singularity-energy / open-grid-emissions

Tools for producing high-quality hourly generation and emissions data for U.S. electric grids
MIT License
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Trusting CEMS vs EIA data #254

Open grgmiller opened 1 year ago

grgmiller commented 1 year ago

Some generators report fuel consumption data to both EIA-923 and to CEMS, and these numbers are not always consistent with each other. Currently, we trust the CEMS data over the EIA data whenever available.

However, research has suggested that the CEMS data may be biased due to measurement error. We should explore this research in more depth to determine whether the EIA data is considered more accurate than the CEMS data. If so, we may consider using the EIA monthly totals to scale the hourly reported data from CEMS.

See the folllowing research: