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PatyHidalgostaadecker
PatyHidalgo
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[DOE wave] Wave energy scenarios using Ryans sites of industry interest
Natalia's wave energy scenarios using Ryans sites of industry interest, 100 wave energy sites collocated with 100 offshore wind sites. Capacity factors from NREL Marine Energy Atlas, highest geo res (~7,000 sites) 3h res interpolated to 1h. Offshore wind sites located in the same polygons as wave energy sites. Offshore wind cap fact from Pedro's access to Wind toolkit, highest geo res (order of 1000s as well). Go team!
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‎database/2022_07_14_wave_energy_offshore_wind_data_high_res.sql‎

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-- Ran:
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insert into switch.generation_plant_cost_scenario
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values(28,'SWITCH 2020 Baseline costs from id 25. DOE_wave',
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'same costs as id 25, and added costs for wave energy and offshore wind candidates from 2017 data (Deborah S., Brian, PHG), Natalia and Paul runs');
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-- Ran:
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create table public.generation_project_info_wave_offshore_wind_industry_sites(
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index bigint,
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GENERATION_PROJECT double precision,
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gen_capacity_limit_mw double precision,
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gen_connect_cost_per_mw double precision,
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gen_dbid double precision,
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gen_energy_source text,
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gen_forced_outage_rate double precision,
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gen_full_load_heat_rate text,
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gen_is_baseload boolean,
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gen_is_cogen boolean,
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gen_is_variable boolean,
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gen_load_zone text,
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gen_max_age double precision,
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gen_min_build_capacity double precision,
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gen_scheduled_outage_rate double precision,
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gen_tech text,
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gen_variable_om double precision,
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lat double precision,
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long double precision,
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primary key (GENERATION_PROJECT, gen_tech)
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);
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select * from public.generation_project_info_wave_offshore_wind_industry_sites;
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--Ran:
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create table public.gen_build_cost_wave_offshore_wind_industry_sites(
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index bigint,
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GENERATION_PROJECT double precision,
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build_year double precision,
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gen_fixed_om double precision,
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gen_overnight_cost double precision,
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primary key (GENERATION_PROJECT, build_year)
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);
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COPY public.generation_project_info_wave_offshore_wind_industry_sites
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FROM '/home/n7gonzalez/switch/wave_energy/generation_project_info.csv'
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DELIMITER ',' NULL AS 'NULL' CSV HEADER;
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COPY public.gen_build_cost_wave_offshore_wind_industry_sites
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FROM '/home/n7gonzalez/switch/wave_energy/nati_v1_gen_build_cost_wave_offshore_wind.csv'
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DELIMITER ',' NULL AS 'NULL' CSV HEADER;
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-- QA/QC
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select generation_project, count(*)
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from public.gen_build_cost_wave_offshore_wind_industry_sites
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group by generation_project
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order by generation_project;
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-- Wave energy sites (Ryan's sites of industry interest)
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-- version 3 and final:
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drop table public.wave_colocation_CF_v4;
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create table public.wave_colocation_CF_v4(
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GENERATION_PROJECT double precision,
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gen_max_capacity_factor double precision,
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site int,
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year text,
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month text,
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day text,
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hour text,
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primary key (GENERATION_PROJECT, year, month, day, hour)
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);
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COPY public.wave_colocation_CF_v4
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FROM '/home/n7gonzalez/switch/wave_energy/nati_wave_colocation_cf_v1.csv'
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DELIMITER ',' NULL AS 'NULL' CSV HEADER;
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-- QA/QC:
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select * from public.wave_colocation_CF_v4;
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select generation_project, count(*)
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from wave_colocation_CF_v4
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group by 1
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order by 1;
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-- Offshore wind
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drop table public.offshore_colocation_CF_v4;
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create table public.offshore_colocation_CF_v4(
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GENERATION_PROJECT double precision,
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gen_max_capacity_factor double precision,
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site int,
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year text,
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month text,
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day text,
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hour text,
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primary key (GENERATION_PROJECT, year, month, day, hour)
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);
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COPY public.offshore_colocation_CF_v4
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FROM '/home/n7gonzalez/switch/wave_energy/nati_offshore_wind_colocation_cf_v1.csv'
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DELIMITER ',' NULL AS 'NULL' CSV HEADER;
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-- QA/QC:
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select * from public.offshore_colocation_CF_v4;
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select generation_project, count(*)
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from offshore_colocation_CF_v4
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group by 1
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order by 1;
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-- -----------------------------------------------------------------------
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insert into switch.generation_plant_scenario
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values(26,
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'EIA-WECC Existing and Proposed 2018 + colocated offshore wind and wave, AMPL Basecase for Canada and Mex, AMPL proposed non-wind plants (only best of solar), Env Screen Wind Cat 3, No CAES',
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'same as id 22 adding (Calwave) Ryans industry sites for colocated wave and offshore wind (Natalia Paul Pedro PHG), but no Compressed Air Energy Storage gen_tech among candidate generators. No wave sites from Bryan and Deborah.'
