Difference between revisions of "Energy balance in Stuttgart"
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[[Category:Energy]] | [[Category:Energy]] | ||
[[Category:Energy balance]] | [[Category:Energy balance]] | ||
| + | [[Category:Stuttgart]] | ||
| + | [[Category:Contains R code]] | ||
{{variable|moderator=nobody|stub=Yes}} | {{variable|moderator=nobody|stub=Yes}} | ||
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== Question == | == Question == | ||
What are the amounts of energy produced, consumed, imported, and exported in Stuttgart? | What are the amounts of energy produced, consumed, imported, and exported in Stuttgart? | ||
| − | + | == Answer == | |
| − | == | + | * {{#l:Energy balance in Stuttgart.pdf}} [http://en.opasnet.org/en-opwiki/index.php?title=Special:RTools&id=xvg3Zo84ulQlXGWE Model run 17.5.2015] (based on model from June 2014) |
| − | == | + | <rcode name="answer" graphics=1> |
| − | + | ## This code was tun from page [[Energy balance in Stuttgart#Answer]] | |
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| − | + | library(OpasnetUtils) | |
| + | library(ggplot2) | ||
| + | N <- 10 | ||
| − | + | objects.latest("Op_en5141", code_name = "initiate") | |
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| − | + | balance <- Ovariable("balance", ddata = "Op_en5815.equations") | |
| − | == | + | nonlinearity <- Ovariable("nonlinearity", ddata = "Op_en5141", subset = "No nonlinearities") |
| − | == | + | directinput <- Ovariable("directinput", ddata = "Op_en5141", subset = "No modelled upstream variables") |
| − | + | energy.balance <- EvalOutput(energy.balance) | |
| − | + | oprint(summary(energy.balance)) | |
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| − | + | ggplot(energy.balance@output, aes_string(x = "energybalanceVars", y = "energy.balanceResult")) + #, fill = "Year")) + | |
| − | + | geom_boxplot() + | |
| + | facet_wrap(~Year, ncol = 1) + | ||
| + | theme_grey(base_size = 24) + | ||
| + | theme(axis.text.x = element_text(angle = 90, hjust = 1, vjust= 0.2)) | ||
| − | + | </rcode> | |
| − | + | ==Rationale== | |
| − | + | There are several [[energy transformations]] that each describe a specific process of energy production or use. Per unit activity, there is a constant amount of different inputs and outputs into and from this process, respectively. These unit processes are used for Stuttgart in such a way that one critical input or output from each relevant energy transformation is listed here; all other inputs and outputs logically follow from the nature of the transformation process. | |
| − | + | ===Data=== | |
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| − | + | <t2b name="Equations" index="Year,Equation" obs="Dummy" desc="Description" unit="GWh /a?"> | |
| + | 2008|STP renewable energy + STP electricity = STP local heating|1|Balance Solar Thermal Pump. In energy balance, inputs and outputs cancel out | ||
| + | 2008|STP electricity = 0.363636364*STP renewable energy|1|Fraction STP renewable energy. Amount of electricity is used as comparison for renewable energy. 8/22 Electricity divided by renewable energy | ||
| + | 2008|CHP gas + CHP renewable energy + CHP mineral oil = CHP local heating + CHP electricity + CHP loss|1|Balance CHP Plants. In energy balance, inputs and outputs cancel out | ||
| + | 2008|CHP renewable energy + CHP mineral oil = 0.564814815*CHP gas|1|Fraction CHP gas. Sum of other fuels is used as comparison for gas. (108+14)/216 Others divided by gas | ||
| + | 2008|CHP gas + CHP mineral oil = 2.12962963*CHP renewable energy|1|Sum of other fuels is used as comparison for renewable energy. Fraction CHP renewable energy. (216+14)/108 Others divided by renewable energy | ||
| + | 2008|CHP electricity + CHP loss = 1.770491803*CHP local heating|1|Fraction CHP local heating. Sum of other outputs is used as comparison for local heating. (84+132)/122 Others divided by local heating. | ||
| + | 2008|CHP local heating + CHP loss = 3.023809524*CHP electricity|1|Fraction CHP electricity. Sum of other outputs is used as comparison for electricity. (122+132)/84 Others divided by electricity | ||
| + | 2008|WWP renewable energy = WWP electricity|1|Balance Water, Wind, Photovlotaics. In energy balance, inputs and outputs cancel out | ||
| + | 2008|TPP electricity input + TPP mineral oil + TPP gas = TPP local heating + TPP electricity output + TPP loss|1|Balance Thermal Power Plant Pfaffenwald. In energy balance, inputs and outputs cancel out | ||
| + | 2008|TPP mineral oil + TPP gas = 23.33333333*TPP electricity input|1|Fraction TPP electricity input. Sum of other fuels is used as comparison for electricity input. (43+167)/9 Others divided by electricity input | ||
| + | 2008|TPP electricity input + TPP gas = 4.093023256*TPP mineral oil|1|Fraction TPP mineral oil. Sum of other fuels is used as comparison for mineral oil. (9+167)/43 Others divided by mineral oil | ||
| + | 2008|TPP electricity output + TPP loss = 0.335365854*TPP local heating|1|Fraction TPP local heating. Sum of other outputs is used as comparison for local heating. (50+5)/164 Others divided by local heating | ||
| + | 2008|TPP local heating +TPP loss = 3.38*TPP electricity output|1|Fraction TPP electricity output. Sum of other outputs is used as comparison for electricity. (164+5)/50 Others divided by electricity | ||
| + | 2008|TPE waste + TPE gas + TPE coal + TPE mineral oil = TPE electricity + TPE district heating + TPE loss|1|Balance Thermal Power Plant EVU. In energy balance, inputs and outputs cancel out | ||
| + | 2008|TPE gas + TPE coal + TPE mineral oil = 1.04973357*TPE waste|1|Fraction TPE waste. Sum of other fuels is used as comparison for waste. (162+1019+1)/1126 Others divided by waste | ||
| + | 2008|TPE waste + TPE coal + TPE mineral oil = 13.24691358*TPE gas|1|Fraction TPE gas. Sum of other fuels is used as comparison for gas. (1126+1019+1)/162 Others divided by gas | ||
| + | 2008|TPE waste + TPE gas + TPE mineral oil = 1.264965653*TPE coal|1|Fraction TPE coal. Sum of other fuels is used as comparison for coal. (1126+162+1)/1019 Others divided by coal | ||
| + | 2008|TPE district heating + TPE loss = 5.089709763*TPE electricity|1|Fraction TPE electricity. Sum of other outputs is used as comparison for electricity. (1101+828)/379 Others divided by electricity | ||
| + | 2008|TPE electricity + TPE loss = 1.096276113*TPE district heating|1|Fraction TPE district heating. Sum of other outputs is used as comparison for district heating. (379 +828)/1101 Others divided by district heating | ||
| + | 2008|Ind gas = Ind electricity + Ind loss|1|Balance Industrial Plants. In energy balance, inputs and outputs cancel out | ||
| + | 2008|Ind electricity = 0.533333333*Ind loss|1|Fraction Ind loss. Amount of district heating is used as comparison for loss. 8/15 district heating per loss | ||
| + | 2008|STP local heating = 0.245901639*CHP local heating|1|Fraction local heating producers. CHP local heating production is used as reference. 30/122 STP local heating divided by CHP local heating | ||
| + | 2008|Ind electricity = 0.007266122*CHP electricity|1|Fraction electricity producers 1. 8/1101 Ind electricity divided by TPE district heating CORRECTED | ||
