Difference between revisions of "Emission factors for burning processes"

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{{variable|moderator=Pauliina}}
+
<noinclude>{{method|moderator=Pauliina}}
[[Category: BIOHER]]
+
[[Category:BIOHER]]
[[Category: Emission factors]]
+
[[Category:Emission factors]]
 
[[Category:Energy]]
 
[[Category:Energy]]
 
[[Category:Emission]]
 
[[Category:Emission]]
 
[[Category:Contains R code]]
 
[[Category:Contains R code]]
 
+
</noinclude>
Buildings need to be heated in winter so Combined Heat and Power (CHP) plants are placed to cities close to humans. Emissions have health impacts locally and globally.
 
  
 
== Question  ==
 
== Question  ==
  
What are the emission factors for burning processes in Finland? Emission factors are estimated in Finland and kettle/plant types used in Finland only.
+
What are the emission factors for burning processes and how to estimate emissions based on them? The focus is on the situation in Finland.
  
 
== Answer ==
 
== Answer ==
  
{{attack|# |Rcode for getting the ovariable is missing.|--[[User:Jouni|Jouni]] 22:05, 26 February 2013 (EET)}}
+
[[File:Emissions from heating in Helsinki.png|thumb|centre|600px|Example of the use of emission factors: CO<sub>2</sub> and fine particle emissions in Helsinki. Scenarios are based on [[Helsinki energy decision 2015]].]]
  
== Rationale ==
+
An example code for downloading and using the variable.
  
See evaluation of the page {{disclink|Evaluation by Jukka and Sami}}.
+
<rcode embed=1>
 +
## This code is Op_en2719/ on page [[Emission factors for burning processes]].
  
See discussions with the statements in the discussion page.{{disclink|Discussions of emission factors}}
+
library(OpasnetUtils)
 +
library(ggplot2)
  
=== Data  ===
+
objects.latest("Op_en2791", code_name = "emissionstest")
 +
objects.latest("Op_en2791", code_name = "emissionFactors")
  
===Emission factors for heating===
+
oprint(summary(EvalOutput(emissionFactors)))
  
This data are used in [[Urgenche]].
+
</rcode>
  
<t2b name='Emission factors for wood heating' index="Type,Observation" locations="Activity in Finland,PM2.5 emission factor" desc="Description" unit="PJ /a; mg /MJ">
+
== Rationale ==
Residential buildings|34.2 (30.8-37.6)||Karvosenoja et al. 2008
 
Primary wood-heated residential buildings|20.2 (16.6-23.9)||Karvosenoja et al. 2008
 
Manual feed boilers with accumulator tank|5.42 (3.89-7.22)|80.0 (37.6-150)|Karvosenoja et al. 2008
 
Manual feed boilers without accumulator tank|2.67 (1.67-3.87)|700 (329-1310)|Karvosenoja et al. 2008
 
Automatic feed wood chip boilers|1.46 (1.01-2)|50.0 (23.5-93.9)|Karvosenoja et al. 2008
 
Automatic feed pellet boilers|0.102 (0.0693-0.142)|30.0 (14.1-56.3)|Karvosenoja et al. 2008
 
Iron stoves|0.142 (0.0976-0.196)|700 (329-1310)|Karvosenoja et al. 2008
 
Other stoves and ovens|10.2 (7.86-12.8)|140 (65.8-263)|Karvosenoja et al. 2008
 
Low-emission stoves|0|80 (37.6-150)|Karvosenoja et al. 2008
 
Open fireplaces|0.163 (0.111-0.224)|800 (376-1500)|Karvosenoja et al. 2008
 
Supplementary wood-heated residential buildings|14.0 (10.7-17.4)||Karvosenoja et al. 2008
 
Iron stoves|0.212 (0.135-0.316)|700 (329-1310)|Karvosenoja et al. 2008
 
Other stoves and ovens|13.6 (10.4-16.9)|140 (65.8-263)|Karvosenoja et al. 2008
 
Low-emission stoves|0|80 (37.6-150)|Karvosenoja et al. 2008
 
Open fireplaces|0.222 (0.14-0.332)|800 (376-1500)|Karvosenoja et al. 2008
 
Recreational buildings|5.00 (4.50-5.50)||Karvosenoja et al. 2008
 
Iron stoves|0.782 (0.372-1.37)|700 (329-1310)|Karvosenoja et al. 2008
 
Other stoves and ovens|3.96 (3.19-4.59)|140 (65.8-263)|Karvosenoja et al. 2008
 
Open fireplaces|0.262 (0.118-0.477)|800 (376-1500)|Karvosenoja et al. 2008
 
</t2b>
 
  
Karvosenoja et al. 2008 <ref>Karvosenoja et al. 2008 [http://www.researchgate.net/publication/235763046_Evaluation_of_the_emissions_and_uncertainties_of_PM2.5_originated_from_vehicular_traffic_and_domestic_wood_combustion_in_Finland]</ref>
+
=== Inputs and calculations ===
  
The table below contains the current situation for Kuopio and Basel. Kuopio uses 'District', and Basel uses 'Long-distance heating'.
+
{| {{prettytable}}
 +
|+'''Variables needed for calculating emissions.
 +
! Dependencies || Measure || Indices || Missing data
 +
|----
 +
| fuelUse (from [[Energy balance]] or other relevant source)
 +
| Amount of fuel used per timepoint.
 +
| Required indices: Fuel. Typical indices: Plant
 +
|
 +
|----
 +
| emissionsLocations (case-specific knowledge from e.g. [[Helsinki energy production]])
 +
| Tells how where emissions occur and from how high a stack.
 +
| Required indices: - . Typical indices: Plant
 +
|
 +
|----
 +
| emissionFactors (generic information, but may be cultural differences. E.g. [[Emission factors for burning processes]] ##
 +
| emissions per unit of energy produced (g / J or similar unit)
 +
| Required indices: Pollutant, Fuel. Typical indices:  Burner.
 +
|
 +
|----
 +
|}
 +
 
 +
<rcode name='emissionstest' label='Initiate emissions (only for developers)' embed=1 store=1>
 +
###This code is Op_en2791/emissionstest on page [[Emission factors for burning processes]].
 +
 
 +
library(OpasnetUtils)
 +
 
 +
####### Calculate emissions
 +
 
 +
emissions <- Ovariable("emissions",
 +
dependencies = data.frame(
 +
Name = c(
 +
"fuelUse", # Use of fuels (in MJ)
 +
"emissionFactors", # Emissions of different pollutants per energy (mg /MJ)
 +
"emissionLocations" # Locations where the emissions are emitted, indexed by City_area or Plant
 +
),
 +
Ident = c(
 +
NA, # typically from [[Energy balance]] but there are other ways to calculate
 +
"Op_en2791/emissionFactors", # [[Emission factors for burning processes]]
 +
NA # Case-specific data on locations of emissions.
 +
)
 +
),
 +
formula = function(...) {
 +
 
