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Trace Element Mass Flow Rates from U.S. Coal Fired Power Plants
Xiaodi Sun1, Daniel B Gingerich2,3, Inês L Azevedo1,4
1Department of Engineering and Public Policy , Carnegie Mellon University , 5000 Forbes Ave. , Pittsburgh Pennsylvania 15213 , United States.
This study presents a mass balance model to estimate trace element (TE) flows from coal-fired power plants (CFPPs). The model provides first-order estimates but generally overestimates TE masses, highlighting data quality needs for accuracy.
Area of Science:
- Environmental Science
- Chemical Engineering
- Earth Science
Background:
- Coal-fired power plants (CFPPs) release trace elements (TEs) through solid, liquid, and gaseous waste.
- Accurate estimation of TE concentrations in waste streams is crucial for effective pollution control and emission reduction strategies.
Purpose of the Study:
- To introduce a generalizable mass balance model for estimating TE mass flow rates in CFPP waste streams.
- To evaluate the model's accuracy for the U.S. coal fleet under current data limitations.
Main Methods:
- A stochastic, bootstrapping approach was used to estimate plant-level mass flow rates for Hg, Se, As, and Cl in 2015.
- Combined publicly available data on coal TE concentrations with estimated TE partitioning in air pollution control processes.
Main Results:
- The model generally overestimates TE masses by 30-50% compared to measured data, with higher errors for mercury (Hg).
- Partitioning estimates showed consistency for Se, As, and Cl removal from flue gas.
- The model tended to underestimate mercury removal efficiency.
Conclusions:
- The developed model serves as a valuable tool for first-order estimates of TE mass flows from CFPPs.
- Future improvements require enhanced data collection on TE concentrations within the coal blend, which is currently a data quality weakness.
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