| + | 2008|WWP electricity = 0.797619048*CHP electricity|1|Fraction electricity producers 2. CHP electricity production is used as reference. 67/84 WWP electricity divided by CHP electricity | ||
| + | 2008|TPP electricity output = 0.595238095*CHP electricity|1|Fraction electricity producers 3. CHP electricity production is used as reference. 50/84 TPP electricity divided by CHP electricity | ||
| + | 2008|TPE electricity = 4.511904762*CHP electricity|1|Fraction electricity producers 4. CHP electricity production is used as reference. 379/84 TPE electricity divided by CHP electricity | ||
| + | 2008|Loss local heating = 0.041139241*STP local heating + 0.041139241*CHP local heating + 0.041139241*TPP local heating|1|Transmission loss local heating. Known loss divided by production. 13/(30+122+164) | ||
| + | 2008|Loss electricity = 0.221088435*CHP electricity + 0.221088435*WWP electricity + 0.221088435*TPP electricity output + 0.221088435*TPE electricity + 0.221088435*Ind electricity|1|Transmission loss electricity. Known loss divided by production. 130/(84+67+50+379+8) | ||
| + | 2008|Loss district heating = 0.109900091*TPE district heating|1|Transmission loss district heating. Known loss divided by production. 121/1101 | ||
| + | 2008|CES local heating = 0.366666667*STP local heating|1|Consumption in the Energy Sector local heating. STP local heating is used as reference. 11/30 | ||
| + | 2008|CES electricity = 1.392857143*CHP electricity|1|Consumption in the Energy Sector electricity. CHP electricity is used as reference. 117/84 | ||
| + | 2008|V renewable energy = 0.272727273*STP renewable energy|1|Vorketten renewable energy. STP renewable energy is used as reference. 6/22 | ||
| + | 2008|V coal = 0.103042198*TPE coal|1|Vorketten coal. TPE coal is used as reference. 105/1019 | ||
| + | 2008|V electricity = 17.79683377*TPE electricity|1|Vorketten electricity. TPE electricity is used as reference. 6745/379 | ||
| + | 2008|V gas = 2.027777778*CHP gas|1|Vorketten gas. CHP gas is used as reference. 438/216 | ||
| + | 2008|V mineral oil = 12.3255814*TPP mineral oil|1|Vorketten mineral oil. TPP mineral oil is used as reference. 530/43 | ||
| + | 2008|Bought electricity + CHP electricity + WWP electricity + TPP electricity output + TPE electricity + Ind electricity = STP electricity + TPP electricity input + Loss electricity + CES electricity + V electricity + Cons Ind electricity + Cons Traffic electricity + Cons Home electricity + Cons Commerce electricity|1|Electricity use balance. In energy balance, inputs and outputs cancel out | ||
| + | 2008|STP local heating + CHP local heating + TPP local heating = Loss local heating + CES local heating + Cons Ind local heating + Cons Home local heating + Cons Commerce local heating|1|Local heating balance. In energy balance, inputs and outputs cancel out | ||
| + | 2008|Bought district heating + TPE district heating = Loss district heating + Cons Ind district heating + Cons Home district heating + Cons Commerce district heating|1|District heating balance. In energy balance, inputs and outputs cancel out | ||
| + | 2008|Cons Ind electricity = 2257|1|Consumed electricity industry | ||
| + | 2008|Cons Traffic electricity = 224|1|Consumed electricity traffic | ||
| + | 2008|Cons Home electricity = 1077|1|Consumed electricity households | ||
| + | 2008|Cons Commerce electricity = 695|1|Consumed electricity commerce | ||
| + | 2008|Cons Ind local heating = 35|1|Consumed local heating industry | ||
| + | 2008|Cons Home local heating = 54|1|Consumed local heating households | ||
| + | 2008|Cons Commerce local heating = 203|1|Consumed local heating commerce | ||
| + | 2008|Cons Ind district heating = 513|1|Consumed districit heating industry | ||
| + | 2008|Cons Home district heating = 35|1|Consumed districit heating households | ||
| + | 2008|Cons Commerce district heating = 851|1|Consumed districit heating commerce | ||
| + | 2010|STP renewable energy + STP electricity = STP local heating|1|Balance Solar Thermal Pump. In energy balance, inputs and outputs cancel out | ||
| + | 2010|STP electricity = 0.352941176*STP renewable energy|1|Fraction STP renewable energy. Amount of electricity is used as comparison for renewable energy. 12/34 Electricity divided by renewable energy | ||
| + | 2010|CHP gas + CHP renewable energy + CHP mineral oil = CHP local heating + CHP electricity + CHP loss|1|Balance CHP Plants. In energy balance, inputs and outputs cancel out | ||
| + | 2010|CHP renewable energy + CHP mineral oil = 3.848484848*CHP gas|1|Fraction CHP gas. Sum of other fuels is used as comparison for gas. (116+11)/33 Others divided by gas | ||
| + | 2010|CHP gas + CHP mineral oil = 0.379310344*CHP renewable energy|1|Sum of other fuels is used as comparison for renewable energy. Fraction CHP renewable energy. (33+11)/116 Others divided by renewable energy | ||
| + | 2010|CHP electricity + CHP loss = 3.324324324*CHP local heating|1|Fraction CHP local heating. Sum of other outputs is used as comparison for local heating. (27+96)/37 Others divided by local heating. | ||
| + | 2010|CHP local heating + CHP loss = 4.925925925*CHP electricity|1|Fraction CHP electricity. Sum of other outputs is used as comparison for electricity. (37+96)/27 Others divided by electricity | ||
| + | 2010|WWP renewable energy = WWP electricity|1|Balance Water, Wind, Photovlotaics. In energy balance, inputs and outputs cancel out | ||
| + | 2010|TPP electricity input + TPP mineral oil + TPP gas = TPP local heating + TPP electricity output + TPP loss|1|Balance Thermal Power Plant Pfaffenwald. In energy balance, inputs and outputs cancel out | ||
| + | 2010|TPP mineral oil + TPP gas = 26*TPP electricity input|1|Fraction TPP electricity input. Sum of other fuels is used as comparison for electricity input. (17+217)/9 Others divided by electricity input | ||
| + | 2010|TPP electricity input + TPP gas = 13.294117647*TPP mineral oil|1|Fraction TPP mineral oil. Sum of other fuels is used as comparison for mineral oil. (9+217)/17 Others divided by mineral oil | ||
| + | 2010|TPP electricity output + TPP loss = 0.380681818*TPP local heating|1|Fraction TPP local heating. Sum of other outputs is used as comparison for local heating. (61+6)/176 Others divided by local heating | ||
| + | 2010|TPP local heating +TPP loss = 2.983606557*TPP electricity output|1|Fraction TPP electricity output. Sum of other outputs is used as comparison for electricity. (176+6)/61 Others divided by electricity | ||
| + | 2010|TPE waste + TPE gas + TPE coal + TPE mineral oil = TPE electricity + TPE district heating + TPE loss|1|Balance Thermal Power Plant EVU. In energy balance, inputs and outputs cancel out | ||
| + | 2010|TPE gas + TPE coal + TPE mineral oil = 0.929245283*TPE waste|1|Fraction TPE waste. Sum of other fuels is used as comparison for waste. (162+1019+1)/1272 Others divided by waste | ||
| + | 2010|TPE waste + TPE coal + TPE mineral oil = 14.148148148*TPE gas|1|Fraction TPE gas. Sum of other fuels is used as comparison for gas. (1272+1019+1)/162 Others divided by gas | ||