 +
# convert from mg to ton emitted.
 +
out <- fuelUse * emissionFactors * 1E-9
 +
 
 +
if(!"City_area" %in% colnames(out@output)) {
 +
out <- out * Ovariable(
 +
output = data.frame(City_area = "Not known", Result = 1),
 +
marginal = c(TRUE, FALSE)
 +
)
 +
}
 +
out <- unkeep(out * emissionLocations, sources = TRUE, prevresults = TRUE)
 +
 +
out@output$Emission_site <- as.factor(ifelse(
 +
out@output$Emission_site == "At site of consumption",
 +
as.character(out@output$City_area),
 +
as.character(out@output$Emission_site)
 +
))
 +
 
 +
out <- oapply(
 +
out,
 +
cols = c("Burner", "City_area"),
 +
FUN = sum
 +
)
 +
return(out)
 +
}
 +
)
 +
 
 +
objects.store(emissions)
 +
cat("Ovariable emissions stored.\n")
 +
 
 +
</rcode>
 +
 
 +
===Emission factors for heating===
  
<t2b name='Fuel use in different heating types' index='Heating,Burner,Fuel' obs='Fraction' desc='Description' unit='-'>
+
<t2b name='Emission factors of energy production' index='Burner,Fuel,Pollutant' locations='PM2.5,CO2direct,CO2trade,CO2eq' desc='Description' unit='mg /MJ'>
Wood|Domestic|Wood|1|
+
Household|Wood|140 (65.8-263)|74200|0|8333|Other stoves and ovens. Karvosenoja et al. 2008
Oil|Domestic|Light oil|1|
+
Household|Biofuel|140 (65.8-263)|74200|0|8333|Other stoves and ovens. Karvosenoja et al. 2008
Gas|Domestic|Gas|1|
+
Household|Light oil|0-10|74200-87222|74200|87222|Light oil <5 MW Emission factors for burning processes. Light oil 267 kg /MWh
Heating oil|Domestic|Light oil|1|
+
Household|Oil|0-10|74200-87222|74200|87222|Light oil <5 MW Emission factors for burning processes. Light oil 267 kg /MWh
Other sources|Domestic|Other sources|1|
+
Household|Other sources|0-10|74200|74200|74200|Same as oil.
No energy source|Domestic|Other sources|1|
+
Household|Coal|0-10|74200-87222|74200|87222|
Geothermal|Grid|Electricity|0.3|
+
Household|Geothermal|0-10|74200-87222|74200|87222|
Centrifuge, hydro-extractor|Grid|Electricity|0.3|Not quite clear what this is but presumably a heat pump.
+
Household|Gas|0-3|55650|55650|55650|For PM2.5: one third of that of oil. For CO2: 3/4 of that of oil.
Solar heater/ collector|Grid|Electricity|0.1|Use only; life-cycle impacts omitted.
+
Household|Fuel oil|0-10|74200-87222|74200|87222|Light oil <5 MW Emission factors for burning processes. Light oil 267 kg /MWh
Electricity|Grid|Electricity|1|
+
Domestic|Wood|140 (65.8-263)|74200|0|8333|Other stoves and ovens. Karvosenoja et al. 2008 Just repeat the previous rows to match different wording of burners.
Long-distance heating|Large fluidized bed|Gas|1|
+
Domestic|Biofuel|140 (65.8-263)|74200|0|8333|Other stoves and ovens. Karvosenoja et al. 2008
Coal|Large fluidized bed|Coal|1|
+
Domestic|Light oil|0-10|74200-87222|74200|87222|Light oil <5 MW Emission factors for burning processes. Light oil 267 kg /MWh
District|Large fluidized bed|Wood|0.1|
+
Domestic|Oil|0-10|74200-87222|74200|87222|Light oil <5 MW Emission factors for burning processes. Light oil 267 kg /MWh
District|Large fluidized bed|Peat|0.85|
+
Domestic|Other sources|0-10|74200|74200|74200|Same as oil.
District|Large fluidized bed|Heavy oil|0.05|
+
Domestic|Coal|0-10|74200-87222|74200|87222|
 +
Domestic|Geothermal|0-10|74200-87222|74200|87222|
 +
Domestic|Gas|0-3|55650|55650|55650|For PM2.5: one third of that of oil. For CO2: 3/4 of that of oil.
 +
Domestic|Fuel oil|0-10|74200-87222|74200|87222|Light oil <5 MW Emission factors for burning processes. Light oil 267 kg /MWh
 +
Diesel engine|Fuel oil|0-10|74200-87222|74200|87222|Light oil <5 MW Emission factors for burning processes. Light oil 267 kg /MWh
 +
Diesel engine|Light oil|0-10|74200-87222|74200|87222|
 +
Diesel engine|Biofuel|0-10|74200-87222|74200|87222|
 +
Large fluidized bed|Gas|0-3|55650|55650|55650|For PM2.5: one third of that of oil. For CO2: 3/4 of that of oil.
 +
Large fluidized bed|Coal|2-20|106000|106000|106000|Same as peat.
 +
Large fluidized bed|Wood|2-20|74200|0|74200|Leijupoltto 100-300 MW Emission factors for burning processes. Karvosenoja et al., 2008
 +
Large fluidized bed|Biofuel|2-20|74200|0|74200|Leijupoltto 100-300 MW Emission factors for burning processes. Karvosenoja et al., 2008
 +
Large fluidized bed|Waste|2-20|74200|0|-50000|CO2trade same as wood. CO2eq is guesswork but it is negative because without burning it would produce methane in landfill
 +
Large fluidized bed|Peat|2-20|106000|106000|107500|Leijupoltto 100-300 MW Emission factors for burning processes. Peat 382 kg /MWh
 +
Large fluidized bed|Heavy oil|8-22|91111-106000|106000|91111|Leijupoltto 100-300 MW Emission factors for burning processes. Peat 382 kg /MWh
 +
Large fluidized bed|Fuel oil|8-22|91111-106000|106000|91111|Leijupoltto 100-300 MW Emission factors for burning processes. Peat 382 kg /MWh
 +
Grid|Electricity|1-10|53000|212000|53000|50 % of large-scale burning (because of nuclear and hydro). Heavy oil 279 kg /MWh. Officially, electricity is not CHP but requires a double amount of coal to produce it.
 +
None|Electricity_taxed|1-10|53000|212000|53000|50 % of large-scale burning (because of nuclear and hydro). Heavy oil 279 kg /MWh. Officially, electricity is not CHP but requires a double amount of coal to produce it. These emissions are assumed when power plants buy electricity from the grid.
 +
None|Electricity|0|0|0|0|We might want to keep these locations in the model, but we assume that emissions are zero.
 +
None|Heat|0|0|0|0|We might want to keep these locations in the model, but we assume that emissions are zero.
 +
None|Cooling|0|0|0|0|We might want to keep these locations in the model, but we assume that emissions are zero.
 
