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IAEA International Atomic Energy Agency INPRO Scenario Analysis and Nuclear Energy System Assessment (NESA) 14 th INPRO Dialogue Forum Jon R. Phillips INPRO Section June 2017
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  • IAEAInternational Atomic Energy Agency

    INPRO Scenario Analysis and Nuclear Energy System Assessment (NESA)

    14th INPRO Dialogue Forum

    Jon R. PhillipsINPRO Section

    June 2017

  • IAEA

    Nuclear Energy System (NES) Strategic Planning: 3 linked Parts

    2

    National Energy Planning:How does nuclear energy fit into the national energy mix?

    Nuclear Energy System Assessment (NESA):

    INPRO Methodology of sustainability assessment

    What are the gaps?

    Nuclear Energy System (NES) modelling and the ‘GAINS Framework’: How do we get there from here?

  • IAEA 3

    Modelling NES Development and Progress Toward Sustainability: The GAINS Framework

    • The collaborative project GAINS was initiated by MS as a part of INPRO project

    • The objective was to develop a common framework for modelling global, regional and national NES to support sustainable development

    • The purpose of a GAINS scenario modelling is to facilitate understanding of long-term outcomes in different potential NES architectures – to achieve sustainable NES growth while minimizing financial, environmental, and political risks

    • Comparative analysis of key indicators from various scenarios can inform strategic NES planning and decision making

  • IAEA

    INPRO Scenario Modelling & Analysis Tools

    Framework for scenario modelling and analysis (GAINS, MESSAGE-NES) is derived from certain high level INPRO Methodology topics:

    Areas for scenario analysis are evaluated through material stock and flow simulations treating facilities as “lumped capacity” models that communicate materials, equipment and value through system links

    Major areas of analysis include:- resource availability- associated power capacity curves for nuclear reactor models involved- production, radioactivity and radiotoxicity of waste- demand and distribution in fuel cycle services- estimates of costs / required investment flows- limited non-proliferation and security considerations- trade effects

    Important sustainability areas including safety cannot be adequately addressed in scenario analysis since they involve specific design details of facilities and equipment that cannot be treated in a lumped capacity model.

    4

  • IAEA

    SYNERGIES: Scenario Analysis Applied to Specific Case Studies

    • LWR mono-U/Pu recycling• Multi-recycling Pu-management in LWR+FR• FR-centred scenarios• Transition to Th/233U via U/Pu HWR-LWR-FR

    Phase• Alternative Complete U/Pu/Th-cycle• Scenarios with advanced MA management

    SYNERGIES final report is in publication

    5

  • IAEA

    SYNERGIES Case Studies

    6

    Specific scenario case studies performed by Member State participants:

  • IAEA

    Ongoing Scenarios Projects: KIND and ROADMAPS• Key Indicators (KIND) collaborative project

    further refines concept of key indicators for NES sustainable development analysis and uses standard multicriteria decision theory approaches for aggregate analysis

    • ROADMAPS collaborative project formalizes approaches to document storylines of sustainable development and specific actions necessary – what, where, when?

    7

  • IAEA

    Nuclear Energy System Scenarios –Analysis and Sustainable Future

    Today• Reactors

    • water cooled – modest thermal efficiency

    • Large units• Fuel resource

    • Natural/enriched U –limited natural resource

    • Limited U/Pu mono recycle – MOX

    • Most SNF is stored and accumulating

    • HL waste and direct SNF disposal

    • National repository development programmes

    • Most trade in reactor and front end services

    8

    The Future?• Reactors

    • Water, gas, metal and salt cooled, double the range of thermal efficiencies• Large and small modular units

    • Fuel resource• Diverse and indefinite supply• U, U/Pu, Th/U-233

    • SNF inventory in equilibrium with reactor fleet capacity• HL waste and limited direct SNF disposal

    • National and regional repositories in operation• MA incinerated and disposed

    • Trade distributed more uniformly across sectorsimproves economics

    Developing system analysis and assessment tools to evaluate cooperativestrategic paths to asustainable future…

  • IAEA

    Even if only a few countries master innovative technologies of fast reactors and closed fuel cycles within this century, others could benefit from this through trade in fuel services.