| + | 2010|TPE waste + TPE gas + TPE mineral oil = 1.408243376*TPE coal|1|Fraction TPE coal. Sum of other fuels is used as comparison for coal. (1272+162+1)/1019 Others divided by coal | ||
| + | 2010|TPE district heating + TPE loss = 5.104477612*TPE electricity|1|Fraction TPE electricity. Sum of other outputs is used as comparison for electricity. (1171+881)/402 Others divided by electricity | ||
| + | 2010|TPE electricity + TPE loss = 1.095644748*TPE district heating|1|Fraction TPE district heating. Sum of other outputs is used as comparison for district heating. (402+881)/1171 Others divided by district heating | ||
| + | 2010|Ind gas = Ind electricity + Ind loss|1|Balance Industrial Plants. In energy balance, inputs and outputs cancel out | ||
| + | 2010|Ind electricity = 0.533333333*Ind loss|1|Fraction Ind loss. Amount of district heating is used as comparison for loss. 8/15 district heating per loss | ||
| + | 2010|STP local heating = 1.243243243*CHP local heating|1|Fraction local heating producers. CHP local heating production is used as reference. 46/37 STP local heating divided by CHP local heating | ||
| + | 2010|Ind electricity = 0.006831768*CHP electricity|1|Fraction electricity producers 1. 8/1171 Ind electricity divided by TPE district heating VﾄﾄRIN 2008 sivulla?? | ||
| + | 2010|WWP electricity = 1.925925925*CHP electricity|1|Fraction electricity producers 2. CHP electricity production is used as reference. 52/27 WWP electricity divided by CHP electricity | ||
| + | 2010|TPP electricity output = 2.259259259*CHP electricity|1|Fraction electricity producers 3. CHP electricity production is used as reference. 61/27 TPP electricity divided by CHP electricity | ||
| + | 2010|TPE electricity = 14.888888888*CHP electricity|1|Fraction electricity producers 4. CHP electricity production is used as reference. 402/27 TPE electricity divided by CHP electricity | ||
| + | 2010|Loss local heating = 0.057915058*STP local heating + 0.057915058*CHP local heating + 0.057915058*TPP local heating|1|Transmission loss local heating. Known loss divided by production. 15/(46+37+176) | ||
| + | 2010|Loss electricity = 0.22*CHP electricity + 0.22*WWP electricity + 0.22*TPP electricity output + 0.22*TPE electricity + 0.22*Ind electricity|1|Transmission loss electricity. Known loss divided by production. 121/(27+52+61+402+8) | ||
| + | 2010|Loss district heating = 0.102476516*TPE district heating|1|Transmission loss district heating. Known loss divided by production. 120/1171 | ||
| + | 2010|CES local heating = 0.217391304*STP local heating|1|Consumption in the Energy Sector local heating. STP local heating is used as reference. 10/46 | ||
| + | 2010|CES electricity = 4.259259259*CHP electricity|1|Consumption in the Energy Sector electricity. CHP electricity is used as reference. 115/27 | ||
| + | 2010|V renewable energy = 0.235294118*STP renewable energy|1|Vorketten renewable energy. STP renewable energy is used as reference. 8/34 | ||
| + | 2010|V coal = 0.103042198*TPE coal|1|Vorketten coal. TPE coal is used as reference. 105/1019 | ||
| + | 2010|V electricity = 14.425373134*TPE electricity|1|Vorketten electricity. TPE electricity is used as reference. 5799/402 | ||
| + | 2010|V gas = 14.181818181*CHP gas|1|Vorketten gas. CHP gas is used as reference. 468/33 | ||
| + | 2010|V mineral oil = 31.352941176*TPP mineral oil|1|Vorketten mineral oil. TPP mineral oil is used as reference. 533/17 | ||
| + | 2010|Bought electricity + CHP electricity + WWP electricity + TPP electricity output + TPE electricity + Ind electricity = STP electricity + TPP electricity input + Loss electricity + CES electricity + V electricity + Cons Ind electricity + Cons Traffic electricity + Cons Home electricity + Cons Commerce electricity|1|Electricity use balance. In energy balance, inputs and outputs cancel out | ||
| + | 2010|STP local heating + CHP local heating + TPP local heating = Loss local heating + CES local heating + Cons Ind local heating + Cons Home local heating + Cons Commerce local heating|1|Local heating balance. In energy balance, inputs and outputs cancel out | ||
| + | 2010|Bought district heating + TPE district heating = Loss district heating + Cons Ind district heating + Cons Home district heating + Cons Commerce district heating|1|District heating balance. In energy balance, inputs and outputs cancel out | ||
| + | 2010|Cons Ind electricity = 2390|1|Consumed electricity industry | ||
| + | 2010|Cons Traffic electricity = 225|1|Consumed electricity traffic | ||
| + | 2010|Cons Home electricity = 1047|1|Consumed electricity households | ||
| + | 2010|Cons Commerce electricity = 498|1|Consumed electricity commerce | ||
| + | 2010|Cons Ind local heating = 6|1|Consumed local heating industry | ||
| + | 2010|Cons Home local heating = 34|1|Consumed local heating households | ||
| + | 2010|Cons Commerce local heating = 194|1|Consumed local heating commerce | ||
| + | 2010|Cons Ind district heating = 394|1|Consumed districit heating industry | ||
| + | 2010|Cons Home district heating = 73|1|Consumed districit heating households | ||
| + | 2010|Cons Commerce district heating = 927|1|Consumed districit heating commerce | ||
| + | 2025|STP renewable energy + STP electricity = STP local heating|1|Balance Solar Thermal Pump. In energy balance, inputs and outputs cancel out | ||
| + | 2025|STP electricity = 0.352941176*STP renewable energy|1|Fraction STP renewable energy. Amount of electricity is used as comparison for renewable energy. 12/34 Electricity divided by renewable energy | ||
| + | 2025|CHP gas + CHP renewable energy + CHP mineral oil = CHP local heating + CHP electricity + CHP loss|1|Balance CHP Plants. In energy balance, inputs and outputs cancel out | ||
| + | 2025|CHP renewable energy + CHP mineral oil = 3.848484848*CHP gas|1|Fraction CHP gas. Sum of other fuels is used as comparison for gas. (116+11)/33 Others divided by gas | ||
| + | 2025|CHP gas + CHP mineral oil = 0.379310344*CHP renewable energy|1|Sum of other fuels is used as comparison for renewable energy. Fraction CHP renewable energy. (33+11)/116 Others divided by renewable energy | ||
| + | 2025|CHP electricity + CHP loss = 3.324324324*CHP local heating|1|Fraction CHP local heating. Sum of other outputs is used as comparison for local heating. (27+96)/37 Others divided by local heating. | ||
| + | 2025|CHP local heating + CHP loss = 4.925925925*CHP electricity|1|Fraction CHP electricity. Sum of other outputs is used as comparison for electricity. (37+96)/27 Others divided by electricity | ||
| + | 2025|WWP renewable energy = WWP electricity|1|Balance Water, Wind, Photovlotaics. In energy balance, inputs and outputs cancel out | ||
| + | 2025|TPP electricity input + TPP mineral oil + TPP gas = TPP local heating + TPP electricity output + TPP loss|1|Balance Thermal Power Plant Pfaffenwald. In energy balance, inputs and outputs cancel out | ||
| + | 2025|TPP mineral oil + TPP gas = 26*TPP electricity input|1|Fraction TPP electricity input. Sum of other fuels is used as comparison for electricity input. (17+217)/9 Others divided by electricity input | ||
| + | 2025|TPP electricity input + TPP gas = 13.294117647*TPP mineral oil|1|Fraction TPP mineral oil. Sum of other fuels is used as comparison for mineral oil. (9+217)/17 Others divided by mineral oil | ||