</t2b>
 
</t2b>
  
<t2b name='Emission factors of energy production' index='Burner,Fuel,Pollutant' locations='PM2.5,CO2,CO2official' desc='Description' unit='mg /MJ'>
+
*Large fluidized bed (Peat) CO<sub>2</sub>-eq value from Väisänen, Sanni: Greenhouse gas emissions from peat and biomass-derived fuels, electricity and heat — Estimation of various production chains by using LCA methodology<ref name="SVäisänen">Väisänen S: Greenhouse gas emissions from peat and biomass-derived fuels, electricity and heat - Estimation of various production chains by using LCA methodology. Lappeenranta University of Technology. 2014. http://www.doria.fi/bitstream/handle/10024/94404/isbn9789522655578.pdf?sequence=2</ref>
Domestic|Wood|80.0 (37.6-150)|74200|0|Manual feed boilers with accumulator tank (Karvosenoja et al. 2008)
+
*Other CO<sub>2</sub>-eq values from [http://www.tut.fi/ee/Materiaali/Ekorem/EKOREM_LP_ja_sahko_raportti_051128.pdf EKOREM]: Sähkölämmitys ja lämpöpumput sähkönkäyttäjinä ja päästöjen aiheuttajina Suomessa.
Domestic|Light oil|0-10|74200|74200|Light oil <5 MW Emission factors for burning processes. Light oil 267 kg /MWh
+
* Classes of climate emissions:
Domestic|Other sources|0-10|74200|74200|Same as oil.
+
*; CO2direct: Direct CO<sub>2</sub> emissions from the stack
Domestic|Gas|0-3|55650|55650|For PM2.5: one third of that of oil. For CO2: 3/4 of that of oil.
+
*; CO2trade: CO<sub>2</sub> emissions as they are defined in the emission trade. Non-trade sectors have emission 0.
Large fuildized bed|Gas|0-3|55650|55650|For PM2.5: one third of that of oil. For CO2: 3/4 of that of oil.
+
*; CO2eq: CO<sub>2</sub> emissions as equivalents (i.e. includes methane, N<sub>2</sub>O and other climate emissions based on life cycle impacts.
Large fluidized bed|Coal|2-20|106000|106000|Same as peat.
 
Large fluidized bed|Wood|2-20|74200|0|Leijupoltto 100-300 MW Emission factors for burning processes. Karvosenoja et al., 2008
 
Large fluidized bed|Peat|2-20|106000|106000|Leijupoltto 100-300 MW Emission factors for burning processes. Peat 382 kg /MWh
 
Large fluidized bed|Heavy oil|8-22|106000|106000|Leijupoltto 100-300 MW Emission factors for burning processes. Peat 382 kg /MWh
 
Grid|Electricity|1-10|53000|212000|50 % of large-scale burning (because of nuclear and hydro). Heavy oil 279 kg /MWh. Officially, electricity is not CHP but requires a double amount of coal to produce it.
 
</t2b>
 
  
* [http://www.doria.fi/bitstream/handle/10024/94404/isbn9789522655578.pdf?sequence=2 Sanni Väisänen]: Greenhouse gas emissions from peat and biomass-derived fuels, electricity and heat — Estimation of various production chains by using LCA methodology {{comment|# |This work should be carefully read. It may affect values.|--[[User:Jouni|Jouni]] ([[User talk:Jouni|talk]]) 13:27, 20 March 2014 (EET)}}
+
In Finland there are about 700 kettles that have under 5MW fuel power. Same amount is between 5 to 50 MW kettles and over 50 MW kettles there are 200 in Finland. One heating power plant can have several kettles. Many 5-50 MW power plants have also less than 5 MW a kettle. <ref> http://www.ymparisto.fi/download.asp?contentid=3706 {{attack|# |Link broken. I simply don't know what this is supposed to be.|--~~~~}}</ref>
  
In Finland there are about 700 kettles that has under 5MW fuel power. Same amount is between 5 to 50 MW kettles and over 50 MW kettles there are 200 in Finland. One heating power plant can have several kettles. Many 5-50 MW power plants has also less than 5 MW kettle. <ref>http://www.ymparisto.fi/download.asp?contentid=3706
+
:''See further discussions about emission factors of wood burning and other topics on the discussion page.{{disclink|Discussions of emission factors}}
</ref>
 
  
===Other data===
+
<rcode name='emissionFactors' embed=1 label='Initiate emissionFactors (only for developers)'>
  
Table 1. Describing emission types in different kind of plants and kettles with differen fuels and fuel power.
+
# This is code Op_en2791/emissionFactors on page [[Emission factors for burning processes]].
 +
library(OpasnetUtils)
  
<t2b index="Type of plant or kettle,Fuel power (MW),Fuel,Emission type,PM separator,Observation" locations="Unit,Result,Description" unit="kg /MWh or mg /MJ
+
emissionFactors <- Ovariable(
">
+
name = 'emissionFactors',
-|-|Heavy oil|CO2|-|kg /MWh|279|-
+
ddata = 'Op_en2791', # [[Emission factors for burning processes]]
Poltinpoltto|<5|Heavy oil|PM|partly syklone|mg /MJ|20-90|Number of plants: 300
+
subset = 'Emission factors of energy production'
Poltinpoltto|5-15|Heavy oil|PM|partly syklone|mg /MJ|10-70|200
+
)
Poltinpoltto|15-50|Heavy oil|PM|partly syklone|mg /MJ|5-40|100
+
 
-|>50|Heavy oil|TSP|-|mg /MJ|15 (5-30)|Savolahti M., Personal communication
+
objects.store(emissionFactors)
-|>50|Heavy oil|PM2.5|-|mg /MJ|5 (1.5-9)|Savolahti M., Personal communication
+
cat("Objects emissionFactors initiated!\n")
-|-|Light oil|CO2|-|kg /MWh|267|-
+
 
