Research on the community electric carbon emission prediction considering the dynamic emission coefficient of power system
Abstract Based on the counted power system emission factors of North China Power Grid, a community carbon emissions sample database is constructed. The support vector regression (SVR) model is trained to forecast the power carbon emissions, which is optimized by genetic algorithm (GA). A community c...
Main Authors: | Hui Yu, Yang Yang, Bin Li, Bowen Liu, Yuanhu Guo, Yunqi Wang, Zhongfu Guo, Ronghua Meng |
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Format: | Article |
Language: | English |
Published: |
Nature Portfolio
2023-04-01
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Series: | Scientific Reports |
Online Access: | https://doi.org/10.1038/s41598-023-31022-y |
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