| + | 2025|TPP electricity output + TPP loss = 0.380681818*TPP local heating|1|Fraction TPP local heating. Sum of other outputs is used as comparison for local heating. (61+6)/176 Others divided by local heating | ||
| + | 2025|TPP local heating +TPP loss = 2.983606557*TPP electricity output|1|Fraction TPP electricity output. Sum of other outputs is used as comparison for electricity. (176+6)/61 Others divided by electricity | ||
| + | 2025|TPE waste + TPE gas + TPE coal + TPE mineral oil = TPE electricity + TPE district heating + TPE loss|1|Balance Thermal Power Plant EVU. In energy balance, inputs and outputs cancel out | ||
| + | 2025|TPE gas + TPE coal + TPE mineral oil = 0.929245283*TPE waste|1|Fraction TPE waste. Sum of other fuels is used as comparison for waste. (162+1019+1)/1272 Others divided by waste | ||
| + | 2025|TPE waste + TPE coal + TPE mineral oil = 14.148148148*TPE gas|1|Fraction TPE gas. Sum of other fuels is used as comparison for gas. (1272+1019+1)/162 Others divided by gas | ||
| + | 2025|TPE waste + TPE gas + TPE mineral oil = 1.408243376*TPE coal|1|Fraction TPE coal. Sum of other fuels is used as comparison for coal. (1272+162+1)/1019 Others divided by coal | ||
| + | 2025|TPE district heating + TPE loss = 5.104477612*TPE electricity|1|Fraction TPE electricity. Sum of other outputs is used as comparison for electricity. (1171+881)/402 Others divided by electricity | ||
| + | 2025|TPE electricity + TPE loss = 1.095644748*TPE district heating|1|Fraction TPE district heating. Sum of other outputs is used as comparison for district heating. (402+881)/1171 Others divided by district heating | ||
| + | 2025|Ind gas = Ind electricity + Ind loss|1|Balance Industrial Plants. In energy balance, inputs and outputs cancel out | ||
| + | 2025|Ind electricity = 0.533333333*Ind loss|1|Fraction Ind loss. Amount of district heating is used as comparison for loss. 8/15 district heating per loss | ||
| + | 2025|STP local heating = 1.243243243*CHP local heating|1|Fraction local heating producers. CHP local heating production is used as reference. 46/37 STP local heating divided by CHP local heating | ||
| + | 2025|Ind electricity = 0.006831768*CHP electricity|1|Fraction electricity producers 1. 8/1171 Ind electricity divided by TPE district heating VﾄﾄRIN 2008 sivulla?? | ||
| + | 2025|WWP electricity = 1.925925925*CHP electricity|1|Fraction electricity producers 2. CHP electricity production is used as reference. 52/27 WWP electricity divided by CHP electricity | ||
| + | 2025|TPP electricity output = 2.259259259*CHP electricity|1|Fraction electricity producers 3. CHP electricity production is used as reference. 61/27 TPP electricity divided by CHP electricity | ||
| + | 2025|TPE electricity = 14.888888888*CHP electricity|1|Fraction electricity producers 4. CHP electricity production is used as reference. 402/27 TPE electricity divided by CHP electricity | ||
| + | 2025|Loss local heating = 0.057915058*STP local heating + 0.057915058*CHP local heating + 0.057915058*TPP local heating|1|Transmission loss local heating. Known loss divided by production. 15/(46+37+176) | ||
| + | 2025|Loss electricity = 0.22*CHP electricity + 0.22*WWP electricity + 0.22*TPP electricity output + 0.22*TPE electricity + 0.22*Ind electricity|1|Transmission loss electricity. Known loss divided by production. 121/(27+52+61+402+8) | ||
| + | 2025|Loss district heating = 0.102476516*TPE district heating|1|Transmission loss district heating. Known loss divided by production. 120/1171 | ||
| + | 2025|CES local heating = 0.217391304*STP local heating|1|Consumption in the Energy Sector local heating. STP local heating is used as reference. 10/46 | ||
| + | 2025|CES electricity = 4.259259259*CHP electricity|1|Consumption in the Energy Sector electricity. CHP electricity is used as reference. 115/27 | ||
| + | 2025|V renewable energy = 0.235294118*STP renewable energy|1|Vorketten renewable energy. STP renewable energy is used as reference. 8/34 | ||
| + | 2025|V coal = 0.161923454*TPE coal|1|Vorketten coal. TPE coal is used as reference. 165/1019 | ||
| + | 2025|V electricity = 14.425373134*TPE electricity|1|Vorketten electricity. TPE electricity is used as reference. 5799/402 | ||
| + | 2025|V gas = 14.181818181*CHP gas|1|Vorketten gas. CHP gas is used as reference. 468/33 | ||
| + | 2025|V mineral oil = 31.352941176*TPP mineral oil|1|Vorketten mineral oil. TPP mineral oil is used as reference. 533/17 | ||
| + | 2025|Bought electricity + CHP electricity + WWP electricity + TPP electricity output + TPE electricity + Ind electricity = STP electricity + TPP electricity input + Loss electricity + CES electricity + V electricity + Cons Ind electricity + Cons Traffic electricity + Cons Home electricity + Cons Commerce electricity|1|Electricity use balance. In energy balance, inputs and outputs cancel out | ||
| + | 2025|STP local heating + CHP local heating + TPP local heating = Loss local heating + CES local heating + Cons Ind local heating + Cons Home local heating + Cons Commerce local heating|1|Local heating balance. In energy balance, inputs and outputs cancel out | ||
| + | 2025|Bought district heating + TPE district heating = Loss district heating + Cons Ind district heating + Cons Home district heating + Cons Commerce district heating|1|District heating balance. In energy balance, inputs and outputs cancel out | ||
| + | 2025|Cons Ind electricity = 2499|1|Consumed electricity industry | ||
| + | 2025|Cons Traffic electricity = 268|1|Consumed electricity traffic | ||
| + | 2025|Cons Home electricity = 1137|1|Consumed electricity households | ||
| + | 2025|Cons Commerce electricity = 485|1|Consumed electricity commerce | ||
| + | 2025|Cons Ind local heating = 6|1|Consumed local heating industry | ||
| + | 2025|Cons Home local heating = 38|1|Consumed local heating households | ||
| + | 2025|Cons Commerce local heating = 162|1|Consumed local heating commerce | ||
| + | 2025|Cons Ind district heating = 400|1|Consumed districit heating industry | ||
| + | 2025|Cons Home district heating = 74|1|Consumed districit heating households | ||
| + | 2025|Cons Commerce district heating = 941|1|Consumed districit heating commerce | ||
| + | </t2b> | ||
| − | + | There are no nonlinearities. | |
| − | |||
| − | + | === Calculations === | |
| − | + | * See [[Energy balance]]. | |
| − | + | * [http://en.opasnet.org/en-opwiki/index.php?title=Energy_balance_in_Stuttgart&oldid=30532 Model version] for ISEE 2013 results. [http://en.opasnet.org/en-opwiki/index.php/Special:R-tools?id=gX8Z6tC6PyTmUiir Model run] | |
| − | + | * [http://en.opasnet.org/en-opwiki/index.php?title=Energy_balance_in_Stuttgart&oldid=30516 Old code available here]. Unfortunately it does not run any more, because input data has been reformatted. | |
==See also== | ==See also== | ||
| Line 241: | Line 220: | ||
==Related files== | ==Related files== | ||
| − | |||
| − | |||
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Contents
Question
What are the amounts of energy produced, consumed, imported, and exported in Stuttgart?
