Boiler Generator Associations from EIA 923 and 860

In working to calculate the marginal cost of electricity of all of the generating units across the country, we first had to calculate the heat rate (MMBtu per MWhr) for each generating unit. The heat rate allows us to attribute the fuel costs, reported at the plant level, to the electric generation, reported at the generating unit level. The heat rate is derived from fuel consumption (MMBtu), reported at the boiler level, and electricity generation (MWh), reported at the generating unit level. To understand the heat rate, one must link up all the boilers with the generators in a given generating unit. Our work to this end uncovered a hole in EIA’s 860 reported boiler generator associations. We filled this hole through a series of matching cartwheels and network analysis.

We’ve recently reconfigured our database ingest process to move the new and improved boiler generator associations into its own table in PUDL. To see this process explained in a jupyter notebook with embedded notes, click here.


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Heat Rate Calculation for EIA Generators

Catalyst is pulling together an estimate of the marginal cost of electricity (MCOE) for every natural gas and coal fired power plant in the US whose data we can get our hands on. We’re using data from the EIA 923, EIA 860, and FERC Form 1 to do it.  Getting the heat rate right for each generator is an important part of this calculation, but a lot of the required data is… not perfect. Here’s how we’re working through it. Continue reading “Heat Rate Calculation for EIA Generators”