Poltinpoltto|<5|Light oil|PM|-|mg /MJ|0-10|20
+
</rcode>
Poltinpoltto|5-15|Light oil|PM|-|mg /MJ|0-10|20
+
<noinclude>
Poltinpoltto|15-50|Light oil|PM|-|mg /MJ|0-10|10
+
 
Diesel/kaasumoottori|20-40|Heavy oil|PM|-|mg /MJ|30-60|2
+
===Other data===
-|-|Wood|CO2|-|kg /MWh|0|-
+
 
Kerrosleijukattila|5-10|Wood|PM|electric|mg /MJ|10-70|8
+
This is other important data that wasn't in the end used in the model's calculations. These include for example emission factors for wood heating, emission types for different kinds of plants, kettles and fuels, and energy and sulphur contents of different fuels.
Kerrosleijukattila|10-50|Wood|PM|electric|mg /MJ|5-30|10
+
 
Kiertoleijukattila|5-10|Wood|PM|electric|mg /MJ|5-30|4
+
{| class="wikitable collapsible collapsed"
Puuarinakattila|<5|Wood|PM|syklone/electric|mg /MJ|20-150|120
+
! Show details
Puuarinakattila|5-10|Wood|PM|syklone/electric|mg /MJ|20-150|50
+
|----
Puuarinakattila|10-50|Wood|PM|syklone/electric|mg /MJ|10-150|35
+
|
Kaasutuskattila|2-7|Wood|PM|syklone|mg /MJ|50-150|5
+
 
Leijupoltto|20-100|Wood|PM2.5|(multisyklone+) electric|mg /MJ|2-20|Reference: VTT 2005
+
These data are used in [[Urgenche]].
Leijupoltto|20-100|Biomass|PM2.5|(multisyklone+) electric|mg /MJ|2-20|Reference: VTT 2005;wood > biomass
+
 
Leijupoltto|100-300|Wood|PM2.5|(multisyklone+) electric|mg /MJ|1-15|VTT 2005
+
<t2b name='Emission factors for wood heating' index="Type,Observation" locations="Activity in Finland,PM2.5 emission factor" desc="Description" unit="PJ /a; mg /MJ">
-|-|Peat|CO2|-|kg /MWh|382|-
+
Residential buildings|34.2 (30.8-37.6)||Karvosenoja et al. 2008
Leijupoltto|5-20|Peat|PM2.5|(multisyklone+) electric|mg /MJ|5-25|VTT 2005
+
Primary wood-heated residential buildings|20.2 (16.6-23.9)||Karvosenoja et al. 2008
Leijupoltto|20-100|Peat|PM2.5|(multisyklone+) electric|mg /MJ|4-23|VTT 2005
+
Manual feed boilers with accumulator tank|5.42 (3.89-7.22)|80.0 (37.6-150)|Karvosenoja et al. 2008
Leijupoltto|100-300|Peat|PM2.5|(multisyklone+) electric|mg /MJ|2-20|VTT 2005
+
Manual feed boilers without accumulator tank|2.67 (1.67-3.87)|700 (329-1310)|Karvosenoja et al. 2008
Leijupoltto|300-500|Peat|PM2.5|electric|mg /MJ|2-15|VTT 2005
+
Automatic feed wood chip boilers|1.46 (1.01-2)|50.0 (23.5-93.9)|Karvosenoja et al. 2008
Leijupoltto|>500|Peat|PM2.5|electric|mg /MJ|2|VTT 2005
+
Automatic feed pellet boilers|0.102 (0.0693-0.142)|30.0 (14.1-56.3)|Karvosenoja et al. 2008
|5-20|Heavy oil|PM2.5|-|mg /MJ|4-38|VTT 2005
+
Iron stoves|0.142 (0.0976-0.196)|700 (329-1310)|Karvosenoja et al. 2008
|20-100|Heavy oil|PM2.5|-|mg /MJ|8-53|VTT 2005
+
Other stoves and ovens|10.2 (7.86-12.8)|140 (65.8-263)|Karvosenoja et al. 2008
|20-100|Heavy oil|PM2.5|cyclone/multicyclone|mg /MJ|5-24|VTT 2005
+
Low-emission stoves|0|80 (37.6-150)|Karvosenoja et al. 2008
|100-300|Heavy oil|PM2.5|-|mg /MJ|8-22|VTT 2005
+
Open fireplaces|0.163 (0.111-0.224)|800 (376-1500)|Karvosenoja et al. 2008
|100-300|Heavy oil|PM2.5|cyclone/multicyclone|mg /MJ|4-13|VTT 2005
+
Supplementary wood-heated residential buildings|14.0 (10.7-17.4)||Karvosenoja et al. 2008
</t2b>
+
Iron stoves|0.212 (0.135-0.316)|700 (329-1310)|Karvosenoja et al. 2008
 +
Other stoves and ovens|13.6 (10.4-16.9)|140 (65.8-263)|Karvosenoja et al. 2008
 +
Low-emission stoves|0|80 (37.6-150)|Karvosenoja et al. 2008
 +
Open fireplaces|0.222 (0.14-0.332)|800 (376-1500)|Karvosenoja et al. 2008
 +
Recreational buildings|5.00 (4.50-5.50)||Karvosenoja et al. 2008
 +
Iron stoves|0.782 (0.372-1.37)|700 (329-1310)|Karvosenoja et al. 2008
 +
Other stoves and ovens|3.96 (3.19-4.59)|140 (65.8-263)|Karvosenoja et al. 2008
 +
Open fireplaces|0.262 (0.118-0.477)|800 (376-1500)|Karvosenoja et al. 2008
 +
</t2b>
 +
 
 +
Karvosenoja et al. 2008 <ref>Karvosenoja et al. 2008 [http://www.researchgate.net/publication/235763046_Evaluation_of_the_emissions_and_uncertainties_of_PM2.5_originated_from_vehicular_traffic_and_domestic_wood_combustion_in_Finland]</ref>
 +
 
 +
'''Table 1. Describing emission types in different kind of plants and kettles with different fuels and fuel power.
 +
 
