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Convert CEMS steam load to gross generation #216

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grgmiller opened this issue Sep 4, 2022 · 2 comments
Open

Convert CEMS steam load to gross generation #216

grgmiller opened this issue Sep 4, 2022 · 2 comments
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data repair Interpolating or extrapolating data that we don't actually have eia question for EIA epa question for EPA generation data accuracy/completeness of generation data methodology Improve methodology question Further research or external expertise needed

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@grgmiller
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A more careful reading of the EPA's Power Sector Emissions Data Guide revealed the following about the reported values for steam_load_klb, which we were previously unsure how to interpret (#103):

Certain EGUs are combined cycle combustion turbines, which generate electricity from a
traditional gas turbine as well as a steam turbine that is powered by the heat of the gas turbine.
These units are not required to report electrical generation from the steam turbine (although
many combined cycle EGUs do include the generation from the steam turbine in their electrical
generation data).
EGUs that generate steam have the option to report steam load in thousand pounds of steam
per hour (1000lb/hr) instead of electrical generation in MWh
.

Thus, it seems that we may want to look into converting steam load to gross generation when a unit only reports steam load and no gross generation.

Questions for further research:

  • Do any units report both gross generation and steam load for the same hour?
  • Is there a standard conversion factor between steam load and gross generation?
  • Are there any unit-specific datapoints available about the steam quality/pressure that would result in a more accurate conversion?
@grgmiller grgmiller added question Further research or external expertise needed methodology Improve methodology data repair Interpolating or extrapolating data that we don't actually have eia question for EIA epa question for EPA labels Sep 4, 2022
@grgmiller grgmiller added this to the v0.2.0 milestone Sep 13, 2022
@grgmiller grgmiller modified the milestones: v0.2.0, 2021 Data Release Nov 27, 2022
@grgmiller grgmiller modified the milestones: 2021 Data Release, v0.2.0 Dec 8, 2022
@grgmiller grgmiller added the generation data accuracy/completeness of generation data label Jan 7, 2023
@grgmiller
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This may require a refresher on my basic thermodynamic equations. I think if we know the steam flow rate in klb/hr, we need the enthalpy of the steam to convert to MW. I'm not sure if there is data available about the enthalpy of the steam at each plant, but we could assume a typical temperature and pressure.

Resources:

@grgmiller grgmiller mentioned this issue Dec 17, 2023
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@grgmiller
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Labels
data repair Interpolating or extrapolating data that we don't actually have eia question for EIA epa question for EPA generation data accuracy/completeness of generation data methodology Improve methodology question Further research or external expertise needed
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