, it is necessary to ensure flexibility by combining various power sources, storing electricity and implementing interregional interchange. (3) Early maximum introduction of low carbon technology In order to disseminate 100% low carbon technology on a stock basis in 2050, it is necessary to achieve 100% dissemination on a flow basis at an early stage. In the next 10 to 15 years, it will be necessary to increase the acceptance of society toward the mass dissemination of low carbon technology in terms of both hardware and software. (4) Acceleration of the development of innovative technologies It is difficult to completely eliminate GHG emissions. Therefore, it is also necessary to take measures to capture and store atmospheric CO2 to offset the emitted GHG. We must accelerate the development of these innovational technologies with a view to utilizing overseas resources. 9 Implications