From 93c9462b5a95e7fd8a110c6d72361c8bcbf0d4fa Mon Sep 17 00:00:00 2001 From: nilsdi Date: Mon, 14 Oct 2024 15:28:16 +0200 Subject: [PATCH 01/24] added gms aux files to git ignore --- .gitignore | 4 ++++ 1 file changed, 4 insertions(+) create mode 100644 .gitignore diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..496ea11 --- /dev/null +++ b/.gitignore @@ -0,0 +1,4 @@ +*.log +*.lst +*.lxi +*.gsp From abcc67643f02a29c03b5553163201507aef409cb Mon Sep 17 00:00:00 2001 From: nilsdi Date: Mon, 14 Oct 2024 15:28:32 +0200 Subject: [PATCH 02/24] initial commit --- model/simple_model.gms | 48 ++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 48 insertions(+) create mode 100644 model/simple_model.gms diff --git a/model/simple_model.gms b/model/simple_model.gms new file mode 100644 index 0000000..ae2b211 --- /dev/null +++ b/model/simple_model.gms @@ -0,0 +1,48 @@ +Sets + technology / coal_ppl, gas_ppl, wind_ppl / + year / 2020, 2030/ + ; +Variables + X(technology, year) technology activity + EMISS_ANNUAL (year) + TOTAL_EMISS + COST_ANNUAL (year) + TOTAL_COST total energy system cost + ; +Parameter + demand (year) total energy demand per hour / 2020 100, 2030 120 / + ; +TABLE + cost(technology, year) + 2020 2030 + coal_ppl 20 20 + gas_ppl 22 22 + wind_ppl 30 30 +; +TABLE + emission_intensity(technology, year) + 2020 2030 + coal_ppl 1.5 1.5 + gas_ppl 1 1 + wind_ppl 0 0 +; +Equations + EQ_COST + EQ_COST_ANNUAL(year) + EQ_ENERGY_BALANCE(year) + EQ_EMISS_ANNUAL(year) + EQ_TOTAL_EMISSION + ; + +EQ_COST_ANNUAL(year).. Sum(technology, X(technology, year)*cost(technology, year)) =E= COST_ANNUAL(year); +EQ_COST.. Sum(year, COST_ANNUAL(year)) =E= TOTAL_COST; +EQ_ENERGY_BALANCE(year).. SUM(technology, X(technology, year)) =G= demand(year); +EQ_EMISS_ANNUAL(year).. Sum(technology, X(technology, year)*emission_intensity(technology, year)) =E= EMISS_ANNUAL(year); +EQ_TOTAL_EMISSION.. Sum(year, EMISS_ANNUAL(year)) =E= TOTAL_EMISS; + +Model simple_model / all / ; +X.LO(technology, year) = 0; +TOTAL_EMISS.UP = 10026; +TOTAL_COST.UP = 5050; + +Solve simple_model minimize TOTAL_COST using LP; \ No newline at end of file From 9e128a66d7134392c2a563e72f917803f433c872 Mon Sep 17 00:00:00 2001 From: nilsdi Date: Mon, 14 Oct 2024 15:33:33 +0200 Subject: [PATCH 03/24] added own version --- model/simple_model_time.gms | 48 +++++++++++++++++++++++++++++++++++++ 1 file changed, 48 insertions(+) create mode 100644 model/simple_model_time.gms diff --git a/model/simple_model_time.gms b/model/simple_model_time.gms new file mode 100644 index 0000000..ae2b211 --- /dev/null +++ b/model/simple_model_time.gms @@ -0,0 +1,48 @@ +Sets + technology / coal_ppl, gas_ppl, wind_ppl / + year / 2020, 2030/ + ; +Variables + X(technology, year) technology activity + EMISS_ANNUAL (year) + TOTAL_EMISS + COST_ANNUAL (year) + TOTAL_COST total energy system cost + ; +Parameter + demand (year) total energy demand per hour / 2020 100, 2030 120 / + ; +TABLE + cost(technology, year) + 2020 2030 + coal_ppl 20 20 + gas_ppl 22 22 + wind_ppl 30 30 +; +TABLE + emission_intensity(technology, year) + 2020 2030 + coal_ppl 1.5 1.5 + gas_ppl 1 1 + wind_ppl 0 0 +; +Equations + EQ_COST + EQ_COST_ANNUAL(year) + EQ_ENERGY_BALANCE(year) + EQ_EMISS_ANNUAL(year) + EQ_TOTAL_EMISSION + ; + +EQ_COST_ANNUAL(year).. Sum(technology, X(technology, year)*cost(technology, year)) =E= COST_ANNUAL(year); +EQ_COST.. Sum(year, COST_ANNUAL(year)) =E= TOTAL_COST; +EQ_ENERGY_BALANCE(year).. SUM(technology, X(technology, year)) =G= demand(year); +EQ_EMISS_ANNUAL(year).. Sum(technology, X(technology, year)*emission_intensity(technology, year)) =E= EMISS_ANNUAL(year); +EQ_TOTAL_EMISSION.. Sum(year, EMISS_ANNUAL(year)) =E= TOTAL_EMISS; + +Model simple_model / all / ; +X.LO(technology, year) = 0; +TOTAL_EMISS.UP = 10026; +TOTAL_COST.UP = 5050; + +Solve simple_model minimize TOTAL_COST using LP; \ No newline at end of file From b658ddf4551852f248b98d981213962f0610cb7e Mon Sep 17 00:00:00 2001 From: nilsdi Date: Mon, 14 Oct 2024 15:47:22 +0200 Subject: [PATCH 04/24] . --- .gitignore | 2 +- model/simple_model_time.gms | 6 +++--- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/.gitignore b/.gitignore index 496ea11..e8788bc 100644 --- a/.gitignore +++ b/.gitignore @@ -1,4 +1,4 @@ -*.log +*.log* *.lst *.lxi *.gsp diff --git a/model/simple_model_time.gms b/model/simple_model_time.gms index ae2b211..fd2453b 100644 --- a/model/simple_model_time.gms +++ b/model/simple_model_time.gms @@ -24,7 +24,7 @@ TABLE 2020 2030 coal_ppl 1.5 1.5 gas_ppl 1 1 - wind_ppl 0 0 + wind_ppl 0.5 0.5 ; Equations EQ_COST @@ -42,7 +42,7 @@ EQ_TOTAL_EMISSION.. Sum(year, EMISS_ANNUAL(year)) =E= TOTAL_EMISS; Model simple_model / all / ; X.LO(technology, year) = 0; -TOTAL_EMISS.UP = 10026; -TOTAL_COST.UP = 5050; +TOTAL_EMISS.UP = 200; +*TOTAL_COST.UP = 5050; Solve simple_model minimize TOTAL_COST using LP; \ No newline at end of file From 8b4f0f9cd8cb0c0d660faafe65bddad12c3c9282 Mon Sep 17 00:00:00 2001 From: nilsdi Date: Tue, 15 Oct 2024 15:03:48 +0200 Subject: [PATCH 05/24] capacities and related costs --- .gitignore | 1 + model/simple_model_time.gms | 68 +++++++++++++++++++++++++++---------- 2 files changed, 51 insertions(+), 18 deletions(-) diff --git a/.gitignore b/.gitignore index 09888b3..d72c6d8 100644 --- a/.gitignore +++ b/.gitignore @@ -9,3 +9,4 @@ *.lst *.lxi *.gsp +testi.ipynb \ No newline at end of file diff --git a/model/simple_model_time.gms b/model/simple_model_time.gms index fd2453b..3b008ae 100644 --- a/model/simple_model_time.gms +++ b/model/simple_model_time.gms @@ -1,30 +1,55 @@ Sets technology / coal_ppl, gas_ppl, wind_ppl / year / 2020, 2030/ +* vintage(year) ; +*vintage(year) = YES; +ALIAS(year, vintage); Variables - X(technology, year) technology activity - EMISS_ANNUAL (year) - TOTAL_EMISS - COST_ANNUAL (year) + ACT(technology, year) technology activity + CAP_NEW(technology, year) new technology capacity + EMISS_ANNUAL (year) emissions per year + TOTAL_EMISS total emissions across all time steps + COST_ANNUAL (year) operating cost TOTAL_COST total energy system cost ; Parameter - demand (year) total energy demand per hour / 2020 100, 2030 120 / + demand (year) total energy demand per hour in MWh / 2020 100, 2030 120 / ; TABLE - cost(technology, year) + inv(technology, year) '$/[kw]' + 2020 2030 + coal_ppl 1500 1500 + gas_ppl 800 800 + wind_ppl 1000 1000 +; +TABLE + fom(technology, year) + 2020 2030 + coal_ppl 60 60 + gas_ppl 32 32 + wind_ppl 40 40 +; +TABLE + vom(technology, year) '[$/MWh]' + 2020 2030 + coal_ppl 0.018 0.018 + gas_ppl 0.036 0.036 + wind_ppl 0 0 +; +TABLE + emission_intensity(technology, year) '[g/kWh]' 2020 2030 - coal_ppl 20 20 - gas_ppl 22 22 - wind_ppl 30 30 + coal_ppl 846 846 + gas_ppl 366 366 + wind_ppl 0 0 ; TABLE - emission_intensity(technology, year) + hours(technology, year) 2020 2030 - coal_ppl 1.5 1.5 - gas_ppl 1 1 - wind_ppl 0.5 0.5 + coal_ppl 7000 7000 + gas_ppl 7000 7000 + wind_ppl 2000 2000 ; Equations EQ_COST @@ -32,17 +57,24 @@ Equations EQ_ENERGY_BALANCE(year) EQ_EMISS_ANNUAL(year) EQ_TOTAL_EMISSION + EQ_CAPACITY_BALANCE ; -EQ_COST_ANNUAL(year).. Sum(technology, X(technology, year)*cost(technology, year)) =E= COST_ANNUAL(year); +EQ_COST_ANNUAL(year).. Sum(technology, ACT(technology, year)*vom(technology, year) + + CAP_NEW(technology, year) * inv(technology,year) + + Sum(vintage $ (ORD(vintage)le ORD(year)), CAP_NEW(technology, vintage)*fom(technology, vintage) ) + - ) + =E= COST_ANNUAL(year); EQ_COST.. Sum(year, COST_ANNUAL(year)) =E= TOTAL_COST; -EQ_ENERGY_BALANCE(year).. SUM(technology, X(technology, year)) =G= demand(year); -EQ_EMISS_ANNUAL(year).. Sum(technology, X(technology, year)*emission_intensity(technology, year)) =E= EMISS_ANNUAL(year); +EQ_ENERGY_BALANCE(year).. SUM(technology, ACT(technology, year)) =G= demand(year); +EQ_EMISS_ANNUAL(year).. Sum(technology, ACT(technology, year)*emission_intensity(technology, year)) =E= EMISS_ANNUAL(year); EQ_TOTAL_EMISSION.. Sum(year, EMISS_ANNUAL(year)) =E= TOTAL_EMISS; +EQ_CAPACITY_BALANCE(technology, year).. ACT(technology, year) =L= Sum(vintage $ (ORD(vintage)le ORD(year)), CAP_NEW(technology, vintage)* hours(technology, year)); Model simple_model / all / ; -X.LO(technology, year) = 0; -TOTAL_EMISS.UP = 200; +ACT.LO(technology, year) = 0; +CAP_NEW.LO(technology, vintage) = 0; +*TOTAL_EMISS.UP = 200; *TOTAL_COST.UP = 5050; Solve simple_model minimize TOTAL_COST using LP; \ No newline at end of file From b25e5d7ea5141e082664c0b41c183e165baa51c0 Mon Sep 17 00:00:00 2001 From: nilsdi Date: Tue, 15 Oct 2024 15:41:11 +0200 Subject: [PATCH 06/24] discounting and annuities, technical lifetime --- model/simple_model_time.gms | 24 +++++++++++++++++++----- 1 file changed, 19 insertions(+), 5 deletions(-) diff --git a/model/simple_model_time.gms b/model/simple_model_time.gms index 3b008ae..6a47c8b 100644 --- a/model/simple_model_time.gms +++ b/model/simple_model_time.gms @@ -15,6 +15,9 @@ Variables ; Parameter demand (year) total energy demand per hour in MWh / 2020 100, 2030 120 / + cost_capacity(technology, year) + discount_rate / 0.05/ + plength /10/ ; TABLE inv(technology, year) '$/[kw]' @@ -51,6 +54,13 @@ TABLE gas_ppl 7000 7000 wind_ppl 2000 2000 ; +TABLE + lifetime(technology, year) + 2020 2030 + coal_ppl 30 30 + gas_ppl 30 30 + wind_ppl 30 30 +; Equations EQ_COST EQ_COST_ANNUAL(year) @@ -60,16 +70,20 @@ Equations EQ_CAPACITY_BALANCE ; +cost_capacity(technology, year) = inv(technology, year)*((1+discount_rate)**lifetime(technology,year)*discount_rate) + /((1+discount_rate)**lifetime(technology,year) -1) + + fom(technology, year); + EQ_COST_ANNUAL(year).. Sum(technology, ACT(technology, year)*vom(technology, year) - + CAP_NEW(technology, year) * inv(technology,year) - + Sum(vintage $ (ORD(vintage)le ORD(year)), CAP_NEW(technology, vintage)*fom(technology, vintage) ) - - ) + + Sum(vintage $ (ORD(vintage)le ORD(year) AND(ORD(year)-ORD(vintage)+1)*plength le lifetime(technology, vintage)), + CAP_NEW(technology, vintage)*cost_capacity(technology, vintage) )) =E= COST_ANNUAL(year); -EQ_COST.. Sum(year, COST_ANNUAL(year)) =E= TOTAL_COST; +EQ_COST.. Sum(year, COST_ANNUAL(year)*plength*(1-discount_rate)**(plength*(ORD(year)-1))) =E= TOTAL_COST; EQ_ENERGY_BALANCE(year).. SUM(technology, ACT(technology, year)) =G= demand(year); EQ_EMISS_ANNUAL(year).. Sum(technology, ACT(technology, year)*emission_intensity(technology, year)) =E= EMISS_ANNUAL(year); EQ_TOTAL_EMISSION.. Sum(year, EMISS_ANNUAL(year)) =E= TOTAL_EMISS; -EQ_CAPACITY_BALANCE(technology, year).. ACT(technology, year) =L= Sum(vintage $ (ORD(vintage)le ORD(year)), CAP_NEW(technology, vintage)* hours(technology, year)); +EQ_CAPACITY_BALANCE(technology, year).. ACT(technology, year) =L= Sum(vintage $ (ORD(vintage)le ORD(year) AND(ORD(year)-ORD(vintage)+1)*plength le lifetime(technology, vintage)), + CAP_NEW(technology, vintage)* hours(technology, year)); Model simple_model / all / ; ACT.LO(technology, year) = 0; From 1769a336d0c17ab56f332e3aac12ab24bd6c3b65 