    E.g., global accumulation of spent fuel could be reversed. The synergistic approach could also secure uranium resource savings of up to 40%, over a heterogeneous non-synergistic case (severely limited back end trade).

    Example finding: trade cooperation can dramatically influence important outcomes

  • IAEA

    Example finding: achieving equilibrium of spent fuel storage

    Scenarios with the introduction of a limited number of fast reactors to support multi-recycling of plutonium in LWRs and in fast reactors

    LWR-UOX SFR LWR-MOX

    SFR-PuLWR-Pu

    LWR-MOX-Pu

  • IAEA 11

    EXAMPLE FINDING: BENEFITS FOR SUSTAINABILITY FROM TRADE COOPERATION ON RD&D ECONOMICS

    RD&D investments on innovative technology are large and provide reasonable pay-back times only in the case of large scale deployment of technology. Cooperation among countries that allows large scale deployment, improves the economics of innovation

    0

    20

    40

    60

    80

    100

    120

    10 20 30 40 50 100

    Pe

    rio

    d o

    f R&

    D r

    etu

    rn, y

    r

    Total installed capasities, GWe

    Return of RD&D, demonstration and construction investments for innovative reactor technology (FR)

    New capacity 1 GWe/yr,

    R&D 00

    R&D 10

    R&D 20

    R&D 30

    R&D 40

    Chart1

    1010101010

    2020202020

    3030303030

    4040404040

    5050505050

    100100100100100

    R&D 00

    R&D 10

    R&D 20

    R&D 30

    R&D 40

    Total installed capasities, GWe

    Period of R&D return, yr

    Return of RD&D, demonstration and construction investments for innovative reactor technology (FR)New capacity 1 GWe/yr,