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);
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insert into switch.generation_plant (generation_plant_id, name, gen_tech, load_zone_id, connect_cost_per_mw, variable_o_m,
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forced_outage_rate, scheduled_outage_rate, max_age, min_build_capacity, is_variable, is_baseload,
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is_cogen, energy_source, min_load_fraction, startup_fuel, startup_om)
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select
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t1.generation_project as generation_plant_id, concat(t1.generation_project, '_Proposed_industry_site') as name,
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gen_tech, load_zone_id, gen_connect_cost_per_mw as connect_cost_per_mw,
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gen_variable_om as variable_o_m, gen_forced_outage_rate as forced_outage_rate, gen_scheduled_outage_rate as scheduled_outage_rate,
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gen_max_age as max_age, gen_min_build_capacity as min_build_capacity, gen_is_variable as is_variable, gen_is_baseload as is_baseload, gen_is_cogen as is_cogen,
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gen_energy_source as energy_source, 0 as min_load_fraction, 0 as startup_fuel, 0 as startup_om
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from public.generation_project_info_wave_offshore_wind_industry_sites as t1
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join switch.load_zone as t2 on(t2.name=gen_load_zone);
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insert into switch.generation_plant_scenario_member
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select 26 as generation_plant_scenario_id, t1.generation_project as generation_plant_id
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from public.generation_project_info_wave_offshore_wind_industry_sites as t1
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union
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select 26 as generation_plant_scenario_id, generation_plant_id
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from switch.generation_plant_scenario_member
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where generation_plant_scenario_id=23;
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insert into switch.generation_plant_cost
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select 28 as generation_plant_cost_scenario_id, generation_plant_id, build_year, fixed_o_m, overnight_cost,
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storage_energy_capacity_cost_per_mwh
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from switch.generation_plant_cost
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where generation_plant_cost_scenario_id = 25 -- 25 is the previous baseline scenario used for CEC LDES 2020-2022
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union
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select 28 as generation_plant_cost_scenario_id, t.generation_project as generation_plant_id,
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build_year, gen_fixed_om as fixed_o_m, gen_overnight_cost as overnight_cost,
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NULL as storage_energy_capacity_cost_per_mwh
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from public.gen_build_cost_wave_offshore_wind_industry_sites as t;
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-- OLD code from April, 2022. Not updated to July 14, 2022:
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-- TO DO: QA/QC (as of april 25, 2022 it's still pending)
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-- -- reality check: --------------NOT UPDATED---------------------------------------------------------
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-- -----------------------------------------------------------------------------------------
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-- 238800 rows retrieved
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-- select * from switch.generation_plant_cost
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-- join switch.generation_plant using(generation_plant_id)
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-- where generation_plant_cost_scenario_id=25
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-- and energy_source not in ('Wave')
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-- and energy_source not in ('Wind');
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-- -- select *
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-- -- from switch.generation_plant_cost
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-- -- where generation_plant_cost_scenario_id = 27;
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-- -- -- 303495 rows retrieved
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-- select 27 as generation_plant_cost_scenario_id, generation_plant_id, build_year, fixed_o_m, overnight_cost,
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-- storage_energy_capacity_cost_per_mwh
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-- from switch.generation_plant_cost
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-- where generation_plant_cost_scenario_id = 25;
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-- 1078 rows retrieved = number of rows in Shiny's notebook (OK!)
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-- select 27 as generation_plant_cost_scenario_id, t.generation_project as generation_plant_id,
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-- build_year, gen_fixed_om as fixed_o_m, gen_overnight_cost as overnight_cost,
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-- NULL as storage_energy_capacity_cost_per_mwh
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-- from public.gen_build_cost_wave_offshore_wind_industry_sites as t;
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-- -- id 25: 303495 rows (2050-2010+1)
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-- -- end of reality check -----------------------------------------------------------------------------
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-- ---------------------------------------------------------------------------------------------------
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-- Summary: tables updated:
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-- generation_plant_cost_scenario,
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-- generation_plant_scenario,
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-- generation_plant,
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-- generation_plant_scenario_member,
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-- generation_plant_cost,
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----------------------checked---------------------------------------------------------------
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-- -- 10354 (current scenario)
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-- select * from switch.generation_plant_scenario_member where generation_plant_scenario_id = 25;
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-- 10354 + 23 - 28 = 10349 (previous scenario with 23 old wave sites,
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-- minus 28 new sites from generation_plant_scenario_id = 25)
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select * from switch.generation_plant_scenario_member
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where generation_plant_scenario_id = 24;
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------------------------------------------------------------------------------------------
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-- __________________________________________________________________________________________________
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-- __________________________________________________________________________________________________
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-- new table with WAVE capacity factors duplicated from 2010 for 2010-2060
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DROP TABLE public.test_variable_capacity_factors_wave_industry_sites;
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create table public.test_variable_capacity_factors_wave_industry_sites(
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generation_plant_id double precision,
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capacity_factor double precision,
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time_stamp_utc text);
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do
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$$
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begin
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for year_index in 2010..2060 loop
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raise notice 'year: %', year_index;
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insert into public.test_variable_capacity_factors_wave_industry_sites
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select t.generation_project as generation_plant_id,
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gen_max_capacity_factor as capacity_factor,
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concat(year_index, '-', month, '-', day, ' ', hour, ':00:00') as new_stamp
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from public.wave_colocation_CF_v4 t;
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end loop;
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end;
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$$
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-- QA/QC: 100 sites * 8760 hours * (2060 - 2010 + 1) = 44,676,000 rows retrieved. OK!
