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Add economies of scale and discrete capacities to myopic capacities test
Signed-off-by: Davey Elder <iandavidelder@gmail.com>
1 parent 3123bf9 commit 7afdefd

3 files changed

Lines changed: 123 additions & 5 deletions

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‎tests/test_full_runs.py‎

Lines changed: 27 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -171,18 +171,41 @@ def test_myopic_stress_tests(
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) -> None:
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"""
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The idea of these is that they should be tightly constrained so that if anything
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is wrong the model will fail to find a feasible solution. Use lots of equality constraints
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is wrong the model will fail to find a feasible solution. Use lots of equality constraints.
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Two new paths test limit_discrete_capacity and limit_discrete_new_capacity with EoS costs
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and survival curves.
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"""
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_, _, _, sequencer = system_test_run
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import contextlib
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with contextlib.closing(sqlite3.connect(sequencer.config.output_database)) as con:
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cur = con.cursor()
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dc_fixed = cur.execute(
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"SELECT SUM(fixed) FROM output_cost WHERE tech='tech_discrete_cap'"
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).fetchone()[0]
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dc_variable = cur.execute(
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"SELECT SUM(var) FROM output_cost WHERE tech='tech_discrete_cap'"
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).fetchone()[0]
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dnc_invest = cur.execute(
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"SELECT SUM(invest) FROM output_cost WHERE tech='tech_discrete_new_cap'"
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).fetchone()[0]
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assert dc_fixed == pytest.approx(37, rel=1e-5), (
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'tech_discrete_cap discounted fixed cost did not match expected'
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)
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assert dc_variable == pytest.approx(24, rel=1e-5), (
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'tech_discrete_cap discounted variable cost did not match expected'
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)
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assert dnc_invest == pytest.approx(2.5, rel=1e-5), (
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'tech_discrete_new_cap discounted invest cost did not match expected'
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)
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# This part is just a very rough check on the objective function. Constraints inside the
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# model are extremely tight so other changes will likely lead to infeasibility
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res = cur.execute('SELECT SUM(total_system_cost) FROM main.output_objective').fetchone()
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obj = res[0]
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# This part is just a very rough check on the objective function. Constraints inside the
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# model are extremely tight so any other changes will lead to infeasibility
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assert obj == pytest.approx(32, abs=1), (
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assert obj == pytest.approx(309, rel=0.01), (
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'objective function value did not match expected for myopic stress test'
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)
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‎tests/testing_configs/config_myopic_capacities.toml‎

Lines changed: 1 addition & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -1,6 +1,6 @@
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scenario = "test myopic capacities"
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scenario_mode = "myopic"
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extensions= ["growth_rates"]
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extensions= ["growth_rates", "discrete_capacity", "eos"]
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input_database = "tests/testing_outputs/myopic_capacities.sqlite"
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output_database = "tests/testing_outputs/myopic_capacities.sqlite"
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neos = false