 +
<t2b index="Type of plant or kettle,Fuel power (MW),Fuel,Emission type,PM separator,Observation" locations="Unit,Result,Description" unit="kg /MWh or mg /MJ
 +
">
 +
-|-|Heavy oil|CO2|-|kg /MWh|279|-
 +
Poltinpoltto|<5|Heavy oil|PM|partly syklone|mg /MJ|20-90|Number of plants: 300
 +
Poltinpoltto|5-15|Heavy oil|PM|partly syklone|mg /MJ|10-70|200
 +
Poltinpoltto|15-50|Heavy oil|PM|partly syklone|mg /MJ|5-40|100
 +
-|>50|Heavy oil|TSP|-|mg /MJ|15 (5-30)|Savolahti M., Personal communication
 +
-|>50|Heavy oil|PM2.5|-|mg /MJ|5 (1.5-9)|Savolahti M., Personal communication
 +
-|-|Light oil|CO2|-|kg /MWh|267|-
 +
Poltinpoltto|<5|Light oil|PM|-|mg /MJ|0-10|20
 +
Poltinpoltto|5-15|Light oil|PM|-|mg /MJ|0-10|20
 +
Poltinpoltto|15-50|Light oil|PM|-|mg /MJ|0-10|10
 +
Diesel/kaasumoottori|20-40|Heavy oil|PM|-|mg /MJ|30-60|2
 +
-|-|Wood|CO2|-|kg /MWh|0|-
 +
Kerrosleijukattila|5-10|Wood|PM|electric|mg /MJ|10-70|8
 +
Kerrosleijukattila|10-50|Wood|PM|electric|mg /MJ|5-30|10
 +
Kiertoleijukattila|5-10|Wood|PM|electric|mg /MJ|5-30|4
 +
Puuarinakattila|<5|Wood|PM|syklone/electric|mg /MJ|20-150|120
 +
Puuarinakattila|5-10|Wood|PM|syklone/electric|mg /MJ|20-150|50
 +
Puuarinakattila|10-50|Wood|PM|syklone/electric|mg /MJ|10-150|35
 +
Kaasutuskattila|2-7|Wood|PM|syklone|mg /MJ|50-150|5
 +
Leijupoltto|20-100|Wood|PM2.5|(multisyklone+) electric|mg /MJ|2-20|Reference: VTT 2005
 +
Leijupoltto|20-100|Biomass|PM2.5|(multisyklone+) electric|mg /MJ|2-20|Reference: VTT 2005;wood > biomass
 +
Leijupoltto|100-300|Wood|PM2.5|(multisyklone+) electric|mg /MJ|1-15|VTT 2005
 +
-|-|Peat|CO2|-|kg /MWh|382|-
 +
Leijupoltto|5-20|Peat|PM2.5|(multisyklone+) electric|mg /MJ|5-25|VTT 2005
 +
Leijupoltto|20-100|Peat|PM2.5|(multisyklone+) electric|mg /MJ|4-23|VTT 2005
 +
Leijupoltto|100-300|Peat|PM2.5|(multisyklone+) electric|mg /MJ|2-20|VTT 2005
 +
Leijupoltto|300-500|Peat|PM2.5|electric|mg /MJ|2-15|VTT 2005
 +
Leijupoltto|>500|Peat|PM2.5|electric|mg /MJ|2|VTT 2005
 +
|5-20|Heavy oil|PM2.5|-|mg /MJ|4-38|VTT 2005
 +
|20-100|Heavy oil|PM2.5|-|mg /MJ|8-53|VTT 2005
 +
|20-100|Heavy oil|PM2.5|cyclone/multicyclone|mg /MJ|5-24|VTT 2005
 +
|100-300|Heavy oil|PM2.5|-|mg /MJ|8-22|VTT 2005
 +
|100-300|Heavy oil|PM2.5|cyclone/multicyclone|mg /MJ|4-13|VTT 2005
 +
</t2b>
 +
 
 +
VTT 2005 <ref>http://www.vtt.fi/inf/pdf/tiedotteet/2005/T2300.pdf</ref>
 +
 
 +
Emission factors vary greatly depending on kettle or plant type, fuel type and fuel power. Type of emission and
 +
possible PM separator also affect to EF number.
 +
 
 +
Data been used in this page is from many different study and sources to get wide data base for EF caculations.
 +
 
 +
<u>Emission factors from Matti's conceptual model</u>
 +
 
 +
This data comes from [[:File:UrgencheConceptualModel.xlsx]].
 +
 
 +
Table 2.
 +
{| {{prettytable}}
 +
|+ '''Emission factors (t/TJt)
 +
|----
 +
! || ||CO2 (+CO)|| CH4|| BC|| Fine PM|| SO2|| NO
 +
|----
 +
|| Power plant/industry scale|| Coal|| 101|| 0.001|| 0.02|| 5|| 0.7|| 0.3
 +
|----
 +
|| Power plant/industry scale|| Oil (residual)|| 82|| 0.003|| 0.02|| 0.01|| 0.5|| 0.1
 +
|----
 +
|| Power plant/industry scale|| NatGas|| 59|| 0.001|| 0.005|| 0|| 0|| 0.06
 +
|----
 +
|| Power plant/industry scale|| Biomass (ww+agr)|| 130|| 0.025|| 0.05|| 1|| 0|| 0.2
 +
|----
 +
|| Power plant/industry scale|| Municipal waste|| 100|| 0.029|| 0.05|| 1|| 0|| 0.2
 +
|----
 +
|| Local heating|| Coal|| 103|| 0.301|| 14|| 8|| 1|| 0.1
 +
|----
 +
|| Local heating|| Oil (distillate)|| 78|| 0.010|| 0.2|| 0|| 0.5|| 0.04
 +
|----
 +
|| Local heating|| NatGas|| 59|| 0.005|| 0.01|| 0|| 0|| 0.02
 +
|----
 +
|| Local heating|| Biomass (wood)|| 148|| 0.253|| 10|| 1|| 0|| 0.7
 +
|----
 +
|| Transport|| Petrol|| 67|| 0.001|| || 0.01|| ||
 +
|----
 +
|| Transport|| Diesel|| 69|| 0.001|| || 0.028|| EURO-III (CRT traps)||
 +
|----
 +
|| Transport|| LNG|| 70|| 0.001|| || 0.007|| ||
 +
|----
 +
|| Transport|| Liq biofuel|| 64|| 0.010|| || 0.03|| ||
 +
|----
 +
|}
  
VTT 2005 <ref>http://www.vtt.fi/inf/pdf/tiedotteet/2005/T2300.pdf</ref>
+
Table 3.
 
 
Emission factors vary greatly depending on kettle or plant type, fuel type and fuel power. Type of emission and
 
possible PM separator also affect to EF number.
 
 
 
Data been used in this page is from many different study and sources to get wide data base for EF caculations.
 
 
 
<u>Emission factors from Matti's conceptual model</u>
 
 
 
This data comes from [[:File:UrgencheConceptualModel.xlsx]].
 
 
 
Table 2.
 