Mon Sep 17 00:00:00 2001 From: nilsdi Date: Wed, 16 Oct 2024 09:59:58 +0200 Subject: [PATCH 07/24] added diffusion --- model/simple_model_time.gms | 16 +++++++++++++++- 1 file changed, 15 insertions(+), 1 deletion(-) diff --git a/model/simple_model_time.gms b/model/simple_model_time.gms index 6a47c8b..2d33404 100644 --- a/model/simple_model_time.gms +++ b/model/simple_model_time.gms @@ -61,6 +61,18 @@ TABLE gas_ppl 30 30 wind_ppl 30 30 ; +Parameter + diffusion(technology) 'growth rate of capacity additions' + /coal_ppl 0.05, + gas_ppl 0.05, + wind_ppl 0.05/ +; +Parameter + startup(technology) 'constant capacity addition' + /coal_ppl 0.001, + gas_ppl 0.001, + wind_ppl 0.001/ +; Equations EQ_COST EQ_COST_ANNUAL(year) @@ -68,6 +80,7 @@ Equations EQ_EMISS_ANNUAL(year) EQ_TOTAL_EMISSION EQ_CAPACITY_BALANCE + EQ_CAPACITY_DIFFUSION(year, technology) ; cost_capacity(technology, year) = inv(technology, year)*((1+discount_rate)**lifetime(technology,year)*discount_rate) @@ -84,11 +97,12 @@ EQ_EMISS_ANNUAL(year).. Sum(technology, ACT(technology, year)*emission_intensity EQ_TOTAL_EMISSION.. Sum(year, EMISS_ANNUAL(year)) =E= TOTAL_EMISS; EQ_CAPACITY_BALANCE(technology, year).. ACT(technology, year) =L= Sum(vintage $ (ORD(vintage)le ORD(year) AND(ORD(year)-ORD(vintage)+1)*plength le lifetime(technology, vintage)), CAP_NEW(technology, vintage)* hours(technology, year)); +EQ_CAPACITY_DIFFUSION(year, technology)$(ORD(year)>1).. CAP_NEW(technology, year) =L= CAP_NEW(technology, year-1) * ((1 + diffusion(technology))**plength) + startup(technology); Model simple_model / all / ; ACT.LO(technology, year) = 0; CAP_NEW.LO(technology, vintage) = 0; -*TOTAL_EMISS.UP = 200; +TOTAL_EMISS.UP = 1; *TOTAL_COST.UP = 5050; Solve simple_model minimize TOTAL_COST using LP; \ No newline at end of file From e2c53518c662c42d7cfbf04b535813142e570f75 Mon Sep 17 00:00:00 2001 From: nilsdi Date: Wed, 16 Oct 2024 10:23:05 +0200 Subject: [PATCH 08/24] total emission constraints --- model/simple_model_time.gms | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/model/simple_model_time.gms b/model/simple_model_time.gms index 2d33404..ec6ca01 100644 --- a/model/simple_model_time.gms +++ b/model/simple_model_time.gms @@ -94,7 +94,7 @@ EQ_COST_ANNUAL(year).. Sum(technology, ACT(technology, year)*vom(technology, y EQ_COST.. Sum(year, COST_ANNUAL(year)*plength*(1-discount_rate)**(plength*(ORD(year)-1))) =E= TOTAL_COST; EQ_ENERGY_BALANCE(year).. SUM(technology, ACT(technology, year)) =G= demand(year); EQ_EMISS_ANNUAL(year).. Sum(technology, ACT(technology, year)*emission_intensity(technology, year)) =E= EMISS_ANNUAL(year); -EQ_TOTAL_EMISSION.. Sum(year, EMISS_ANNUAL(year)) =E= TOTAL_EMISS; +EQ_TOTAL_EMISSION.. Sum(year, EMISS_ANNUAL(year)*plength) =E= TOTAL_EMISS; EQ_CAPACITY_BALANCE(technology, year).. ACT(technology, year) =L= Sum(vintage $ (ORD(vintage)le ORD(year) AND(ORD(year)-ORD(vintage)+1)*plength le lifetime(technology, vintage)), CAP_NEW(technology, vintage)* hours(technology, year)); EQ_CAPACITY_DIFFUSION(year, technology)$(ORD(year)>1).. CAP_NEW(technology, year) =L= CAP_NEW(technology, year-1) * ((1 + diffusion(technology))**plength) + startup(technology); @@ -102,7 +102,9 @@ EQ_CAPACITY_DIFFUSION(year, technology)$(ORD(year)>1).. CAP_NEW(technology, year Model simple_model / all / ; ACT.LO(technology, year) = 0; CAP_NEW.LO(technology, vintage) = 0; -TOTAL_EMISS.UP = 1; +CAP_NEW.FX('coal_ppl', '2020') = 0.009; +TOTAL_EMISS.UP = 1861200/2; +EMISS_ANNUAL.UP('2030') = 0; *TOTAL_COST.UP = 5050; Solve simple_model minimize TOTAL_COST using LP; \ No newline at end of file From d13120141c62081f72d7af3bd832403b2c384e3d Mon Sep 17 00:00:00 2001 From: nilsdi Date: Wed, 16 Oct 2024 11:03:15 +0200 Subject: [PATCH 09/24] added share constraints --- model/simple_model_time.gms | 18 +++++++++++++++--- 1 file changed, 15 insertions(+), 3 deletions(-) diff --git a/model/simple_model_time.gms b/model/simple_model_time.gms index ec6ca01..ebe9f53 100644 --- a/model/simple_model_time.gms +++ b/model/simple_model_time.gms @@ -1,6 +1,9 @@ Sets technology / coal_ppl, gas_ppl, wind_ppl / year / 2020, 2030/ + share 'technology share set' /coal_power/ + tech_share(share, technology) 'technology share substes' /coal_power.coal_ppl/ + tech_share_rhs(share, technology) 'reference frame for the share' /coal_power.coal_ppl, coal_power.gas_ppl, coal_power.wind_ppl/ * vintage(year) ; *vintage(year) = YES; @@ -18,6 +21,8 @@ Parameter cost_capacity(technology, year) discount_rate / 0.05/ plength /10/ + share_up(share) /coal_power 0.4/ + share_low(share) /coal_power 0.2/ ; TABLE inv(technology, year) '$/[kw]' @@ -81,6 +86,8 @@ Equations EQ_TOTAL_EMISSION EQ_CAPACITY_BALANCE EQ_CAPACITY_DIFFUSION(year, technology) + EQ_SHARE_UP(share,year) + EQ_SHARE_LOW(share, year) ; cost_capacity(technology, year) = inv(technology, year)*((1+discount_rate)**lifetime(technology,year)*discount_rate) @@ -98,13 +105,18 @@ EQ_TOTAL_EMISSION.. Sum(year, EMISS_ANNUAL(year)*plength) =E= TOTAL_EMISS; EQ_CAPACITY_BALANCE(technology, year).. ACT(technology, year) =L= Sum(vintage $ (ORD(vintage)le ORD(year) AND(ORD(year)-ORD(vintage)+1)*plength le lifetime(technology, vintage)), CAP_NEW(technology, vintage)* hours(technology, year)); EQ_CAPACITY_DIFFUSION(year, technology)$(ORD(year)>1).. CAP_NEW(technology, year) =L= CAP_NEW(technology, year-1) * ((1 + diffusion(technology))**plength) + startup(technology); +EQ_SHARE_UP(share, year).. + Sum(technology$tech_share(share, technology), ACT(technology,year)) =L= Sum(technology$tech_share_rhs(share, technology), ACT(technology, year))*share_up(share); +EQ_SHARE_LOW(share, year).. + Sum(technology$tech_share(share, technology), ACT(technology,year)) =G= Sum(technology$tech_share_rhs(share, technology), ACT(technology, year))*share_low(share); + Model simple_model / all / ; ACT.LO(technology, year) = 0; CAP_NEW.LO(technology, vintage) = 0; -CAP_NEW.FX('coal_ppl', '2020') = 0.009; -TOTAL_EMISS.UP = 1861200/2; -EMISS_ANNUAL.UP('2030') = 0; +*CAP_NEW.FX('coal_ppl', '2020') = 0.009; +*TOTAL_EMISS.UP = 1861200/2; +*EMISS_ANNUAL.UP('2030') = 0; *TOTAL_COST.UP = 5050; Solve simple_model minimize TOTAL_COST using LP; \ No newline at end of file From 8cb83e9031542d2e8509ef164f5da8c0ea9429ed Mon Sep 17 00:00:00 2001 From: nilsdi Date: Thu, 17 Oct 2024 09:19:19 +0200 Subject: [PATCH 10/24] no excel --- .gitignore | 1 + 1 file changed, 1 insertion(+) diff --git a/.gitignore b/.gitignore index 875309c..fc7955f 100644 --- a/.gitignore +++ b/.gitignore @@ -12,3 +12,4 @@ testi.ipynb *.gdx +*.xlsx From 8097c677613db181b7ec7c0d5e99dafe4bfac0aa Mon Sep 17 00:00:00 2001 From: nilsdi Date: Thu, 17 Oct 2024 13:43:40 +0200 Subject: [PATCH 11/24] no csvs --- .gitignore | 1 + 1 file changed, 1 insertion(+) diff --git a/.gitignore b/.gitignore index fc7955f..9425ea2 100644 --- a/.gitignore +++ b/.gitignore @@ -13,3 +13,4 @@ testi.ipynb *.gdx *.xlsx +*.csv From 8e6dd58608df5a36811e83c085e4d6587eccca1d Mon Sep 17 00:00:00 2001 From: nilsdi Date: Thu, 17 Oct 2024 14:37:58 +0200 Subject: [PATCH 12/24] running energy/climate model link, broken Fair --- model/energy_climate.gms | 20 ++++++++++++++++++++ model/run_FAIR.gms | 6 +++--- 2 files changed, 23 insertions(+), 3 deletions(-) create mode 100644 model/energy_climate.gms diff --git a/model/energy_climate.gms b/model/energy_climate.gms new file mode 100644 index 0000000..d5b81e0 --- /dev/null +++ b/model/energy_climate.gms @@ -0,0 +1,20 @@ +* ------------------------------------------------------------------------------ +* integrating energy systems model and FAIR model +* ------------------------------------------------------------------------------ + +$include energy_model_world.gms +*$include FAIR-beta-4-3-1.gms + +* map the year and set indexex from energy and Fair respectively( +set + t Time periods with ten years each /1*43/ + mapping(t, year) /1.2020, 2.2030, 3. 2040, 4.2050, 5.2060, 6.2070, 7.2080, 8.2080, 9.2080/ +; +Parameter + e(t) Energy and industrial missions over time +; +e(t) = SUM(year$mapping(t,year), EMISS.L(year)); + +$include run_FAIR.gms + + diff --git a/model/run_FAIR.gms b/model/run_FAIR.gms index 0c84de2..fcb6c63 100644 --- a/model/run_FAIR.gms +++ b/model/run_FAIR.gms @@ -1,5 +1,5 @@ *set t Time periods (5 years per period) /1*81/ -set t Time periods (10 years per period) /1*41/ +*set t Time periods (10 years per period) /1*41/ ; sets tfirst(t), tlast(t), tearly(t), tlate(t); @@ -9,11 +9,11 @@ parameter eland(t) Emissions from deforestation (GtCO2 per year) e1 Industrial emissions 2020 (GtCO2 per year) / 37.56 / CumEmiss0 Cumulative emissions 2020 (GtC) / 633.5/ - e(t) Energy and industrial missions over time +* e(t) Energy and industrial missions over time ; * assume emissions to be constant at current levels -e(t) = e1 ; +*e(t) = e1 ; variable CCATOT(t) Total carbon emissions (GtC) From 9f365575d4c49b8cc988a12598c8dcfd817b862a Mon Sep 17 00:00:00 2001 From: nilsdi Date: Thu, 17 Oct 2024 15:01:59 +0200 Subject: [PATCH 13/24] with constrained --- model/energy_climate.gms | 4 ++++ model/energy_model_world.gms | 2 ++ 2 files changed, 6 insertions(+) diff --git a/model/energy_climate.gms b/model/energy_climate.gms index d5b81e0..518b985 100644 --- a/model/energy_climate.gms +++ b/model/energy_climate.gms @@ -5,6 +5,10 @@ $include energy_model_world.gms *$include FAIR-beta-4-3-1.gms +* we detached the solving in the energy model and set a constraint on emissions +CUM_EMISS.UP = 500; +SOLVE simple using LP minimize TOTAL_COST ; + * map the year and set indexex from energy and Fair respectively( set t Time periods with ten years each /1*43/ diff --git a/model/energy_model_world.gms b/model/energy_model_world.gms index 3049ba6..50c0adb 100644 --- a/model/energy_model_world.gms +++ b/model/energy_model_world.gms @@ -444,6 +444,7 @@ ACT.LO('other_nele', '2020') = 0.28 ; OPTION LP = CPLEX ; +$onText SOLVE simple using LP minimize TOTAL_COST ; * ------------------------------------------------------------------------------ @@ -564,3 +565,4 @@ LOOP(year, PUT year.tl, EQ_ENERGY_BALANCE.M('electricity', 'final', year) / ) ; +$offText \ No newline at end of file From d5d5e0e6eea6e60fe384f2902cf0c0b5f7be8d7e Mon Sep 17 00:00:00 2001 From: nilsdi Date: Thu, 17 Oct 2024 15:29:25 +0200 Subject: [PATCH 14/24] hard linked climate and energy --- model/energy_climate.gms | 27 +++++++++++++++++++++------ model/run_FAIR.gms | 2 +- 2 files changed, 22 insertions(+), 7 deletions(-) diff --git a/model/energy_climate.gms b/model/energy_climate.gms index 518b985..3090515 100644 --- a/model/energy_climate.gms +++ b/model/energy_climate.gms @@ -3,22 +3,37 @@ * ------------------------------------------------------------------------------ $include energy_model_world.gms + *$include FAIR-beta-4-3-1.gms * we detached the solving in the energy model and set a constraint on emissions -CUM_EMISS.UP = 500; -SOLVE simple using LP minimize TOTAL_COST ; +*CUM_EMISS.UP = 500; +*SOLVE simple using LP minimize TOTAL_COST ; * map the year and set indexex from energy and Fair respectively( set - t Time periods with ten years each /1*43/ + t Time periods with ten years each /1*41/ mapping(t, year) /1.2020, 2.2030, 3. 