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On-line multi-gas component measurement in the mud logging process based on Raman spectroscopy combined with a CNN-LSTM-AM hybrid model.
Cai, Yaoyi; Xu, Guorong; Yang, Dewang; Tian, Haoyue; Zhou, Faju; Guo, Jinjia.
Afiliação
  • Cai Y; College of Engineering and Design, Hunan Normal University, Changsha, Hunan, 410083, PR China.
  • Xu G; College of Physics and Opto-electronic Engineering, Ocean University of China, Qingdao, Shandong, 266100, PR China.
  • Yang D; College of Ocean Science and Engineering, Shandong University of Science and Technology, Qingdao, Shandong, 266590, PR China.
  • Tian H; College of Physics and Opto-electronic Engineering, Ocean University of China, Qingdao, Shandong, 266100, PR China.
  • Zhou F; Sinopec Shengli Petroleum Engineering Co. LTD. Geological Logging Company, Dongying, Shandong, 257000, PR China.
  • Guo J; College of Physics and Opto-electronic Engineering, Ocean University of China, Qingdao, Shandong, 266100, PR China. Electronic address: opticsc@ouc.edu.cn.
Anal Chim Acta ; 1259: 341200, 2023 Jun 08.
Article em En | MEDLINE | ID: mdl-37100477
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Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Prognostic_studies / Qualitative_research Idioma: En Ano de publicação: 2023 Tipo de documento: Article
Texto completo
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XML
PubMed Links
Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Prognostic_studies / Qualitative_research Idioma: En Ano de publicação: 2023 Tipo de documento: Article