 
{| {{prettytable}}
 
{| {{prettytable}}
|+ '''Emission factors (t/TJt)
+
|+ '''Energy contents
 
|----
 
|----
! || ||CO2 (+CO)|| CH4|| BC|| Fine PM|| SO2|| NO
+
|| C2H5OH|| 29.700|| MJ/kg
|----
 
|| Power plant/industry scale|| Coal|| 101|| 0.001|| 0.02|| 5|| 0.7|| 0.3
 
|----
 
|| Power plant/industry scale|| Oil (residual)|| 82|| 0.003|| 0.02|| 0.01|| 0.5|| 0.1
 
|----
 
|| Power plant/industry scale|| NatGas|| 59|| 0.001|| 0.005|| 0|| 0|| 0.06
 
|----
 
|| Power plant/industry scale|| Biomass (ww+agr)|| 130|| 0.025|| 0.05|| 1|| 0|| 0.2
 
|----
 
|| Power plant/industry scale|| Municipal waste|| 100|| 0.029|| 0.05|| 1|| 0|| 0.2
 
|----
 
|| Local heating|| Coal|| 103|| 0.301|| 14|| 8|| 1|| 0.1
 
|----
 
|| Local heating|| Oil (distillate)|| 78|| 0.010|| 0.2|| 0|| 0.5|| 0.04
 
|----
 
|| Local heating|| NatGas|| 59|| 0.005|| 0.01|| 0|| 0|| 0.02
 
|----
 
|| Local heating|| Biomass (wood)|| 148|| 0.253|| 10|| 1|| 0|| 0.7
 
|----
 
|| Transport|| Petrol|| 67|| 0.001|| || 0.01|| ||
 
|----
 
|| Transport|| Diesel|| 69|| 0.001|| || 0.028|| EURO-III (CRT traps)||
 
|----
 
|| Transport|| LNG|| 70|| 0.001|| || 0.007|| ||
 
|----
 
|| Transport|| Liq biofuel|| 64|| 0.010|| || 0.03|| ||
 
|----
 
|}
 
 
 
Table 3.
 
{| {{prettytable}}
 
|+ '''Energy contents
 
|----
 
|| C2H5OH|| 29.700|| MJ/kg
 
 
|----
 
|----
 
|| C2|| 24.000|| molecular weight
 
|| C2|| 24.000|| molecular weight
Line 188: Line 306:
 
|| O|| 16.000|| molecular weight
 
|| O|| 16.000|| molecular weight
 
|----
 
|----
|| Petrol || 45|| MJ/kg
+
|| Petrol || 43 || MJ/kg
 
|----
 
|----
 
|| Diesel|| 45|| MJ/kg
 
|| Diesel|| 45|| MJ/kg
 
|----
 
|----
|| LNG|| 56|| MJ/kg
+
|| Liquefied natural gas (LNG) || 56|| MJ/kg
 +
|---
 +
|| Gas || 49,00 || MJ/kg
 +
|---
 +
|| Solid biofuel || 7,00 || MJ/kg
 +
|---
 +
|| Liquid biofuel || 29,00 || MJ/kg
 +
|---
 +
|| Coal || 25,60 || MJ/kg
 +
|---
 +
|| Crude oil || 43,0 || MJ/kg
 
|----
 
|----
 
|| 1 kg ethanol = || 0.522|| kg C
 
|| 1 kg ethanol = || 0.522|| kg C
Line 218: Line 346:
 
|| Petrol S|| 0.05
 
|| Petrol S|| 0.05
 
|----
 
|----
 +
|}
 +
 +
Table x
 +
 +
This data comes from [[File:Energy supply in Europe.xls]].
 +
 +
{| {{prettytable}}
 +
|+ '''Fuel ash and sulfur contents of fuels (%)
 +
! Fuel !! Ash !! Sulfur
 +
|---
 +
| Coal and peat || 11,0 || 1,1
 +
|---
 +
| Crude oil || 0,4 || 2,5
 +
|---
 +
| Petrochem products || 0,04 || 1,5
 +
|---
 +
| Biofuel and waste || 0,5 || -
 
|}
 
|}
  
 
Table 5.
 
Table 5.
 +
 +
This data comes from [[File:Energy supply in Europe.xls]].
 +
 
{| {{prettytable}}
 
{| {{prettytable}}
|+ '''Removal rates
+
|+ '''Removal rates (%)
 
|----
 
|----
! ||%
+
! !! Coal and peat !! Petrochem products !! Biofuel and waste
 
|----
 
|----
|| Power generation fly ash removal|| 99.5
+
|| Power generation fly ash removal || 99,5 || 90,0 || 99,0
 
|----
 
|----
|| Heat/power fly ash removal|| 99
+
|| Heat/power fly ash removal|| 99,5 || 90,0 || 95,0
 
|----
 
|----
|| District heating fly ash removal|| 95
+
|| District heating fly ash removal|| 95 || 90 || 90
 
|----
 
|----
|| Power generation SO2 removal|| 80
+
|| Power generation SO2 removal|| 45 || 45 ||
 
|----
 
|----
|| Heat/power SO2 removal|| 0
+
|| Heat/power SO2 removal|| 0 || ||
 
|----
 
|----
|| District heating SO2 removal|| 0
+
|| District heating SO2 removal|| 0 || ||
 
|----
 
|----
|| Power generation NOx removal|| 0
+
|| Power generation NOx removal|| 0 || ||
 
|----
 
|----
|| Heat/power NOx removal|| 0
+
|| Heat/power NOx removal|| 0 || ||
 
|----
 
|----
|| District heating NOx removal|| 0
+
|| District heating NOx removal|| 0 || ||
 
|----
 
|----
 +
|}
 +
 +
Table X
 +
 +
This data comes from [[File:Energy supply in Europe.xls]].
 +
 +
{| {{prettytable}}
 +
|+ '''CO<sub>2</sub> emissions from combustion (MtCO<sub>2</sub>/Mtoe)
 +
!Coal & peat !! Crude oil !! Oil !! Gas !! Biofuels & waste
 +
|---
 +
| 3,86 || 3,13 || 3,13 || 2,27 || 4,79
 +
|}
 +
 +
Table X
 +
 +
This data comes from [[File:Energy supply in Europe.xls]].
 +
 +
{| {{prettytable}}
 +
|+ '''EC+OC emission factor (t/Mtoe)
 +
! Type of plant !! Coal & peat !! Crude oil !! Petrochem products !! Gas !! Biofuels & waste
 +
|---
 +
|Electricity plants || 260 || || 300 || 170 || 300
 +
|---
 +
| CHP Plants || 610 || || 400 || 240 || 800
 +
|---
 +
| Heat plants || 1000|| || 600 || 400 || 3000
 +
|---
 +
| Blast furnaces || 3000 || || || ||
 +
|---
 +
| Gas works || 3000 || 1000 || || 100 ||
 +
|---
 +
| Oil refineries || || 400 || 200 || 100 ||
 +
|---
 +
| Petrochemical plants || 1000 || 300 || || ||
 +
|---
 +
| Coke/pat. fuel/BKB plants || 600 || || || ||
 +
|---
 +
| Liquefication plants || 600 || || || ||
 