2040, 4.2050, 5.2060, 6.2070, 7.2080, 8.2080, 9.2080/ ; -Parameter - e(t) Energy and industrial missions over time +*Parameter +* e(t) Energy and industrial missions over time +*; +*e(t) = SUM(year$mapping(t,year), EMISS.L(year)); + +Variable E(t) Energy and industrial missions over time +; + +Equation EQ_MAP_E_EMISS ; -e(t) = SUM(year$mapping(t,year), EMISS.L(year)); + +EQ_MAP_E_EMISS(t).. E(t) =E= SUM(year$mapping(t,year), EMISS(year)); + + $include run_FAIR.gms +TATM.UP(t) $(ORD(t) le 9) = 2 +model hardlink /all/; + +solve hardlink minimize TOTAL_COST using nlp; diff --git a/model/run_FAIR.gms b/model/run_FAIR.gms index fcb6c63..fcb64b6 100644 --- a/model/run_FAIR.gms +++ b/model/run_FAIR.gms @@ -100,4 +100,4 @@ model fair /all/ ; F_GHGabate.fx(tfirst) = F_GHGabate2020; ccatot.fx(tfirst) = CumEmiss0; -solve fair maximizing CUM_E using nlp ; +*solve fair maximizing CUM_E using nlp ; From dde5ad22c776483416b93f2af8e6ca85b0c5646d Mon Sep 17 00:00:00 2001 From: nilsdi Date: Wed, 13 Nov 2024 10:52:54 +0100 Subject: [PATCH 15/24] course_week_finish --- model/energy_macro.gms | 0 model/energy_macro_nils.gms | 21 ++ model/energy_model_world.gms | 181 +++++++++--------- model/macro_core.gms | 8 +- model/macro_data_load.gms | 10 +- model/macro_solve.gms | 3 +- ...ESSAGEIX_MATERIALS_egusphere-2023-3035.pdf | Bin 0 -> 1671270 bytes 7 files changed, 126 insertions(+), 97 deletions(-) create mode 100644 model/energy_macro.gms create mode 100644 model/energy_macro_nils.gms create mode 100644 project/MESSAGEIX_MATERIALS_egusphere-2023-3035.pdf diff --git a/model/energy_macro.gms b/model/energy_macro.gms new file mode 100644 index 0000000..e69de29 diff --git a/model/energy_macro_nils.gms b/model/energy_macro_nils.gms new file mode 100644 index 0000000..b8e9f6f --- /dev/null +++ b/model/energy_macro_nils.gms @@ -0,0 +1,21 @@ + +$include energy_model_world.gms + + +$INCLUDE macro_data_load.gms +$INCLUDE macro_core.gms + +model hardlink2 /all/; + +$INCLUDE macro_solve.gms + + +CUM_EMISS.UP = 1000 ; + +SOLVE hardlink2 MAXIMIZING UTILITY USING NLP ; + +GDP_MACRO.L(year) = (I.L(year) + C.L(year) + EC.L(year)) ; + +DISPLAY GDP_MACRO.L ; + +*excecute_unload "" \ No newline at end of file diff --git a/model/energy_model_world.gms b/model/energy_model_world.gms index a291fed..ef6048a 100644 --- a/model/energy_model_world.gms +++ b/model/energy_model_world.gms @@ -67,7 +67,7 @@ SET technology 'technologies' electricity.useful nonelectric.useful / - year 'periods' + year_all 'periods' / 2020 2030 2040 @@ -91,7 +91,7 @@ SET technology 'technologies' coal_nonelectric.other_nele / ; -ALIAS (year, year_alias) ; +ALIAS (year_all, year_alias) ; * ------------------------------------------------------------------------------ * parameter definitions @@ -202,11 +202,11 @@ PARAMETERS bio_pot 1 / - demand(energy, level) 'demand in base year [PWh]' + demand(energy, level) 'demand in base year_all [PWh]' / electricity.useful 22.60 nonelectric.useful 87.3 / - gdp(year) 'GDP [index]' + gdp(year_all) 'GDP [index]' / 2020 1 2030 1.2 2040 1.4 @@ -229,7 +229,7 @@ PARAMETERS ; TABLE - inv(technology, year) 'investment cost [$/kW]' + inv(technology, year_all) 'investment cost [$/kW]' 2020 2030 2040 2050 2060 2070 2080 coal_ppl 1500 1500 1500 1500 1500 1500 1500 gas_ppl 800 800 800 800 800 800 800 @@ -243,7 +243,7 @@ TABLE ; TABLE - fom(technology, year) 'fixed operation and maintenance cost [$/(kW/yr)]' + fom(technology, year_all) 'fixed operation and maintenance cost [$/(kW/yr)]' 2020 2030 2040 2050 2060 2070 2080 coal_ppl 40 40 40 40 40 40 40 gas_ppl 25 25 25 25 25 25 25 @@ -257,7 +257,7 @@ TABLE ; TABLE - vom(technology, year) 'variable cost [$/MWh]' + vom(technology, year_all) 'variable cost [$/MWh]' 2020 2030 2040 2050 2060 2070 2080 coal_ppl 0.0 0.0 0.0 0.0 0.0 0.0 0.0 gas_ppl 0.0 0.0 0.0 0.0 0.0 0.0 0.0 @@ -319,19 +319,19 @@ PARAMETER hours(technology) 'full load hours' other_nele 7000 / ; -PARAMETER cost(technology, year) 'total technology costs on activity basis [$/MWh]' - cost_capacity(technology, year) 'annuity of capacity-related investment costs [$/kW]' - cost_activity(technology, year) 'activity-related technology costs [$/MWh]' +PARAMETER cost(technology, year_all) 'total technology costs on activity basis [$/MWh]' + cost_capacity(technology, year_all) 'annuity of capacity-related investment costs [$/kW]' + cost_activity(technology, year_all) 'activity-related technology costs [$/MWh]' ; -cost_capacity(technology, year) = ((inv(technology, year) * ((1 + discount_rate)**(lifetime(technology)) * discount_rate) / ((1 + discount_rate)**(lifetime(technology)) - 1) - + fom(technology, year))) * 1000 $ (lifetime(technology) AND hours(technology)) ; +cost_capacity(technology, year_all) = ((inv(technology, year_all) * ((1 + discount_rate)**(lifetime(technology)) * discount_rate) / ((1 + discount_rate)**(lifetime(technology)) - 1) + + fom(technology, year_all))) * 1000 $ (lifetime(technology) AND hours(technology)) ; -cost_activity(technology, year) = vom(technology, year) ; +cost_activity(technology, year_all) = vom(technology, year_all) ; -cost(technology, year) = ((inv(technology, year) * ((1 + discount_rate)**(lifetime(technology)) * discount_rate) / ((1 + discount_rate)**(lifetime(technology)) - 