    0

    33.8198889747

    53.514837167

    70.72135955

    108.6397779494

    0

    22.2574185835

    33.8198889747

    44.6227766017

    53.514837167

    0

    17.90711985

    27.0818510678

    33.8198889747

    40.8142397

    0

    14.9099444874

    22.2574185835

    28.360679775

    33.8198889747

    0

    15.5470053838

    23.3299316186

    29

    34.0940107676

    0

    12.1649658093

    18.5470053838

    24.1421356237

    29.3299316186

    Rate

    R&D10R&D20R&D40R&D00

    R&D 00R&D 10R&D 20R&D 40-5300000000

    25044526197-5200000000

    50034425191-5100-30000-0.030

    100029374686-5000-90000-0.090

    200026354483-4900-180000-0.180

    -4800-300000-0.30

    -4700-450000-0.450

    -4600-630000-0.630

    -4500-840000-0.840

    -4400-1080000-1.080

    -4300-1350000-1.350

    -4200-1650000-1.650

    -4100-1980000-1.980

    -4000-2340000-2.340

    -3900-2730000-2.730

    -3800-3150000-3.150

    -3700-3600000-3.60

    -360-30-408000-0.03-4.080

    -350-90-459000-0.09-4.590

    -340-180-513000-0.18-5.130

    -330-300-570000-0.3-5.70

    -320-450-630000-0.45-6.30

    -310-630-693000-0.63-6.930

    -300-840-759000-0.84-7.590

    -290-1080-828000-1.08-8.280

    -280-1350-900000-1.35-90

    -270-1650-975000-1.65-9.750

    -260-1980-1053000-1.98-10.530

    -25-30-2340-113400-0.03-2.34-11.340

    -24-90-2730-121800-0.09-2.73-12.180

    -23-180-3150-130500-0.18-3.15-13.050

    -22-300-3600-139500-0.3-3.6-13.950

    -21-450-4080-148800-0.45-4.08-14.880

    -20-630-4590-158400-0.63-4.59-15.840

    -19-840-5130-168300-0.84-5.13-16.830

    -18-1080-5700-178500-1.08-5.7-17.850

    -17-1350-6300-189000-1.35-6.3-18.90

    -16-1650-6930-199800-1.65-6.93-19.980

    -15-1980-7590-210900-1.98-7.59-21.090

    -14-2340-8280-222300-2.34-8.28-22.230

    -13-2730-9000-234000-2.73-9-23.40

    -12-3150-9750-246000-3.15-9.75-24.60

    -11-3600-10530-258300-3.6-10.53-25.830

    -10-4080-11340-270900-4.08-11.34-27.090

    -9-4590-12180-283800-4.59-12.18-28.380

    -8-5130-13050-297000-5.13-13.05-29.70

    -7-5700-13950-310500-5.7-13.95-31.050

    -6-6300-14880-324300-6.3-14.88-32.430

    -5-6930-15840-338400-6.93-15.84-33.840

    -4-7590-16830-352800-7.59-16.83-35.280

    -3-8280-17850-367500-8.28-17.85-36.750

    -2-9000-18900-382500-9-18.9-38.250

    -1-9750-19980-397800-9.75-19.98-39.780

    0-10-20-400-0.01-0.02-0.040

    Rate

    R&D 00

    R&D 10

    R&D 20

    R&D 40

    New capasities, MWe/yr

    Period of R&D return, yr

    Return of RD&D, demonstration and construction investments for innovative reactor technology (FR)Total installed capasities 10 GWe,

    Лист2

    3060120

    incrementR&D10R&D20R&D40R&D001234567891011121314151617181920212223242526272829

    30-55

    -54

    -5330313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100

    -520000

    -510000

    -5000-0.030

    -4900-0.090

    -4800-0.180

    -4700-0.30

    -4600-0.450

    -4500-0.630

    -4400-0.840

    -4300-1.080

    -4200-1.350

    -4100-1.650

    -4000-1.980

    -3900-2.340

    -3800-2.730

    -3700-3.150

    -3600-3.60

    -350-0.03-4.080

    -340-0.09-4.590

    -330-0.18-5.130

    -320-0.3-5.70

    -310-0.45-6.30

    -300-0.63-6.930

    -290-0.84-7.590

    -280-1.08-8.280

    -270-1.35-90

    -260-1.65-9.750

    -250-1.98-10.530

    -24-0.03-2.34-11.340

    -23-0.09-2.73-12.180

    -22-0.18-3.15-13.050

    -21-0.3-3.6-13.950

    -20-0.45-4.08-14.880

    -19-0.63-4.59-15.840

    -18-0.84-5.13-16.830

    -17-1.08-5.7-17.850

    -16-1.35-6.3-18.90

    -15-1.65-6.93-19.980

    -14-1.98-7.59-21.090

    -13-2.34-8.28-22.230

    -12-2.73-9-23.40

    -11-3.15-9.75-24.60

    -10-3.6-10.53-25.830

    -9-4.08-11.34-27.090

    -8-4.59-12.18-28.380

    -7-5.13-13.05-29.70

    -6-5.7-13.95-31.050

    -5-6.3-14.88-32.430

    -4-6.93-15.84-33.840

    -3-7.59-16.83-35.280

    -2-8.28-17.85-36.750

    -1-9-18.9-38.250

    Cap500inv/tconstr0.20-10-20-4000000000000

    inv2000idc0.105126251-10.2-20.2-40.2-0.2-0.2000000000

    re0.052-10.6-20.6-40.6-0.6-0.4-0.200000000

    Lf0.76Cret0.05838181353-11.2-21.2-41.2-1.2-0.6-0.4-0.20000000

    Tlife604-12-22-42-2-0.8-0.6-0.4-0.2000000

    Cconst55-13-23-43-3-1-0.8-0.6-0.4-0.200000

    CIDC210.25256-14.0467444365-24.0467444365-44.0467444365-4.0467444365-1.0467444365-1-0.8-0.6-0.4-0.20000

    Ctot2210.25257-15.0351070596-25.0351070596-45.0351070596-5.0351070596-0.9883626231-1.0467444365-1-0.8-0.6-0.4-0.2000

    koef0.05282818458-15.9650878692-25.9650878692-45.9650878692-5.9650878692-0.9299808096-0.9883626231-1.0467444365-1-0.8-0.6-0.4-0.200