‎tests/testing_data/myopic_capacities.sql‎

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Original file line numberDiff line numberDiff line change
@@ -240,3 +240,98 @@ REPLACE INTO technology VALUES('tech_current','p','energy',NULL,NULL,0,0,0,0,1,0
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REPLACE INTO technology VALUES('tech_future','p','energy',NULL,NULL,0,0,0,0,1,0,0,0,NULL);
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REPLACE INTO technology VALUES('tech_retire','p','energy',NULL,NULL,0,0,0,0,1,0,0,0,NULL);
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REPLACE INTO time_season VALUES(0,'s',1.0,NULL);
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REPLACE INTO commodity VALUES('demand_dc','d',NULL,NULL);
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REPLACE INTO commodity VALUES('demand_dnc','d',NULL,NULL);
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REPLACE INTO technology VALUES('tech_discrete_cap','p','energy',NULL,NULL,0,0,0,0,1,0,0,0,NULL);
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REPLACE INTO technology VALUES('tech_dc_dummy','p','energy',NULL,NULL,1,0,0,0,0,0,0,0,NULL);
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REPLACE INTO technology VALUES('tech_discrete_new_cap','p','energy',NULL,NULL,0,0,0,0,1,0,0,0,NULL);
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REPLACE INTO technology VALUES('tech_dnc_dummy','p','energy',NULL,NULL,1,0,0,0,0,0,0,0,NULL);
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REPLACE INTO lifetime_tech VALUES('region','tech_discrete_cap',35.0,NULL,NULL);
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REPLACE INTO lifetime_tech VALUES('region','tech_dc_dummy',35.0,NULL,NULL);
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REPLACE INTO lifetime_tech VALUES('region','tech_discrete_new_cap',5.0,NULL,NULL);
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REPLACE INTO lifetime_tech VALUES('region','tech_dnc_dummy',35.0,NULL,NULL);
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REPLACE INTO loan_rate VALUES('region','tech_discrete_new_cap',2025,0.0,NULL);
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REPLACE INTO loan_rate VALUES('region','tech_discrete_new_cap',2030,0.0,NULL);
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REPLACE INTO loan_rate VALUES('region','tech_discrete_new_cap',2035,0.0,NULL);
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REPLACE INTO loan_rate VALUES('region','tech_discrete_new_cap',2040,0.0,NULL);
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REPLACE INTO loan_rate VALUES('region','tech_discrete_new_cap',2045,0.0,NULL);
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REPLACE INTO loan_rate VALUES('region','tech_discrete_new_cap',2050,0.0,NULL);
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REPLACE INTO efficiency VALUES('region','source','tech_discrete_cap',2025,'demand_dc',1.0,NULL,NULL);
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REPLACE INTO efficiency VALUES('region','source','tech_dc_dummy',2025,'demand_dc',1.0,NULL,NULL);
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REPLACE INTO efficiency VALUES('region','source','tech_discrete_new_cap',2025,'demand_dnc',1.0,NULL,NULL);
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REPLACE INTO efficiency VALUES('region','source','tech_discrete_new_cap',2030,'demand_dnc',1.0,NULL,NULL);
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REPLACE INTO efficiency VALUES('region','source','tech_discrete_new_cap',2035,'demand_dnc',1.0,NULL,NULL);
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REPLACE INTO efficiency VALUES('region','source','tech_discrete_new_cap',2040,'demand_dnc',1.0,NULL,NULL);
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REPLACE INTO efficiency VALUES('region','source','tech_discrete_new_cap',2045,'demand_dnc',1.0,NULL,NULL);
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REPLACE INTO efficiency VALUES('region','source','tech_discrete_new_cap',2050,'demand_dnc',1.0,NULL,NULL);
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REPLACE INTO efficiency VALUES('region','source','tech_dnc_dummy',2025,'demand_dnc',1.0,NULL,NULL);
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REPLACE INTO demand VALUES('region',2025,'demand_dc',2.0,NULL,NULL);
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REPLACE INTO demand VALUES('region',2030,'demand_dc',2.0,NULL,NULL);
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REPLACE INTO demand VALUES('region',2035,'demand_dc',2.0,NULL,NULL);
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REPLACE INTO demand VALUES('region',2040,'demand_dc',2.0,NULL,NULL);
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REPLACE INTO demand VALUES('region',2045,'demand_dc',2.0,NULL,NULL);