Answer
-
Energy balance in Stuttgart Model run 17.5.2015 (based on model from June 2014)
Rationale
There are several energy transformations that each describe a specific process of energy production or use. Per unit activity, there is a constant amount of different inputs and outputs into and from this process, respectively. These unit processes are used for Stuttgart in such a way that one critical input or output from each relevant energy transformation is listed here; all other inputs and outputs logically follow from the nature of the transformation process.
Data
| Obs | Year | Equation | Dummy | Description |
|---|---|---|---|---|
| 1 | 2008 | STP renewable energy + STP electricity = STP local heating | 1 | Balance Solar Thermal Pump. In energy balance, inputs and outputs cancel out |
| 2 | 2008 | STP electricity = 0.363636364*STP renewable energy | 1 | Fraction STP renewable energy. Amount of electricity is used as comparison for renewable energy. 8/22 Electricity divided by renewable energy |
| 3 | 2008 | CHP gas + CHP renewable energy + CHP mineral oil = CHP local heating + CHP electricity + CHP loss | 1 | Balance CHP Plants. In energy balance, inputs and outputs cancel out |
| 4 | 2008 | CHP renewable energy + CHP mineral oil = 0.564814815*CHP gas | 1 | Fraction CHP gas. Sum of other fuels is used as comparison for gas. (108+14)/216 Others divided by gas |
| 5 | 2008 | CHP gas + CHP mineral oil = 2.12962963*CHP renewable energy | 1 | Sum of other fuels is used as comparison for renewable energy. Fraction CHP renewable energy. (216+14)/108 Others divided by renewable energy |
| 6 | 2008 | CHP electricity + CHP loss = 1.770491803*CHP local heating | 1 | Fraction CHP local heating. Sum of other outputs is used as comparison for local heating. (84+132)/122 Others divided by local heating. |
| 7 | 2008 | CHP local heating + CHP loss = 3.023809524*CHP electricity | 1 | Fraction CHP electricity. Sum of other outputs is used as comparison for electricity. (122+132)/84 Others divided by electricity |
| 8 | 2008 | WWP renewable energy = WWP electricity | 1 | Balance Water, Wind, Photovlotaics. In energy balance, inputs and outputs cancel out |
| 9 | 2008 | TPP electricity input + TPP mineral oil + TPP gas = TPP local heating + TPP electricity output + TPP loss | 1 | Balance Thermal Power Plant Pfaffenwald. In energy balance, inputs and outputs cancel out |
| 10 | 2008 | TPP mineral oil + TPP gas = 23.33333333*TPP electricity input | 1 | Fraction TPP electricity input. Sum of other fuels is used as comparison for electricity input. (43+167)/9 Others divided by electricity input |
| 11 | 2008 | TPP electricity input + TPP gas = 4.093023256*TPP mineral oil | 1 | Fraction TPP mineral oil. Sum of other fuels is used as comparison for mineral oil. (9+167)/43 Others divided by mineral oil |
| 12 | 2008 | TPP electricity output + TPP loss = 0.335365854*TPP local heating | 1 | Fraction TPP local heating. Sum of other outputs is used as comparison for local heating. (50+5)/164 Others divided by local heating |
| 13 | 2008 | TPP local heating +TPP loss = 3.38*TPP electricity output | 1 | Fraction TPP electricity output. Sum of other outputs is used as comparison for electricity. (164+5)/50 Others divided by electricity |
| 14 | 2008 | TPE waste + TPE gas + TPE coal + TPE mineral oil = TPE electricity + TPE district heating + TPE loss | 1 | Balance Thermal Power Plant EVU. In energy balance, inputs and outputs cancel out |
| 15 | 2008 | TPE gas + TPE coal + TPE mineral oil = 1.04973357*TPE waste | 1 | Fraction TPE waste. Sum of other fuels is used as comparison for waste. (162+1019+1)/1126 Others divided by waste |
| 16 | 2008 | TPE waste + TPE coal + TPE mineral oil = 13.24691358*TPE gas | 1 | Fraction TPE gas. Sum of other fuels is used as comparison for gas. (1126+1019+1)/162 Others divided by gas |
| 17 | 2008 | TPE waste + TPE gas + TPE mineral oil = 1.264965653*TPE coal | 1 | Fraction TPE coal. Sum of other fuels is used as comparison for coal. (1126+162+1)/1019 Others divided by coal |
| 18 | 2008 | TPE district heating + TPE loss = 5.089709763*TPE electricity | 1 | Fraction TPE electricity. Sum of other outputs is used as comparison for electricity. (1101+828)/379 Others divided by electricity |
| 19 | 2008 | TPE electricity + TPE loss = 1.096276113*TPE district heating | 1 | Fraction TPE district heating. Sum of other outputs is used as comparison for district heating. (379 +828)/1101 Others divided by district heating |
| 20 | 2008 | Ind gas = Ind electricity + Ind loss | 1 | Balance Industrial Plants. In energy balance, inputs and outputs cancel out |
| 21 | 2008 | Ind electricity = 0.533333333*Ind loss | 1 | Fraction Ind loss. Amount of district heating is used as comparison for loss. 8/15 district heating per loss |
| 22 | 2008 | STP local heating = 0.245901639*CHP local heating | 1 | Fraction local heating producers. CHP local heating production is used as reference. 30/122 STP local heating divided by CHP local heating |
| 23 | 2008 | Ind electricity = 0.007266122*CHP electricity | 1 | Fraction electricity producers 1. 8/1101 Ind electricity divided by TPE district heating CORRECTED |
| 24 | 2008 | WWP electricity = 0.797619048*CHP electricity | 1 | Fraction electricity producers 2. CHP electricity production is used as reference. 67/84 WWP electricity divided by CHP electricity |
| 25 | 2008 | TPP electricity output = 0.595238095*CHP electricity | 1 | Fraction electricity producers 3. CHP electricity production is used as reference. 50/84 TPP electricity divided by CHP electricity |
| 26 | 2008 | TPE electricity = 4.511904762*CHP electricity | 1 | Fraction electricity producers 4. CHP electricity production is used as reference. 379/84 TPE electricity divided by CHP electricity |
| 27 | 2008 | Loss local heating = 0.041139241*STP local heating + 0.041139241*CHP local heating + 0.041139241*TPP local heating | 1 | Transmission loss local heating. Known loss divided by production. 13/(30+122+164) |
| 28 | 2008 | Loss electricity = 0.221088435*CHP electricity + 0.221088435*WWP electricity + 0.221088435*TPP electricity output + 0.221088435*TPE electricity + 0.221088435*Ind electricity | 1 | Transmission loss electricity. Known loss divided by production. 130/(84+67+50+379+8) |
| 29 | 2008 | Loss district heating = 0.109900091*TPE district heating | 1 | Transmission loss district heating. Known loss divided by production. 121/1101 |
| 30 | 2008 | CES local heating = 0.366666667*STP local heating | 1 | Consumption in the Energy Sector local heating. STP local heating is used as reference. 11/30 |