1) - + fom(technology, year)) / (hours(technology))) $ (lifetime(technology) AND hours(technology)) - + vom(technology, year) ; +cost(technology, year_all) = ((inv(technology, year_all) * ((1 + discount_rate)**(lifetime(technology)) * discount_rate) / ((1 + discount_rate)**(lifetime(technology)) - 1) + + fom(technology, year_all)) / (hours(technology))) $ (lifetime(technology) AND hours(technology)) + + vom(technology, year_all) ; DISPLAY cost, cost_capacity, cost_activity ; @@ -342,11 +342,11 @@ DISPLAY cost, cost_capacity, cost_activity ; * definition of variables that are part of the optimization VARIABLES - ACT(technology, year) 'technology acitvity in period year' - CAP_NEW(technology, year) 'new technology capacity built in period year' - EMISS(year) 'CO2 emissions in period year' + ACT(technology, year_all) 'technology acitvity in period year_all' + CAP_NEW(technology, year_all) 'new technology capacity built in period year_all' + EMISS(year_all) 'CO2 emissions in period year_all' CUM_EMISS 'cumulative CO2 emissions' - COST_ANNUAL(year) 'costs per year' + COST_ANNUAL(year_all) 'costs per year_all' TOTAL_COST 'total discounted systems costs' ; @@ -358,54 +358,57 @@ EQUATIONS EQ_EMISSION 'summation of CO2 emissions' EQ_EMISSION_CUMULATIVE 'cumulative CO2 emissions' EQ_DIFFUSION_UP 'upper technology capacity diffusion constraint' - EQ_COST_ANNUAL 'costs per year' + EQ_COST_ANNUAL 'costs per year_all' EQ_COST 'summation of total systems costs' - EQ_SHARE_UP(share, year) - EQ_SHARE_LO(share, year) + EQ_SHARE_UP(share, year_all) + EQ_SHARE_LO(share, year_all) ; * definition of equations - -EQ_ENERGY_BALANCE(energy, level, year) $ energy_level(energy, level).. - SUM(technology, ACT(technology, year) * (output(technology, energy, level) - input(technology, energy, level))) - - demand(energy, level) * (gdp(year)/gdp('2020'))**beta =G= 0 ; - -EQ_CAPACITY_BALANCE(technology, year) $ (hours(technology) AND lifetime(technology)).. - ACT(technology, year) =L= SUM(year_alias $ ((ORD(year_alias) le ORD(year)) AND ((ORD(year) - ORD(year_alias) + 1) * period_length le lifetime(technology))), CAP_NEW(technology, year_alias)) * hours(technology) ; +EQ_ENERGY_BALANCE(energy, level, year_all) $ energy_level(energy, level).. + SUM(technology, ACT(technology, year_all) * (output(technology, energy, level) - input(technology, energy, level))) + - demand(energy, level) * (gdp(year_all)/gdp('2020'))**beta =G= 0 ; +$onText +EQ_ENERGY_BALANCE(energy, level, year_all) $ energy_level(energy, level).. + SUM(technology, ACT(technology, year_all) * (output(technology, energy, level) - input(technology, energy, level))) + - demand(energy, level) * (gdp(year_all)/gdp('2020'))**beta =G= 0 ; +$offText +EQ_CAPACITY_BALANCE(technology, year_all) $ (hours(technology) AND lifetime(technology)).. + ACT(technology, year_all) =L= SUM(year_alias $ ((ORD(year_alias) le ORD(year_all)) AND ((ORD(year_all) - ORD(year_alias) + 1) * period_length le lifetime(technology))), CAP_NEW(technology, year_alias)) * hours(technology) ; $ONTEXT -EQ_CAPACITY_BALANCE(technology, year) $ hours(technology).. - SUM(year_alias $ ((ORD(year_alias) LE ORD(year)) AND ((ORD(year) - ORD(year_alias)) * period_length) LE lifetime(technology)), CAP_NEW(technology, year_alias) * MIN((lifetime(technology) - (ORD(year) - ORD(year_alias)) * period_length) / period_length, 1)) * hours(technology) =G= ACT(technology, year) ; +EQ_CAPACITY_BALANCE(technology, year_all) $ hours(technology).. + SUM(year_alias $ ((ORD(year_alias) LE ORD(year_all)) AND ((ORD(year_all) - ORD(year_alias)) * period_length) LE lifetime(technology)), CAP_NEW(technology, year_alias) * MIN((lifetime(technology) - (ORD(year_all) - ORD(year_alias)) * period_length) / period_length, 1)) * hours(technology) =G= ACT(technology, year_all) ; $OFFTEXT -EQ_EMISSION(year).. - SUM(technology, ACT(technology, year) * CO2_emission(technology)) =E= EMISS(year) ; +EQ_EMISSION(year_all).. + SUM(technology, ACT(technology, year_all) * CO2_emission(technology)) =E= EMISS(year_all) ; EQ_EMISSION_CUMULATIVE.. - SUM(year, EMISS(year) * period_length) =E= CUM_EMISS ; + SUM(year_all, EMISS(year_all) * period_length) =E= CUM_EMISS ; -EQ_DIFFUSION_UP(technology, year) $ ((NOT ORD(year) = 1) AND diffusion_up(technology)).. - CAP_NEW(technology, year) =L= CAP_NEW(technology, year - 1) * (1 + diffusion_up(technology))**period_length + startup(technology) ; +EQ_DIFFUSION_UP(technology, year_all) $ ((NOT ORD(year_all) = 1) AND diffusion_up(technology)).. + CAP_NEW(technology, year_all) =L= CAP_NEW(technology, year_all - 1) * (1 + diffusion_up(technology))**period_length + startup(technology) ; -EQ_SHARE_UP(share, year)$(share_up(share)).. - SUM(technology$tec_share(share, technology), ACT(technology, year)) =L= Sum(technology$tec_share_rhs(share, technology), ACT(technology, year)) * share_up(share) ; +EQ_SHARE_UP(share, year_all)$(share_up(share)).. + SUM(technology$tec_share(share, technology), ACT(technology, year_all)) =L= Sum(technology$tec_share_rhs(share, technology), ACT(technology, year_all)) * share_up(share) ; -EQ_SHARE_LO(share, year)$(share_lo(share)).. - SUM(technology$tec_share(share, technology), ACT(technology, year)) =G= Sum(technology$tec_share_rhs(share, technology), ACT(technology, year)) * share_lo(share) ; +EQ_SHARE_LO(share, year_all)$(share_lo(share)).. + SUM(technology$tec_share(share, technology), ACT(technology, year_all)) =G= Sum(technology$tec_share_rhs(share, technology), ACT(technology, year_all)) * share_lo(share) ; -EQ_COST_ANNUAL(year).. SUM(technology, ACT(technology, year) * vom(technology, year) - + SUM(year_alias $ ((ORD(year_alias) le ORD(year)) AND ((ORD(year) - ORD(year_alias) + 1) * period_length le lifetime(technology))), CAP_NEW(technology, year_alias) * cost_capacity(technology, year_alias))) - =E= COST_ANNUAL(year) ; +EQ_COST_ANNUAL(year_all).. SUM(technology, ACT(technology, year_all) * vom(technology, year_all) + + SUM(year_alias $ ((ORD(year_alias) le ORD(year_all)) AND ((ORD(year_all) - ORD(year_alias) + 1) * period_length le lifetime(technology))), CAP_NEW(technology, year_alias) * cost_capacity(technology, year_alias))) + =E= COST_ANNUAL(year_all) ; $ONTEXT -EQ_COST_ANNUAL(year).. - SUM(technology, cost_activity(technology, year) * ACT(technology, year)) - + SUM(technology, cost_capacity(technology, year) * CAP_NEW(technology, year) * SUM(year_alias $ ((ORD(year_alias) GE ORD(year)) AND ((ORD(year_alias) - ORD(year)) * period_length) LE lifetime(technology)), MIN((lifetime(technology) - (ORD(year_alias) - ORD(year)) * period_length), period_length))) -=E= COST_ANNUAL(year) ; +EQ_COST_ANNUAL(year_all).. + SUM(technology, cost_activity(technology, year_all) * ACT(technology, year_all)) + + SUM(technology, cost_capacity(technology, year_all) * CAP_NEW(technology, year_all) * SUM(year_alias $ ((ORD(year_alias) GE ORD(year_all)) AND ((ORD(year_alias) - ORD(year_all)) * period_length) LE lifetime(technology)), MIN((lifetime(technology) - (ORD(year_alias) - ORD(year_all)) * period_length), period_length))) +=E= COST_ANNUAL(year_all) ; $OFFTEXT EQ_COST.. - SUM(year, COST_ANNUAL(year) * period_length * (1 - discount_rate)**(period_length * (ORD(year) - 1))) + SUM(year_all, COST_ANNUAL(year_all) * period_length * (1 - discount_rate)**(period_length * (ORD(year_all) - 1))) =E= TOTAL_COST ; * definition of model (keyword 'all' means that all equations defined above are part of the model) @@ -414,8 +417,8 @@ MODEL simple / all / ; * constraint on individual variables -ACT.LO(technology, year) = 0 ; -CAP_NEW.LO(technology, year) = 0 ; +ACT.LO(technology, year_all) = 0 ; +CAP_NEW.LO(technology, year_all) = 0 ; * ------------------------------------------------------------------------------ * model calibration and resource constraints @@ -436,7 +439,7 @@ ACT.FX('gas_nele', '2020') = 18.7 ; ACT.FX('bio_nele', '2020') = 10.6 ; ACT.LO('other_nele', '2020') = 0.28 ; -*ACT.LO('coal_ppl', year) = 9.462 ; +*ACT.LO('coal_ppl', year_all) = 9.462 ; * ------------------------------------------------------------------------------ * model solution @@ -493,17 +496,17 @@ PUT model_output ; PUT / 'electricity generation', 'TWh'/ ; PUT '', 'Coal', 'Gas', 'Oil', 'Biomass', 'Hydro', 'Wind', 'Solar', 'Nuclear', 'Other' / ; -LOOP(year, - PUT year.tl, - (ACT.L('coal_ppl', year)), - (ACT.L('gas_ppl', year)), - (ACT.L('oil_ppl', year)), - (ACT.L('bio_ppl', year)), - (ACT.L('hydro_ppl', year)), - (ACT.L('wind_ppl', year)), - (ACT.L('solar_PV_ppl', year)), - (ACT.L('nuclear_ppl', year)), - (ACT.L('other_ppl', year)) / +LOOP(year_all, + PUT year_all.tl, + (ACT.L('coal_ppl', year_all)), + (ACT.L('gas_ppl', year_all)), + (ACT.L('oil_ppl', year_all)), + (ACT.L('bio_ppl', year_all)), + (ACT.L('hydro_ppl', year_all)), + (ACT.L('wind_ppl', year_all)), + (ACT.L('solar_PV_ppl', year_all)), + (ACT.L('nuclear_ppl', year_all)), + (ACT.L('other_ppl', year_all)) / ) ; * ------------------------------------------------------------------------------ @@ -513,17 +516,17 @@ LOOP(year, PUT / 'new capacity', 'GW'/ ; PUT '', 'Coal', 'Gas', 'Oil', 'Biomass', 'Hydro', 'Wind', 'Solar', 'nuclear', 'other' / ; -LOOP(year, - PUT year.tl, - (CAP_NEW.L('coal_ppl', year)), - (CAP_NEW.L('gas_ppl', year)), - (CAP_NEW.L('oil_ppl', year)), - (CAP_NEW.L('bio_ppl', year)), - (CAP_NEW.L('hydro_ppl', year)), - (CAP_NEW.L('wind_ppl', year)), - (CAP_NEW.L('solar_PV_ppl', year)), - (CAP_NEW.L('nuclear_ppl', year)), - (CAP_NEW.L('other_ppl', year)) / +LOOP(year_all, + PUT year_all.tl, + (CAP_NEW.L('coal_ppl', year_all)), + (CAP_NEW.L('gas_ppl', year_all)), + (CAP_NEW.L('oil_ppl', year_all)), + (CAP_NEW.L('bio_ppl', year_all)), + (CAP_NEW.L('hydro_ppl', year_all)), + (CAP_NEW.L('wind_ppl', year_all)), + (CAP_NEW.L('solar_PV_ppl', year_all)), + (CAP_NEW.L('nuclear_ppl', year_all)), + (CAP_NEW.L('other_ppl', year_all)) / ) ; * ------------------------------------------------------------------------------ @@ -533,15 +536,15 @@ LOOP(year, PUT / 'final energy consumption', 'GWh'/ ; PUT '', 'electricity', 'coal', 'gas', 'oil', 'biomass', 'solar', 'other' / ; -LOOP(year, - PUT year.tl, - (ACT.L('appliances', year) * input('appliances', 'electricity', 'final')), - (ACT.L('coal_nele', year) * input('coal_nele', 'coal', 'final')), - (ACT.L('gas_nele', year) * input('gas_nele', 'gas', 'final')), - (ACT.L('oil_nele', year) * input('oil_nele', 'oil', 'final')), - (ACT.L('bio_nele', year) * input('bio_nele', 'biomass', 'final')), - (ACT.L('solar_nele', year) * input('solar_nele', 'solar', 'final')), - (ACT.L('other_nele', year)) / +LOOP(year_all, + PUT year_all.tl, + (ACT.L('appliances', year_all) * input('appliances', 'electricity', 'final')), + (ACT.L('coal_nele', year_all) * input('coal_nele', 'coal', 'final')), + (ACT.L('gas_nele', year_all) * input('gas_nele', 'gas', 'final')), + (ACT.L('oil_nele', year_all) * input('oil_nele', 'oil', 'final')), + (ACT.L('bio_nele', year_all) * input('bio_nele', 'biomass', 'final')), + (ACT.L('solar_nele', year_all) * input('solar_nele', 