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REPLACE INTO demand VALUES('region',2050,'demand_dc',2.0,NULL,NULL);
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REPLACE INTO demand VALUES('region',2025,'demand_dnc',1.0,NULL,NULL);
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REPLACE INTO demand VALUES('region',2030,'demand_dnc',1.0,NULL,NULL);
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REPLACE INTO demand VALUES('region',2035,'demand_dnc',1.0,NULL,NULL);
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REPLACE INTO demand VALUES('region',2040,'demand_dnc',1.0,NULL,NULL);
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REPLACE INTO demand VALUES('region',2045,'demand_dnc',1.0,NULL,NULL);
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REPLACE INTO demand VALUES('region',2050,'demand_dnc',1.0,NULL,NULL);
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REPLACE INTO cost_variable VALUES('region',2025,'tech_dc_dummy',2025,10.0,NULL,NULL);
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REPLACE INTO cost_variable VALUES('region',2030,'tech_dc_dummy',2025,10.0,NULL,NULL);
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REPLACE INTO cost_variable VALUES('region',2035,'tech_dc_dummy',2025,10.0,NULL,NULL);
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REPLACE INTO cost_variable VALUES('region',2040,'tech_dc_dummy',2025,10.0,NULL,NULL);
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REPLACE INTO cost_variable VALUES('region',2045,'tech_dc_dummy',2025,10.0,NULL,NULL);
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REPLACE INTO cost_variable VALUES('region',2050,'tech_dc_dummy',2025,10.0,NULL,NULL);
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REPLACE INTO cost_variable VALUES('region',2025,'tech_dnc_dummy',2025,10.0,NULL,NULL);
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REPLACE INTO cost_variable VALUES('region',2030,'tech_dnc_dummy',2025,10.0,NULL,NULL);
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REPLACE INTO cost_variable VALUES('region',2035,'tech_dnc_dummy',2025,10.0,NULL,NULL);
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REPLACE INTO cost_variable VALUES('region',2040,'tech_dnc_dummy',2025,10.0,NULL,NULL);
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REPLACE INTO cost_variable VALUES('region',2045,'tech_dnc_dummy',2025,10.0,NULL,NULL);
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REPLACE INTO cost_variable VALUES('region',2050,'tech_dnc_dummy',2025,10.0,NULL,NULL);
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REPLACE INTO lifetime_survival_curve VALUES('region',2025,'tech_discrete_cap',2025,1.0,NULL);
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REPLACE INTO lifetime_survival_curve VALUES('region',2030,'tech_discrete_cap',2025,0.8,NULL);
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REPLACE INTO lifetime_survival_curve VALUES('region',2035,'tech_discrete_cap',2025,0.6,NULL);
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REPLACE INTO lifetime_survival_curve VALUES('region',2040,'tech_discrete_cap',2025,0.4,NULL);
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REPLACE INTO lifetime_survival_curve VALUES('region',2045,'tech_discrete_cap',2025,0.2,NULL);
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REPLACE INTO lifetime_survival_curve VALUES('region',2060,'tech_discrete_cap',2025,0.0,NULL);
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REPLACE INTO lifetime_survival_curve VALUES('region',2025,'tech_discrete_new_cap',2025,1.0,NULL);
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REPLACE INTO lifetime_survival_curve VALUES('region',2030,'tech_discrete_new_cap',2025,0.0,NULL);
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REPLACE INTO lifetime_survival_curve VALUES('region',2030,'tech_discrete_new_cap',2030,1.0,NULL);
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REPLACE INTO lifetime_survival_curve VALUES('region',2035,'tech_discrete_new_cap',2030,0.0,NULL);
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REPLACE INTO lifetime_survival_curve VALUES('region',2035,'tech_discrete_new_cap',2035,1.0,NULL);
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REPLACE INTO lifetime_survival_curve VALUES('region',2040,'tech_discrete_new_cap',2035,0.0,NULL);
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REPLACE INTO lifetime_survival_curve VALUES('region',2040,'tech_discrete_new_cap',2040,1.0,NULL);
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REPLACE INTO lifetime_survival_curve VALUES('region',2045,'tech_discrete_new_cap',2040,0.0,NULL);
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REPLACE INTO lifetime_survival_curve VALUES('region',2045,'tech_discrete_new_cap',2045,1.0,NULL);