| 31 | 2008 | CES electricity = 1.392857143*CHP electricity | 1 | Consumption in the Energy Sector electricity. CHP electricity is used as reference. 117/84 |
| 32 | 2008 | V renewable energy = 0.272727273*STP renewable energy | 1 | Vorketten renewable energy. STP renewable energy is used as reference. 6/22 |
| 33 | 2008 | V coal = 0.103042198*TPE coal | 1 | Vorketten coal. TPE coal is used as reference. 105/1019 |
| 34 | 2008 | V electricity = 17.79683377*TPE electricity | 1 | Vorketten electricity. TPE electricity is used as reference. 6745/379 |
| 35 | 2008 | V gas = 2.027777778*CHP gas | 1 | Vorketten gas. CHP gas is used as reference. 438/216 |
| 36 | 2008 | V mineral oil = 12.3255814*TPP mineral oil | 1 | Vorketten mineral oil. TPP mineral oil is used as reference. 530/43 |
| 37 | 2008 | Bought electricity + CHP electricity + WWP electricity + TPP electricity output + TPE electricity + Ind electricity = STP electricity + TPP electricity input + Loss electricity + CES electricity + V electricity + Cons Ind electricity + Cons Traffic electricity + Cons Home electricity + Cons Commerce electricity | 1 | Electricity use balance. In energy balance, inputs and outputs cancel out |
| 38 | 2008 | STP local heating + CHP local heating + TPP local heating = Loss local heating + CES local heating + Cons Ind local heating + Cons Home local heating + Cons Commerce local heating | 1 | Local heating balance. In energy balance, inputs and outputs cancel out |
| 39 | 2008 | Bought district heating + TPE district heating = Loss district heating + Cons Ind district heating + Cons Home district heating + Cons Commerce district heating | 1 | District heating balance. In energy balance, inputs and outputs cancel out |
| 40 | 2008 | Cons Ind electricity = 2257 | 1 | Consumed electricity industry |
| 41 | 2008 | Cons Traffic electricity = 224 | 1 | Consumed electricity traffic |
| 42 | 2008 | Cons Home electricity = 1077 | 1 | Consumed electricity households |
| 43 | 2008 | Cons Commerce electricity = 695 | 1 | Consumed electricity commerce |
| 44 | 2008 | Cons Ind local heating = 35 | 1 | Consumed local heating industry |
| 45 | 2008 | Cons Home local heating = 54 | 1 | Consumed local heating households |
| 46 | 2008 | Cons Commerce local heating = 203 | 1 | Consumed local heating commerce |
| 47 | 2008 | Cons Ind district heating = 513 | 1 | Consumed districit heating industry |
| 48 | 2008 | Cons Home district heating = 35 | 1 | Consumed districit heating households |
| 49 | 2008 | Cons Commerce district heating = 851 | 1 | Consumed districit heating commerce |
| 50 | 2010 | STP renewable energy + STP electricity = STP local heating | 1 | Balance Solar Thermal Pump. In energy balance, inputs and outputs cancel out |
| 51 | 2010 | STP electricity = 0.352941176*STP renewable energy | 1 | Fraction STP renewable energy. Amount of electricity is used as comparison for renewable energy. 12/34 Electricity divided by renewable energy |
| 52 | 2010 | CHP gas + CHP renewable energy + CHP mineral oil = CHP local heating + CHP electricity + CHP loss | 1 | Balance CHP Plants. In energy balance, inputs and outputs cancel out |
| 53 | 2010 | CHP renewable energy + CHP mineral oil = 3.848484848*CHP gas | 1 | Fraction CHP gas. Sum of other fuels is used as comparison for gas. (116+11)/33 Others divided by gas |
| 54 | 2010 | CHP gas + CHP mineral oil = 0.379310344*CHP renewable energy | 1 | Sum of other fuels is used as comparison for renewable energy. Fraction CHP renewable energy. (33+11)/116 Others divided by renewable energy |
| 55 | 2010 | CHP electricity + CHP loss = 3.324324324*CHP local heating | 1 | Fraction CHP local heating. Sum of other outputs is used as comparison for local heating. (27+96)/37 Others divided by local heating. |
| 56 | 2010 | CHP local heating + CHP loss = 4.925925925*CHP electricity | 1 | Fraction CHP electricity. Sum of other outputs is used as comparison for electricity. (37+96)/27 Others divided by electricity |
| 57 | 2010 | WWP renewable energy = WWP electricity | 1 | Balance Water, Wind, Photovlotaics. In energy balance, inputs and outputs cancel out |
| 58 | 2010 | TPP electricity input + TPP mineral oil + TPP gas = TPP local heating + TPP electricity output + TPP loss | 1 | Balance Thermal Power Plant Pfaffenwald. In energy balance, inputs and outputs cancel out |
| 59 | 2010 | TPP mineral oil + TPP gas = 26*TPP electricity input | 1 | Fraction TPP electricity input. Sum of other fuels is used as comparison for electricity input. (17+217)/9 Others divided by electricity input |
| 60 | 2010 | TPP electricity input + TPP gas = 13.294117647*TPP mineral oil | 1 | Fraction TPP mineral oil. Sum of other fuels is used as comparison for mineral oil. (9+217)/17 Others divided by mineral oil |
| 61 | 2010 | TPP electricity output + TPP loss = 0.380681818*TPP local heating | 1 | Fraction TPP local heating. Sum of other outputs is used as comparison for local heating. (61+6)/176 Others divided by local heating |
| 62 | 2010 | TPP local heating +TPP loss = 2.983606557*TPP electricity output | 1 | Fraction TPP electricity output. Sum of other outputs is used as comparison for electricity. (176+6)/61 Others divided by electricity |
| 63 | 2010 | TPE waste + TPE gas + TPE coal + TPE mineral oil = TPE electricity + TPE district heating + TPE loss | 1 | Balance Thermal Power Plant EVU. In energy balance, inputs and outputs cancel out |
| 64 | 2010 | TPE gas + TPE coal + TPE mineral oil = 0.929245283*TPE waste | 1 | Fraction TPE waste. Sum of other fuels is used as comparison for waste. (162+1019+1)/1272 Others divided by waste |
| 65 | 2010 | TPE waste + TPE coal + TPE mineral oil = 14.148148148*TPE gas | 1 | Fraction TPE gas. Sum of other fuels is used as comparison for gas. (1272+1019+1)/162 Others divided by gas |
| 66 | 2010 | TPE waste + TPE gas + TPE mineral oil = 1.408243376*TPE coal | 1 | Fraction TPE coal. Sum of other fuels is used as comparison for coal. (1272+162+1)/1019 Others divided by coal |
| 67 | 2010 | TPE district heating + TPE loss = 5.104477612*TPE electricity | 1 | Fraction TPE electricity. Sum of other outputs is used as comparison for electricity. (1171+881)/402 Others divided by electricity |
| 68 | 2010 | TPE electricity + TPE loss = 1.095644748*TPE district heating | 1 | Fraction TPE district heating. Sum of other outputs is used as comparison for district heating. (402+881)/1171 Others divided by district heating |
| 69 | 2010 | Ind gas = Ind electricity + Ind loss | 1 | Balance Industrial Plants. In energy balance, inputs and outputs cancel out |
| 70 | 2010 | Ind electricity = 0.533333333*Ind loss | 1 | Fraction Ind loss. Amount of district heating is used as comparison for loss. 8/15 district heating per loss |