|}
 
|}
  
Line 1,733: Line 1,919:
 
|  -  
 
|  -  
 
|  -  
 
|  -  
| 867
+
| 867
|----
+
|----
 +
|}
 +
 
 
|}
 
|}
  
Line 1,746: Line 1,934:
  
 
e.g. t/TJ -> mg/MJ
 
e.g. t/TJ -> mg/MJ
 
=== Calculations ===
 
 
====Initiating ovariables====
 
 
<rcode name='initiate' embed=1 label='Initiate objects'>
 
 
library(OpasnetUtils)
 
 
emissionFactors <- Ovariable(
 
name = 'emissionFactors',
 
ddata = 'Op_en5932',
 
subset = 'Emission factors of energy production'
 
)
 
 
fuelTypes <- opbase.data("Op_en5932.fuel_use_in_different_heating_types")
 
fuelTypes <- fuelTypes[colnames(fuelTypes) != "Obs"]
 
fuelTypes <- Ovariable("fuelTypes", data = fuelTypes)
 
 
objects.store(
 
emissionFactors,
 
fuelTypes
 
)
 
 
cat("Objects
 
emissionFactors,
 
fuelTypes
 
initiated!\n")
 
 
</rcode>
 
 
====Other codes====
 
 
{{attack|# |Rcode must be updated. Should this be a method instead?|--[[User:Jouni|Jouni]] 22:05, 26 February 2013 (EET)}}
 
 
<rcode>
 
library(OpasnetUtils)
 
library(xtable)
 
 
data <- tidy(op_baseGetData("opasnet_base", "Op_en2791"), objname = "emission.factor")
 
 
emission.factor <- new("ovariable",
 
name = "emission.factor",
 
data = data)
 
 
print(xtable(emission.factor@data), type = 'html')
 
 
objects.put(emission.factor)
 
cat("Ovariable initiated. Save the page key for further use.\n")
 
</rcode>
 
  
 
== See also ==
 
== See also ==
  
 +
* SMALL-SCALE PELLET BOILER EMISSIONS – CHARACTERIZATION AND COMPARISON TO OTHER COMBUSTION UNITS
 +
HEIKKI LAMBERG. REPORT SERIES IN AEROSOL SCIENCE N:o 156 (2014). [http://www.atm.helsinki.fi/faar/reportseries/rs-156.pdf]
 
* USEPA emission factor information web site [http://cfpub.epa.gov/oarweb/index.cfm?action=fire.main]
 
* USEPA emission factor information web site [http://cfpub.epa.gov/oarweb/index.cfm?action=fire.main]
 
*Tissari et al 2009 [http://www.sciencedirect.com/science?_ob=ArticleURL&_udi=B6V22-4TVR26G-1&_user=953170&_rdoc=1&_fmt=&_orig=search&_sort=d&_docanchor=&view=c&_acct=C000049246&_version=1&_urlVersion=0&_userid=953170&md5=0e3d0594c133bc8066aad60fc16ee88c]
 
*Tissari et al 2009 [http://www.sciencedirect.com/science?_ob=ArticleURL&_udi=B6V22-4TVR26G-1&_user=953170&_rdoc=1&_fmt=&_orig=search&_sort=d&_docanchor=&view=c&_acct=C000049246&_version=1&_urlVersion=0&_userid=953170&md5=0e3d0594c133bc8066aad60fc16ee88c]
Line 1,814: Line 1,954:
  
  
 +
{{attack|# |Links 7-10 (From Tissari to Motiva) say the page doesn't exist.|--[[User:Heta|Heta]] ([[User talk:Heta|talk]]) 15:45, 31 August 2015 (UTC)}}
 
{{Urgenche}}
 
{{Urgenche}}
  
Line 1,823: Line 1,964:
  
 
== Related files ==
 
== Related files ==
 
+
</noinclude>
{{mfiles}}
 

Latest revision as of 12:50, 9 November 2015


Question

What are the emission factors for burning processes and how to estimate emissions based on them? The focus is on the situation in Finland.

Answer

Error creating thumbnail: Unable to save thumbnail to destination
Example of the use of emission factors: CO2 and fine particle emissions in Helsinki. Scenarios are based on Helsinki energy decision 2015.

An example code for downloading and using the variable.

+ Show code

Rationale

Inputs and calculations

Variables needed for calculating emissions.
Dependencies Measure Indices Missing data
fuelUse (from Energy balance or other relevant source) Amount of fuel used per timepoint. Required indices: Fuel. Typical indices: Plant
emissionsLocations (case-specific knowledge from e.g. Helsinki energy production) Tells how where emissions occur and from how high a stack. Required indices: - . Typical indices: Plant
emissionFactors (generic information, but may be cultural differences. E.g. Emission factors for burning processes ## emissions per unit of energy produced (g / J or similar unit) Required indices: Pollutant, Fuel. Typical indices: Burner.

