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Modification of anaerobic digestion model No.1 with Machine learning models towards applicable and accurate simulation of biomass anaerobic digestion

  • 【作者】Ge, Yadong,Tao, Junyu,Wang, Zhi,Chen, Chao,Mu, Lan,Ruan, Haihua,Rodríguez-Yon, Yakelin,Su, Hong,Yan, Beibei,Chen, Guanyi
  • 【作者单位】1School of Mechanical Engineering/School of Biotechnology and Food Science, Tianjin University of Commerce, Tianjin, 300134, China;2School of Environmental Science and Engineering, Tianjin University, Tianjin, 300350, China;3Tianjin Key Lab of Biomass Wastes Utilization/Tianjin Engineering Research Center of Bio Gas/Oil Technology, Tianjin, 300072, China;4School of Science, Tibet University, Lhasa, 850012, China;5Tianjin Key Laboratory of Food Science and Biotechnology, College of Biotechnology and Food Science, Tianjin University of Commerce, Tianjin, 300134, China;6Department of Biofertilizers and Plant Nutrition, Instituto Nacional de Ciencias Agrícolas (INCA), Gaveta Postal n° 1, 32700, San José de Las Lajas, Mayabeque, Cuba
  • 【年份】2023
  • 【卷号】Vol.454
  • 【ISSN】1385-8947
  • 【摘要】 This work proposed a so-called M−ADM1 model for anaerobic digestion simulation, which uses machine learning model to predict the kinetic parameters in anaerobic digestion model No.1 . A total of 75 biomass samples were used to establish the machine l...
  • 【文献类型】 期刊
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