| 71 | 2010 | STP local heating = 1.243243243*CHP local heating | 1 | Fraction local heating producers. CHP local heating production is used as reference. 46/37 STP local heating divided by CHP local heating |
| 72 | 2010 | Ind electricity = 0.006831768*CHP electricity | 1 | Fraction electricity producers 1. 8/1171 Ind electricity divided by TPE district heating VﾄﾄRIN 2008 sivulla?? |
| 73 | 2010 | WWP electricity = 1.925925925*CHP electricity | 1 | Fraction electricity producers 2. CHP electricity production is used as reference. 52/27 WWP electricity divided by CHP electricity |
| 74 | 2010 | TPP electricity output = 2.259259259*CHP electricity | 1 | Fraction electricity producers 3. CHP electricity production is used as reference. 61/27 TPP electricity divided by CHP electricity |
| 75 | 2010 | TPE electricity = 14.888888888*CHP electricity | 1 | Fraction electricity producers 4. CHP electricity production is used as reference. 402/27 TPE electricity divided by CHP electricity |
| 76 | 2010 | Loss local heating = 0.057915058*STP local heating + 0.057915058*CHP local heating + 0.057915058*TPP local heating | 1 | Transmission loss local heating. Known loss divided by production. 15/(46+37+176) |
| 77 | 2010 | Loss electricity = 0.22*CHP electricity + 0.22*WWP electricity + 0.22*TPP electricity output + 0.22*TPE electricity + 0.22*Ind electricity | 1 | Transmission loss electricity. Known loss divided by production. 121/(27+52+61+402+8) |
| 78 | 2010 | Loss district heating = 0.102476516*TPE district heating | 1 | Transmission loss district heating. Known loss divided by production. 120/1171 |
| 79 | 2010 | CES local heating = 0.217391304*STP local heating | 1 | Consumption in the Energy Sector local heating. STP local heating is used as reference. 10/46 |
| 80 | 2010 | CES electricity = 4.259259259*CHP electricity | 1 | Consumption in the Energy Sector electricity. CHP electricity is used as reference. 115/27 |
| 81 | 2010 | V renewable energy = 0.235294118*STP renewable energy | 1 | Vorketten renewable energy. STP renewable energy is used as reference. 8/34 |
| 82 | 2010 | V coal = 0.103042198*TPE coal | 1 | Vorketten coal. TPE coal is used as reference. 105/1019 |
| 83 | 2010 | V electricity = 14.425373134*TPE electricity | 1 | Vorketten electricity. TPE electricity is used as reference. 5799/402 |
| 84 | 2010 | V gas = 14.181818181*CHP gas | 1 | Vorketten gas. CHP gas is used as reference. 468/33 |
| 85 | 2010 | V mineral oil = 31.352941176*TPP mineral oil | 1 | Vorketten mineral oil. TPP mineral oil is used as reference. 533/17 |
| 86 | 2010 | Bought electricity + CHP electricity + WWP electricity + TPP electricity output + TPE electricity + Ind electricity = STP electricity + TPP electricity input + Loss electricity + CES electricity + V electricity + Cons Ind electricity + Cons Traffic electricity + Cons Home electricity + Cons Commerce electricity | 1 | Electricity use balance. In energy balance, inputs and outputs cancel out |
| 87 | 2010 | STP local heating + CHP local heating + TPP local heating = Loss local heating + CES local heating + Cons Ind local heating + Cons Home local heating + Cons Commerce local heating | 1 | Local heating balance. In energy balance, inputs and outputs cancel out |
| 88 | 2010 | Bought district heating + TPE district heating = Loss district heating + Cons Ind district heating + Cons Home district heating + Cons Commerce district heating | 1 | District heating balance. In energy balance, inputs and outputs cancel out |
| 89 | 2010 | Cons Ind electricity = 2390 | 1 | Consumed electricity industry |
| 90 | 2010 | Cons Traffic electricity = 225 | 1 | Consumed electricity traffic |
| 91 | 2010 | Cons Home electricity = 1047 | 1 | Consumed electricity households |
| 92 | 2010 | Cons Commerce electricity = 498 | 1 | Consumed electricity commerce |
| 93 | 2010 | Cons Ind local heating = 6 | 1 | Consumed local heating industry |
| 94 | 2010 | Cons Home local heating = 34 | 1 | Consumed local heating households |
| 95 | 2010 | Cons Commerce local heating = 194 | 1 | Consumed local heating commerce |
| 96 | 2010 | Cons Ind district heating = 394 | 1 | Consumed districit heating industry |
| 97 | 2010 | Cons Home district heating = 73 | 1 | Consumed districit heating households |
| 98 | 2010 | Cons Commerce district heating = 927 | 1 | Consumed districit heating commerce |
| 99 | 2025 | STP renewable energy + STP electricity = STP local heating | 1 | Balance Solar Thermal Pump. In energy balance, inputs and outputs cancel out |
| 100 | 2025 | STP electricity = 0.352941176*STP renewable energy | 1 | Fraction STP renewable energy. Amount of electricity is used as comparison for renewable energy. 12/34 Electricity divided by renewable energy |
| 101 | 2025 | CHP gas + CHP renewable energy + CHP mineral oil = CHP local heating + CHP electricity + CHP loss | 1 | Balance CHP Plants. In energy balance, inputs and outputs cancel out |
| 102 | 2025 | CHP renewable energy + CHP mineral oil = 3.848484848*CHP gas | 1 | Fraction CHP gas. Sum of other fuels is used as comparison for gas. (116+11)/33 Others divided by gas |
| 103 | 2025 | CHP gas + CHP mineral oil = 0.379310344*CHP renewable energy | 1 | Sum of other fuels is used as comparison for renewable energy. Fraction CHP renewable energy. (33+11)/116 Others divided by renewable energy |
| 104 | 2025 | CHP electricity + CHP loss = 3.324324324*CHP local heating | 1 | Fraction CHP local heating. Sum of other outputs is used as comparison for local heating. (27+96)/37 Others divided by local heating. |
| 105 | 2025 | CHP local heating + CHP loss = 4.925925925*CHP electricity | 1 | Fraction CHP electricity. Sum of other outputs is used as comparison for electricity. (37+96)/27 Others divided by electricity |
| 106 | 2025 | WWP renewable energy = WWP electricity | 1 | Balance Water, Wind, Photovlotaics. In energy balance, inputs and outputs cancel out |
| 107 | 2025 | TPP electricity input + TPP mineral oil + TPP gas = TPP local heating + TPP electricity output + TPP loss | 1 | Balance Thermal Power Plant Pfaffenwald. In energy balance, inputs and outputs cancel out |
| 108 | 2025 | TPP mineral oil + TPP gas = 26*TPP electricity input | 1 | Fraction TPP electricity input. Sum of other fuels is used as comparison for electricity input. (17+217)/9 Others divided by electricity input |
| 109 | 2025 | TPP electricity input + TPP gas = 13.294117647*TPP mineral oil | 1 | Fraction TPP mineral oil. Sum of other fuels is used as comparison for mineral oil. (9+217)/17 Others divided by mineral oil |
| 110 | 2025 | TPP electricity output + TPP loss = 0.380681818*TPP local heating | 1 | Fraction TPP local heating. Sum of other outputs is used as comparison for local heating. (61+6)/176 Others divided by local heating |