    Cu116.76362692189-16.8366868654-26.8366868654-46.8366868654-6.8366868654-0.8715989962-0.9299808096-0.9883626231-1.0467444365-1-0.8-0.6-0.4-0.20

    Cret0.058381813510-17.6499040481-27.6499040481-47.6499040481-7.6499040481-0.8132171827-0.8715989962-0.9299808096-0.9883626231-1.0467444365-1-0.8-0.6-0.4-0.2

    Tret18.929289525111-18.2047394173-28.2047394173-48.2047394173-8.2047394173-0.7548353692-0.8132171827-0.8715989962-0.9299808096-0.9883626231-1.0467444365-1-0.8-0.6-0.4-0.2

    INV112-18.5011929731-28.5011929731-48.5011929731-8.5011929731-0.6964535558-0.7548353692-0.8132171827-0.8715989962-0.9299808096-0.9883626231-1.0467444365-1-0.8-0.6-0.4-0.2

    0.1051262513-18.5392647154-28.5392647154-48.5392647154-8.5392647154-0.6380717423-0.6964535558-0.7548353692-0.8132171827-0.8715989962-0.9299808096-0.9883626231-1.0467444365-1-0.8-0.6-0.4-0.2

    R&D10204014-18.3189546443-28.3189546443-48.3189546443-8.3189546443-0.5796899289-0.6380717423-0.6964535558-0.7548353692-0.8132171827-0.8715989962-0.9299808096-0.9883626231-1.0467444365-1-0.8-0.6-0.4-0.2

    15-17.8402627597-27.8402627597-47.8402627597-7.8402627597-0.5213081154-0.5796899289-0.6380717423-0.6964535558-0.7548353692-0.8132171827-0.8715989962-0.9299808096-0.9883626231-1.0467444365-1-0.8-0.6-0.4-0.2

    16-17.256444625-27.256444625-47.256444625-7.256444625-0.4629263019-0.5213081154-0.5796899289-0.6380717423-0.6964535558-0.7548353692-0.8132171827-0.8715989962-0.9299808096-0.9883626231-1.0467444365-1-0.8-0.6-0.4-0.2

    17-16.6726264904-26.6726264904-46.6726264904-6.6726264904-0.4045444885-0.4629263019-0.5213081154-0.5796899289-0.6380717423-0.6964535558-0.7548353692-0.8132171827-0.8715989962-0.9299808096-0.9883626231-1.0467444365-1-0.8-0.6-0.4-0.2

    18-16.0888083558-26.0888083558-46.0888083558-6.0888083558-0.346162675-0.4045444885-0.4629263019-0.5213081154-0.5796899289-0.6380717423-0.6964535558-0.7548353692-0.8132171827-0.8715989962-0.9299808096-0.9883626231-1.0467444365-1-0.8-0.6-0.4-0.2

    19-15.5049902212-25.5049902212-45.5049902212-5.5049902212-0.2877808615-0.346162675-0.4045444885-0.4629263019-0.5213081154-0.5796899289-0.6380717423-0.6964535558-0.7548353692-0.8132171827-0.8715989962-0.9299808096-0.9883626231-1.0467444365-1-0.8-0.6-0.4-0.2

    CI_IDC200020-14.9211720866-24.9211720866-44.9211720866-4.9211720866-0.2293990481-0.2877808615-0.346162675-0.4045444885-0.4629263019-0.5213081154-0.5796899289-0.6380717423-0.6964535558-0.7548353692-0.8132171827-0.8715989962-0.9299808096-0.9883626231-1.0467444365-1-0.8-0.6-0.4-0.2

