Dynamic tracking of life cycle carbon emissions in power grids based on a flow network model

Dynamic tracking of life cycle carbon emissions in power grids based on a flow network model

Abstract This study introduces a flow network model to dynamically track carbon emissions in power grids, addressing limitations of traditional methods by transforming grids into directed graphs with virtual sink nodes for transmission losses. Using Markov chain-based probabilistic flow analysis, th...

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Bibliographic Details
Main Authors: Chengwei Wang, Pei Li, Zhiyuan Yang, Haijin Wang
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Carbon emissions
Flow network model
Power grids
Life cycle assessment
Markov chain
Online Access:https://doi.org/10.1038/s41598-025-08053-8
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