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Mine Gas Concentration Forecasting Model Based on an Optimized BiGRU Network

[Image: see text] To improve the utilization of mine gas concentration monitoring data with deep learning theory, we propose a gas concentration forecasting model with a bidirectional gated recurrent unit neural network (Adamax-BiGRU) using an adaptive moment estimation maximum (Adamax) optimization...

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Detalles Bibliográficos
Autores principales: Liang, Rong, Chang, Xintan, Jia, Pengtao, Xu, Chengyixiong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2020
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7658929/
https://www.ncbi.nlm.nih.gov/pubmed/33195909
http://dx.doi.org/10.1021/acsomega.0c03417