    721-14.337353952-24.337353952-44.337353952-4.337353952-0.1710172346-0.2293990481-0.2877808615-0.346162675-0.4045444885-0.4629263019-0.5213081154-0.5796899289-0.6380717423-0.6964535558-0.7548353692-0.8132171827-0.8715989962-0.9299808096-0.9883626231-1.0467444365-1-0.8-0.6-0.4-0.2

    622-13.7535358174-23.7535358174-43.7535358174-3.7535358174-0.1126354212-0.1710172346-0.2293990481-0.2877808615-0.346162675-0.4045444885-0.4629263019-0.5213081154-0.5796899289-0.6380717423-0.6964535558-0.7548353692-0.8132171827-0.8715989962-0.9299808096-0.9883626231-1.0467444365-1-0.8-0.6-0.4-0.2

    523-13.1697176828-23.1697176828-43.1697176828-3.1697176828-0.0542536077-0.1126354212-0.1710172346-0.2293990481-0.2877808615-0.346162675-0.4045444885-0.4629263019-0.5213081154-0.5796899289-0.6380717423-0.6964535558-0.7548353692-0.8132171827-0.8715989962-0.9299808096-0.9883626231-1.0467444365-1-0.8-0.6-0.4-0.2

    0.240.2431012524-12.5858995482-22.5858995482-42.5858995482-2.58589954820.0041282058-0.0542536077-0.1126354212-0.1710172346-0.2293990481-0.2877808615-0.346162675-0.4045444885-0.4629263019-0.5213081154-0.5796899289-0.6380717423-0.6964535558-0.7548353692-0.8132171827-0.8715989962-0.9299808096-0.9883626231-1.0467444365-1-0.8-0.6-0.4-0.2

    0.230.23152525-12.0020814136-22.0020814136-42.0020814136-2.00208141360.06251001920.0041282058-0.0542536077-0.1126354212-0.1710172346-0.2293990481-0.2877808615-0.346162675-0.4045444885-0.4629263019-0.5213081154-0.5796899289-0.6380717423-0.6964535558-0.7548353692-0.8132171827-0.8715989962-0.9299808096-0.9883626231-1.0467444365-1-0.8-0.6-0.4-0.2

    0.220.220526-11.418263279-21.418263279-41.418263279-1.4182632790.12089183270.06251001920.0041282058-0.0542536077-0.1126354212-0.1710172346-0.2293990481-0.2877808615-0.346162675-0.4045444885-0.4629263019-0.5213081154-0.5796899289-0.6380717423-0.6964535558-0.7548353692-0.8132171827-0.8715989962-0.9299808096-0.9883626231-1.0467444365-1-0.8-0.6-0.4-0.2

    0.210.2127-10.8344451443-20.8344451443-40.8344451443-0.83444514430.17927364610.12089183270.06251001920.0041282058-0.0542536077-0.1126354212-0.1710172346-0.2293990481-0.2877808615-0.346162675-0.4045444885-0.4629263019-0.5213081154-0.5796899289-0.6380717423-0.6964535558-0.7548353692-0.8132171827-0.8715989962-0.9299808096-0.9883626231-1.0467444365-1-0.8-0.6-0.4-0.2

    0.200.228-10.2506270097-20.2506270097-40.2506270097-0.25062700970.23765545960.17927364610.12089183270.06251001920.0041282058-0.0542536077-0.1126354212-0.1710172346-0.2293990481-0.2877808615-0.346162675-0.4045444885-0.4629263019-0.5213081154-0.5796899289-0.6380717423-0.6964535558-0.7548353692-0.8132171827-0.8715989962-0.9299808096-0.9883626231-1.0467444365-1-0.8-0.6-0.4-0.2

    210.252529-9.6668088751-19.6668088751-39.66680887510.33319112490.29603727310.23765545960.17927364610.12089183270.06251001920.0041282058-0.0542536077-0.1126354212-0.1710172346-0.2293990481-0.2877808615-0.346162675-0.4045444885-0.4629263019-0.5213081154-0.5796899289-0.6380717423-0.6964535558-0.7548353692-0.8132171827-0.8715989962-0.9299808096-0.9883626231-1.0467444365-1-0.8-0.6-0.4-0.2