'solar', 'final')), + (ACT.L('other_nele', year_all)) / ) ; * ------------------------------------------------------------------------------ @@ -551,9 +554,9 @@ LOOP(year, PUT / 'emissions', 'kt CO2'/ ; PUT '', 'CO2 emissions' / ; -LOOP(year, - PUT year.tl, - EMISS.L(year) / +LOOP(year_all, + PUT year_all.tl, + EMISS.L(year_all) / ) ; * ------------------------------------------------------------------------------ @@ -563,8 +566,8 @@ LOOP(year, PUT / 'shadow price (raw)', 'Euro/MWh'/ ; PUT '', 'electricity final' / ; -LOOP(year, - PUT year.tl, - EQ_ENERGY_BALANCE.M('electricity', 'final', year) / +LOOP(year_all, + PUT year_all.tl, + EQ_ENERGY_BALANCE.M('electricity', 'final', year_all) / ) ; $offText \ No newline at end of file diff --git a/model/macro_core.gms b/model/macro_core.gms index 9903c1c..df51a4f 100644 --- a/model/macro_core.gms +++ b/model/macro_core.gms @@ -104,7 +104,7 @@ VARIABLES Variables * auxiliary variables for demand, prices, costs and GDP (for reporting when MESSAGE is run with MACRO) - GDP(year_all) gross domestic product (GDP) in market exchange rates for MACRO reporting + GDP_macro(year_all) gross domestic product (GDP) in market exchange rates for MACRO reporting ; * ------------------------------------------------------------------------------ @@ -289,13 +289,17 @@ PRODENE(sector, year) * aeei_factor(sector, year) * *** +COST_ENERGY(year) $ (NOT macro_base_period(year)).. +EC(year) =E= COST_ANNUAL(year)/1000 +; +$onText COST_ENERGY(year) $ (NOT macro_base_period(year)).. EC(year) =E= (total_cost(year) + SUM(sector, eneprice(sector, year) * (PHYSENE(sector, year) - enestart(sector, year))) + SUM(sector, eneprice(sector, year) / enestart(sector, year) * (PHYSENE(sector, year) - enestart(sector, year)) * (PHYSENE(sector, year) - enestart(sector, year)))) ; - +$offText *** * Equation TERMINAL_CONDITION * --------------------------------- diff --git a/model/macro_data_load.gms b/model/macro_data_load.gms index 4616d50..121e380 100644 --- a/model/macro_data_load.gms +++ b/model/macro_data_load.gms @@ -10,7 +10,7 @@ Sets commodity commodity ( resources - oil - gas - electricty - water - land availability - etc. ) level level ( primary - secondary - ... - useful ) - year_all years (over entire model horizon) / 2020, 2030, 2040, 2050, 2060, 2070, 2080 / +* year_all years (over entire model horizon) / 2020, 2030, 2040, 2050, 2060, 2070, 2080 / year(year_all) years included in a model instance (for myopic or rolling-horizon optimization) macro_horizon(year_all) set of periods included in the MACRO model horizon * macro_initial_period(year_all) flag for period in model horizon in which to initialize model parameters in (period prior to first model period) - used in MACRO @@ -58,7 +58,7 @@ PARAMETERS enestart(sector,year_all) Consumption level of energy services from MESSAGE model run eneprice(sector,year_all) Shadow prices of energy services from MESSAGE model run - total_cost(year_all) Total energy system costs from MESSAGE model run + total_cost_energy(year_all) Total energy system costs from MESSAGE model run udf(year_all) Utility discount factor in period year labor(year_all) Labor force (efficiency units) in period year @@ -120,7 +120,7 @@ macro_horizon(year_all)$macro_base_period(year_all) = yes; DISPLAY macro_base_period, first_period, last_period, macro_horizon, year, year2, seq_period; -* ------------------------------------------------------------------------------ +* ----------------------------------------------------------------------------- * use externally supplied scenario parameters as default starting values for MACRO (these will be overwritten in the actual iteration process) * ------------------------------------------------------------------------------ @@ -148,12 +148,12 @@ enestart(sector,year_all) = demand_MESSAGE(sector,year_all) ; * useful energy/service demand prices from MESSAGE get mapped onto MACRO sector structure eneprice(sector,year_all) = price_MESSAGE(sector,year_all) ; * total energy system costs by node and time -total_cost(year_all) = cost_MESSAGE(year_all) ; +total_cost_energy(year_all) = cost_MESSAGE(year_all) ; * base year useful energy/service demand levels from MESSAGE get mapped onto MACRO sector structure demand_base(sector) = sum(macro_base_period, enestart(sector,macro_base_period) ) ; -DISPLAY enestart, eneprice, total_cost; +DISPLAY enestart, eneprice, total_cost_energy; * ------------------------------------------------------------------------------ * calculate start values diff --git a/model/macro_solve.gms b/model/macro_solve.gms index 393c8b9..b6a0d76 100644 --- a/model/macro_solve.gms +++ b/model/macro_solve.gms @@ -42,7 +42,7 @@ EC.FX(macro_base_period) = y0 - i0 - c0 ; * ------------------------------------------------------------------------------ * solve statement * ------------------------------------------------------------------------------ - +$onText SOLVE MACRO MAXIMIZING UTILITY USING NLP ; * ------------------------------------------------------------------------------ @@ -52,3 +52,4 @@ SOLVE MACRO MAXIMIZING UTILITY USING NLP ; GDP.L(year) = (I.L(year) + C.L(year) + EC.L(year)) ; DISPLAY GDP.L ; +$offText diff --git a/project/MESSAGEIX_MATERIALS_egusphere-2023-3035.pdf b/project/MESSAGEIX_MATERIALS_egusphere-2023-3035.pdf new file mode 100644 index 0000000000000000000000000000000000000000..91939a48fe76db52b3e78b151aab00ebcaa68f31 GIT 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