+ Show code

Emission factors for heating

Emission factors of energy production(mg /MJ)
ObsBurnerFuelPM2.5CO2directCO2tradeCO2eqDescription
1HouseholdWood140 (65.8-263)7420008333Other stoves and ovens. Karvosenoja et al. 2008
2HouseholdBiofuel140 (65.8-263)7420008333Other stoves and ovens. Karvosenoja et al. 2008
3HouseholdLight oil0-1074200-872227420087222Light oil <5 MW Emission factors for burning processes. Light oil 267 kg /MWh
4HouseholdOil0-1074200-872227420087222Light oil <5 MW Emission factors for burning processes. Light oil 267 kg /MWh
5HouseholdOther sources0-10742007420074200Same as oil.
6HouseholdCoal0-1074200-872227420087222
7HouseholdGeothermal0-1074200-872227420087222
8HouseholdGas0-3556505565055650For PM2.5: one third of that of oil. For CO2: 3/4 of that of oil.
9HouseholdFuel oil0-1074200-872227420087222Light oil <5 MW Emission factors for burning processes. Light oil 267 kg /MWh
10DomesticWood140 (65.8-263)7420008333Other stoves and ovens. Karvosenoja et al. 2008 Just repeat the previous rows to match different wording of burners.
11DomesticBiofuel140 (65.8-263)7420008333Other stoves and ovens. Karvosenoja et al. 2008
12DomesticLight oil0-1074200-872227420087222Light oil <5 MW Emission factors for burning processes. Light oil 267 kg /MWh
13DomesticOil0-1074200-872227420087222Light oil <5 MW Emission factors for burning processes. Light oil 267 kg /MWh
14DomesticOther sources0-10742007420074200Same as oil.
15DomesticCoal0-1074200-872227420087222
16DomesticGeothermal0-1074200-872227420087222
17DomesticGas0-3556505565055650For PM2.5: one third of that of oil. For CO2: 3/4 of that of oil.
18DomesticFuel oil0-1074200-872227420087222Light oil <5 MW Emission factors for burning processes. Light oil 267 kg /MWh
19Diesel engineFuel oil0-1074200-872227420087222Light oil <5 MW Emission factors for burning processes. Light oil 267 kg /MWh
20Diesel engineLight oil0-1074200-872227420087222
21Diesel engineBiofuel0-1074200-872227420087222
22Large fluidized bedGas0-3556505565055650For PM2.5: one third of that of oil. For CO2: 3/4 of that of oil.
23Large fluidized bedCoal2-20106000106000106000Same as peat.
24Large fluidized bedWood2-2074200074200Leijupoltto 100-300 MW Emission factors for burning processes. Karvosenoja et al., 2008
25Large fluidized bedBiofuel2-2074200074200Leijupoltto 100-300 MW Emission factors for burning processes. Karvosenoja et al., 2008
26Large fluidized bedWaste2-20742000-50000CO2trade same as wood. CO2eq is guesswork but it is negative because without burning it would produce methane in landfill
27Large fluidized bedPeat2-20106000106000107500Leijupoltto 100-300 MW Emission factors for burning processes. Peat 382 kg /MWh
28Large fluidized bedHeavy oil8-2291111-10600010600091111Leijupoltto 100-300 MW Emission factors for burning processes. Peat 382 kg /MWh
29Large fluidized bedFuel oil8-2291111-10600010600091111Leijupoltto 100-300 MW Emission factors for burning processes. Peat 382 kg /MWh
30GridElectricity1-10530002120005300050 % of large-scale burning (because of nuclear and hydro). Heavy oil 279 kg /MWh. Officially, electricity is not CHP but requires a double amount of coal to produce it.
31NoneElectricity_taxed1-10530002120005300050 % of large-scale burning (because of nuclear and hydro). Heavy oil 279 kg /MWh. Officially, electricity is not CHP but requires a double amount of coal to produce it. These emissions are assumed when power plants buy electricity from the grid.
32NoneElectricity0000We might want to keep these locations in the model, but we assume that emissions are zero.
33NoneHeat0000We might want to keep these locations in the model, but we assume that emissions are zero.
34NoneCooling0000We might want to keep these locations in the model, but we assume that emissions are zero.
  • Large fluidized bed (Peat) CO2-eq value from Väisänen, Sanni: Greenhouse gas emissions from peat and biomass-derived fuels, electricity and heat — Estimation of various production chains by using LCA methodology[1]
  • Other CO2-eq values from EKOREM: Sähkölämmitys ja lämpöpumput sähkönkäyttäjinä ja päästöjen aiheuttajina Suomessa.
  • Classes of climate emissions:
    CO2direct
    Direct CO2 emissions from the stack
    CO2trade
    CO2 emissions as they are defined in the emission trade. Non-trade sectors have emission 0.
    CO2eq
    CO2 emissions as equivalents (i.e. includes methane, N2O and other climate emissions based on life cycle impacts.

In Finland there are about 700 kettles that have under 5MW fuel power. Same amount is between 5 to 50 MW kettles and over 50 MW kettles there are 200 in Finland. One heating power plant can have several kettles. Many 5-50 MW power plants have also less than 5 MW a kettle. [2]

See further discussions about emission factors of wood burning and other topics on the discussion page.D↷

+ Show code


Other data

This is other important data that wasn't in the end used in the model's calculations. These include for example emission factors for wood heating, emission types for different kinds of plants, kettles and fuels, and energy and sulphur contents of different fuels.

Dependencies

  • Plant/kettle type
  • Power output
  • Efficiency

Data that have another unit than mg/MJ should be changed.

e.g. t/TJ -> mg/MJ

See also

  • SMALL-SCALE PELLET BOILER EMISSIONS – CHARACTERIZATION AND COMPARISON TO OTHER COMBUSTION UNITS

HEIKKI LAMBERG. REPORT SERIES IN AEROSOL SCIENCE N:o 156 (2014). [5]


# : Links 7-10 (From Tissari to Motiva) say the page doesn't exist. --Heta (talk) 15:45, 31 August 2015 (UTC)

Urgenche research project 2011 - 2014: city-level climate change mitigation
Urgenche pages

Urgenche main page · Category:Urgenche · Urgenche project page (password-protected)

Relevant data
Building stock data in Urgenche‎ · Building regulations in Finland · Concentration-response to PM2.5 · Emission factors for burning processes · ERF of indoor dampness on respiratory health effects · ERF of several environmental pollutions · General criteria for land use · Indoor environment quality (IEQ) factors · Intake fractions of PM · Land use in Urgenche · Land use and boundary in Urgenche · Energy use of buildings

Relevant methods
Building model · Energy balance · Health impact assessment · Opasnet map · Help:Drawing graphs · OpasnetUtils‎ · Recommended R functions‎ · Using summary tables‎

City Kuopio
Climate change policies and health in Kuopio (assessment) · Climate change policies in Kuopio (plausible city-level climate policies) · Health impacts of energy consumption in Kuopio · Building stock in Kuopio · Cost curves for energy (prioritization of options) · Energy balance in Kuopio (energy data) · Energy consumption and GHG emissions in Kuopio by sector · Energy consumption classes (categorisation) · Energy consumption of heating of buildings in Kuopio · Energy transformations (energy production and use processes) · Fuels used by Haapaniemi energy plant · Greenhouse gas emissions in Kuopio · Haapaniemi energy plant in Kuopio · Land use in Kuopio · Building data availability in Kuopio · Password-protected pages: File:Heat use in Kuopio.csv · Kuopio housing

City Basel
Buildings in Basel (password-protected)

Energy balances
Energy balance in Basel · Energy balance in Kuopio · Energy balance in Stuttgart · Energy balance in Suzhou


References

Related files