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    R&D10

    R&D20

    R&D40

    R&D00

    yr

    billion US$

    Return of RD&D, demonstration and construction investments for innovative reactor technology (FR)New capacity 0.5 GWe/yr, Total installed capasities 5 GWe

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    500_5_T_1000

    incrementR&D10R&D20R&D40R&D001234567891011121314151617181920212223242526272829

    30-55

    -54

    -5330313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100

    -520000

    -510000

    -5000-0.030

    -4900-0.090

    -4800-0.180

    -4700-0.30

    -4600-0.450

    -4500-0.630

    -4400-0.840

    -4300-1.080

    -4200-1.350

    -4100-1.650

    -4000-1.980

    -3900-2.340

    -3800-2.730

    -3700-3.150

    -3600-3.60

    -350-0.03-4.080

    -340-0.09-4.590

    -330-0.18-5.130

    -320-0.3-5.70

    -310-0.45-6.30

    -300-0.63-6.930

    -290-0.84-7.590

    -280-1.08-8.280

    -270-1.35-90

    -260-1.65-9.750

    -250-1.98-10.530

    -24-0.03-2.34-11.340

    -23-0.09-2.73-12.180

    -22-0.18-3.15-13.050

    -21-0.3-3.6-13.950

    -20-0.45-4.08-14.880

    -19-0.63-4.59-15.840

    -18-0.84-5.13-16.830

    -17-1.08-5.7-17.850

    -16-1.35-6.3-18.90

    -15-1.65-6.93-19.980

    -14-1.98-7.59-21.090

    -13-2.34-8.28-22.230

    -12-2.73-9-23.40

    -11-3.15-9.75-24.60

    -10-3.6-10.53-25.830

    -9-4.08-11.34-27.090

    -8-4.59-12.18-28.380

    -7-5.13-13.05-29.70

    -6-5.7-13.95-31.050

    -5-6.3-14.88-32.430

    -4-6.93-15.84-33.840

    -3-7.59-16.83-35.280

    -2-8.28-17.85-36.750

    -1-9-18.9-38.250

    Cap500inv/tconstr0.20-10-20-4000000000000

    inv2000idc0.105126251-10.2-20.2-40.2-0.2-0.2000000000

    re0.052-10.6-20.6-40.6-0.6-0.4-0.200000000

    Lf0.76Cret0.05838181353-11.2-21.2-41.2-1.2-0.6-0.4-0.20000000

    Tlife604-12-22-42-2-0.8-0.6-0.4-0.2000000

    Cconst55-13-23-43-3-1-0.8-0.6-0.4-0.200000

    CIDC210.25256-14.0467444365-24.0467444365-44.0467444365-4.0467444365-1.0467444365-1-0.8-0.6-0.4-0.20000

    Ctot2210.25257-15.0351070596-25.0351070596-45.0351070596-5.0351070596-0.9883626231-1.0467444365-1-0.8-0.6-0.4-0.2000

    koef0.05282818458-15.9650878692-25.9650878692-45.9650878692-5.9650878692-0.9299808096-0.9883626231-1.0467444365-1-0.8-0.6-0.4-0.200

    Cu116.76362692189-16.8366868654-26.8366868654-46.8366868654-6.8366868654-0.8715989962-0.9299808096-0.9883626231-1.0467444365-1-0.8-0.6-0.4-0.20

    Cret0.058381813510-17.6499040481-27.6499040481-47.6499040481-7.6499040481-0.8132171827-0.8715989962-0.9299808096-0.9883626231-1.0467444365-1-0.8-0.6-0.4-0.2

    Tret18.929289525111-18.2047394173-28.2047394173-48.2047394173-8.2047394173-0.7548353692-0.8132171827-0.8715989962-0.9299808096-0.


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