| 111 | 2025 | TPP local heating +TPP loss = 2.983606557*TPP electricity output | 1 | Fraction TPP electricity output. Sum of other outputs is used as comparison for electricity. (176+6)/61 Others divided by electricity |
| 112 | 2025 | TPE waste + TPE gas + TPE coal + TPE mineral oil = TPE electricity + TPE district heating + TPE loss | 1 | Balance Thermal Power Plant EVU. In energy balance, inputs and outputs cancel out |
| 113 | 2025 | TPE gas + TPE coal + TPE mineral oil = 0.929245283*TPE waste | 1 | Fraction TPE waste. Sum of other fuels is used as comparison for waste. (162+1019+1)/1272 Others divided by waste |
| 114 | 2025 | TPE waste + TPE coal + TPE mineral oil = 14.148148148*TPE gas | 1 | Fraction TPE gas. Sum of other fuels is used as comparison for gas. (1272+1019+1)/162 Others divided by gas |
| 115 | 2025 | TPE waste + TPE gas + TPE mineral oil = 1.408243376*TPE coal | 1 | Fraction TPE coal. Sum of other fuels is used as comparison for coal. (1272+162+1)/1019 Others divided by coal |
| 116 | 2025 | TPE district heating + TPE loss = 5.104477612*TPE electricity | 1 | Fraction TPE electricity. Sum of other outputs is used as comparison for electricity. (1171+881)/402 Others divided by electricity |
| 117 | 2025 | TPE electricity + TPE loss = 1.095644748*TPE district heating | 1 | Fraction TPE district heating. Sum of other outputs is used as comparison for district heating. (402+881)/1171 Others divided by district heating |
| 118 | 2025 | Ind gas = Ind electricity + Ind loss | 1 | Balance Industrial Plants. In energy balance, inputs and outputs cancel out |
| 119 | 2025 | Ind electricity = 0.533333333*Ind loss | 1 | Fraction Ind loss. Amount of district heating is used as comparison for loss. 8/15 district heating per loss |
| 120 | 2025 | STP local heating = 1.243243243*CHP local heating | 1 | Fraction local heating producers. CHP local heating production is used as reference. 46/37 STP local heating divided by CHP local heating |
| 121 | 2025 | Ind electricity = 0.006831768*CHP electricity | 1 | Fraction electricity producers 1. 8/1171 Ind electricity divided by TPE district heating VﾄﾄRIN 2008 sivulla?? |
| 122 | 2025 | WWP electricity = 1.925925925*CHP electricity | 1 | Fraction electricity producers 2. CHP electricity production is used as reference. 52/27 WWP electricity divided by CHP electricity |
| 123 | 2025 | TPP electricity output = 2.259259259*CHP electricity | 1 | Fraction electricity producers 3. CHP electricity production is used as reference. 61/27 TPP electricity divided by CHP electricity |
| 124 | 2025 | TPE electricity = 14.888888888*CHP electricity | 1 | Fraction electricity producers 4. CHP electricity production is used as reference. 402/27 TPE electricity divided by CHP electricity |
| 125 | 2025 | Loss local heating = 0.057915058*STP local heating + 0.057915058*CHP local heating + 0.057915058*TPP local heating | 1 | Transmission loss local heating. Known loss divided by production. 15/(46+37+176) |
| 126 | 2025 | Loss electricity = 0.22*CHP electricity + 0.22*WWP electricity + 0.22*TPP electricity output + 0.22*TPE electricity + 0.22*Ind electricity | 1 | Transmission loss electricity. Known loss divided by production. 121/(27+52+61+402+8) |
| 127 | 2025 | Loss district heating = 0.102476516*TPE district heating | 1 | Transmission loss district heating. Known loss divided by production. 120/1171 |
| 128 | 2025 | CES local heating = 0.217391304*STP local heating | 1 | Consumption in the Energy Sector local heating. STP local heating is used as reference. 10/46 |
| 129 | 2025 | CES electricity = 4.259259259*CHP electricity | 1 | Consumption in the Energy Sector electricity. CHP electricity is used as reference. 115/27 |
| 130 | 2025 | V renewable energy = 0.235294118*STP renewable energy | 1 | Vorketten renewable energy. STP renewable energy is used as reference. 8/34 |
| 131 | 2025 | V coal = 0.161923454*TPE coal | 1 | Vorketten coal. TPE coal is used as reference. 165/1019 |
| 132 | 2025 | V electricity = 14.425373134*TPE electricity | 1 | Vorketten electricity. TPE electricity is used as reference. 5799/402 |
| 133 | 2025 | V gas = 14.181818181*CHP gas | 1 | Vorketten gas. CHP gas is used as reference. 468/33 |
| 134 | 2025 | V mineral oil = 31.352941176*TPP mineral oil | 1 | Vorketten mineral oil. TPP mineral oil is used as reference. 533/17 |
| 135 | 2025 | Bought electricity + CHP electricity + WWP electricity + TPP electricity output + TPE electricity + Ind electricity = STP electricity + TPP electricity input + Loss electricity + CES electricity + V electricity + Cons Ind electricity + Cons Traffic electricity + Cons Home electricity + Cons Commerce electricity | 1 | Electricity use balance. In energy balance, inputs and outputs cancel out |
| 136 | 2025 | STP local heating + CHP local heating + TPP local heating = Loss local heating + CES local heating + Cons Ind local heating + Cons Home local heating + Cons Commerce local heating | 1 | Local heating balance. In energy balance, inputs and outputs cancel out |
| 137 | 2025 | Bought district heating + TPE district heating = Loss district heating + Cons Ind district heating + Cons Home district heating + Cons Commerce district heating | 1 | District heating balance. In energy balance, inputs and outputs cancel out |
| 138 | 2025 | Cons Ind electricity = 2499 | 1 | Consumed electricity industry |
| 139 | 2025 | Cons Traffic electricity = 268 | 1 | Consumed electricity traffic |
| 140 | 2025 | Cons Home electricity = 1137 | 1 | Consumed electricity households |
| 141 | 2025 | Cons Commerce electricity = 485 | 1 | Consumed electricity commerce |
| 142 | 2025 | Cons Ind local heating = 6 | 1 | Consumed local heating industry |
| 143 | 2025 | Cons Home local heating = 38 | 1 | Consumed local heating households |
| 144 | 2025 | Cons Commerce local heating = 162 | 1 | Consumed local heating commerce |
| 145 | 2025 | Cons Ind district heating = 400 | 1 | Consumed districit heating industry |
| 146 | 2025 | Cons Home district heating = 74 | 1 | Consumed districit heating households |
| 147 | 2025 | Cons Commerce district heating = 941 | 1 | Consumed districit heating commerce |
There are no nonlinearities.
Calculations
- See Energy balance.
- Model version for ISEE 2013 results. Model run
- Old code available here. Unfortunately it does not run any more, because input data has been reformatted.
See also
- Previous way of presenting energy balances in Stuttgart: consumption, transformations, supply
- About large systems of non-linear equations: BB package in R
Keywords
References