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select * from public.test_variable_capacity_factors_wave_industry_sites;
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select * from switch.variable_capacity_factors_exist_and_candidate_gen
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where generation_plant_id = 1191183122
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order by timestamp_utc asc;
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-- make sure the number of rows adds to the number you expect for wave energy and offshore wind sites
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-- The years with data should still be (2051-2011+1) because there is a join between the new tables you created and the SWITCH tables (which go from 2010 to 2051)
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-- PHG checked: 35,916,000 rows = (2051-2011+1) * 8760 * 100
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insert into switch.variable_capacity_factors_exist_and_candidate_gen
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select t.generation_plant_id as generation_plant_id, raw_timepoint_id, t2.timestamp_utc,
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t.capacity_factor as capacity_factor, 1 as is_new_cap_factor
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from public.test_variable_capacity_factors_wave_industry_sites as t
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join switch.variable_capacity_factors_exist_and_candidate_gen as t2 on (t.time_stamp_utc=to_char(t2.timestamp_utc, 'YYYY-MM-DD HH24:MI:SS'))
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where t2.generation_plant_id=1191183122 -- random plant_id chosen to match raw_timepoint_id
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order by 1,2 desc;
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-- -- TODO: new table with OFFSHORE WIND capacity factors duplicated from 2010 for 2010-2060
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DROP TABLE public.test_variable_capacity_factors_wave_industry_sites;
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create table public.test_variable_capacity_factors_offshore_wind_industry_sites(
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generation_plant_id double precision,
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capacity_factor double precision,
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time_stamp_utc text);
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do
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$$
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begin
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for year_index in 2010..2060 loop
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raise notice 'year: %', year_index;
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insert into public.test_variable_capacity_factors_offshore_wind_industry_sites
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select t.generation_project as generation_plant_id,
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gen_max_capacity_factor as capacity_factor,
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concat(year_index, '-', month, '-', day, ' ', hour, ':00:00') as new_stamp
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from public.offshore_colocation_CF_v4 t;
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end loop;
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end;
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$$
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-- QA/QC: 100 sites * 8760 hours * (2060 - 2010 + 1) = 44,676,000 rows retrieved. OK!
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select * from public.test_variable_capacity_factors_offshore_wind_industry_sites;
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-- -- select * from switch.variable_capacity_factors_exist_and_candidate_gen
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-- -- where generation_plant_id = 1191183122
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-- -- order by timestamp_utc asc;
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-- 35,916,000 rows retrieved = (2051 - 2011 + 1) * 100 * 8760. OK!
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insert into switch.variable_capacity_factors_exist_and_candidate_gen
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select t.generation_plant_id as generation_plant_id, raw_timepoint_id, t2.timestamp_utc,
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t.capacity_factor as capacity_factor, 1 as is_new_cap_factor
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from public.test_variable_capacity_factors_offshore_wind_industry_sites as t
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join switch.variable_capacity_factors_exist_and_candidate_gen as t2 on (t.time_stamp_utc=to_char(t2.timestamp_utc, 'YYYY-MM-DD HH24:MI:SS'))
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where t2.generation_plant_id=1191183122 -- random plant_id chosen to match raw_timepoint_id
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order by 1,2 desc;
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-- Not RAN, and won't:
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-- insert into switch.scenario
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-- values (179,
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-- '[DOE wave energy] same178+wave offshore wind Ryan',
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-- 'New: wave energy and offshore wind sites of industry Ryan. Same: WECC zero emissions, no RPS, NREL ATB 2020, updated gen listings (env cat 3), 2017 fuel costs from EIA, 2018 dollars, supply curve for Bio_Solid',
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-- 25, -- study_timeframe_id
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-- 25, -- time_sample_id
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-- 115, -- demand_scenario_id
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-- 4, -- fuel_simple_price_scenario, without Bio_Solid costs, because they are provided by supply curve
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-- 26, -- generation_plant_scenario_id
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-- 28, -- generation_plant_cost_scenario_id
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-- 21, -- generation_plant_existing_and_planned_scenario_id
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-- 23, -- hydro_simple_scenario_id
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-- 92, -- carbon_cap_scenario_id
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-- 2, -- supply_curve_scenario_id
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-- 1, -- regional_fuel_market_scenario_id
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-- NULL, -- rps_scenario_id
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-- NULL, --enable_dr
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-- NULL, --enable_ev
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-- 2, --transmission_base_capital_cost_scenario_id
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-- NULL, --ca_policies_scenario_id
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-- 0, --enable_planning_reserves
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-- 2, --generation_plant_technologies_scenario_id
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-- 3, --variable_o_m_cost_scenario_id
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-- NULL --wind_to_solar_ratio
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-- );

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