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REPLACE INTO lifetime_survival_curve VALUES('region',2050,'tech_discrete_new_cap',2045,0.0,NULL);
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REPLACE INTO lifetime_survival_curve VALUES('region',2050,'tech_discrete_new_cap',2050,1.0,NULL);
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REPLACE INTO lifetime_survival_curve VALUES('region',2055,'tech_discrete_new_cap',2050,0.0,NULL);
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REPLACE INTO limit_discrete_capacity VALUES('region','tech_discrete_cap',0.2,NULL,NULL);
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REPLACE INTO limit_discrete_new_capacity VALUES('region','tech_discrete_new_cap',0.2,NULL,NULL);
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REPLACE INTO cost_invest_eos VALUES('region','tech_discrete_new_cap',1,0.0,0.5,0.0,1.0,NULL,NULL);
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REPLACE INTO cost_invest_eos VALUES('region','tech_discrete_new_cap',2,0.5,2.0,1.0,2.5,NULL,NULL);
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REPLACE INTO cost_fixed_eos VALUES('region',2025,'tech_discrete_cap',1,0.0,0.5,0.0,1.0,NULL,NULL);
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REPLACE INTO cost_fixed_eos VALUES('region',2025,'tech_discrete_cap',2,0.5,2.0,1.0,2.5,NULL,NULL);
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REPLACE INTO cost_fixed_eos VALUES('region',2030,'tech_discrete_cap',1,0.0,0.5,0.0,1.0,NULL,NULL);
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REPLACE INTO cost_fixed_eos VALUES('region',2030,'tech_discrete_cap',2,0.5,2.0,1.0,2.5,NULL,NULL);
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REPLACE INTO cost_fixed_eos VALUES('region',2035,'tech_discrete_cap',1,0.0,0.5,0.0,1.0,NULL,NULL);
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REPLACE INTO cost_fixed_eos VALUES('region',2035,'tech_discrete_cap',2,0.5,2.0,1.0,2.5,NULL,NULL);
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REPLACE INTO cost_fixed_eos VALUES('region',2040,'tech_discrete_cap',1,0.0,0.5,0.0,1.0,NULL,NULL);
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REPLACE INTO cost_fixed_eos VALUES('region',2040,'tech_discrete_cap',2,0.5,2.0,1.0,2.5,NULL,NULL);
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REPLACE INTO cost_fixed_eos VALUES('region',2045,'tech_discrete_cap',1,0.0,0.5,0.0,1.0,NULL,NULL);
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REPLACE INTO cost_fixed_eos VALUES('region',2045,'tech_discrete_cap',2,0.5,2.0,1.0,2.5,NULL,NULL);
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REPLACE INTO cost_fixed_eos VALUES('region',2050,'tech_discrete_cap',1,0.0,0.5,0.0,1.0,NULL,NULL);
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REPLACE INTO cost_fixed_eos VALUES('region',2050,'tech_discrete_cap',2,0.5,2.0,1.0,2.5,NULL,NULL);
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REPLACE INTO cost_variable_eos VALUES('region',2025,'tech_discrete_cap',1,0.0,0.5,0.0,0.75,NULL,NULL);
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REPLACE INTO cost_variable_eos VALUES('region',2025,'tech_discrete_cap',2,0.5,2.0,0.75,1.5,NULL,NULL);
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REPLACE INTO cost_variable_eos VALUES('region',2030,'tech_discrete_cap',1,0.0,0.5,0.0,0.75,NULL,NULL);
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REPLACE INTO cost_variable_eos VALUES('region',2030,'tech_discrete_cap',2,0.5,2.0,0.75,1.5,NULL,NULL);
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REPLACE INTO cost_variable_eos VALUES('region',2035,'tech_discrete_cap',1,0.0,0.5,0.0,0.75,NULL,NULL);
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REPLACE INTO cost_variable_eos VALUES('region',2035,'tech_discrete_cap',2,0.5,2.0,0.75,1.5,NULL,NULL);
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REPLACE INTO cost_variable_eos VALUES('region',2040,'tech_discrete_cap',1,0.0,0.5,0.0,0.75,NULL,NULL);
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REPLACE INTO cost_variable_eos VALUES('region',2040,'tech_discrete_cap',2,0.5,2.0,0.75,1.5,NULL,NULL);
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REPLACE INTO cost_variable_eos VALUES('region',2045,'tech_discrete_cap',1,0.0,0.5,0.0,0.75,NULL,NULL);
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REPLACE INTO cost_variable_eos VALUES('region',2045,'tech_discrete_cap',2,0.5,2.0,0.75,1.5,NULL,NULL);
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REPLACE INTO cost_variable_eos VALUES('region',2050,'tech_discrete_cap',1,0.0,0.5,0.0,0.75,NULL,NULL);
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REPLACE INTO cost_variable_eos VALUES('region',2050,'tech_discrete_cap',2,0.5,2.0,0.75,1.5,NULL,NULL);

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