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  • Babanezhad, Meisam (1)
  • Chau, Kwok-Wing (1)
  • Hajnal, Eva (1)
  • Mosavi, Amir (1)
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Keywords

  • Bubble column reactor (1)
  • Machine learning (1)
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  • ant colony optimization algorithm (ACO) (1)
  • big data (1)
  • computational fluid dynamics (CFD) (1)
  • flow pattern (1)

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Prediction of flow characteristics in the bubble column reactor by the artificial pheromone-based communication of biological ants (2020)
Shamshirband, Shahaboddin ; Babanezhad, Meisam ; Mosavi, Amir ; Nabipur, Narjes ; Hajnal, Eva ; Nadai, Laszlo ; Chau, Kwok-Wing
A novel combination of the ant colony optimization algorithm (ACO)and computational fluid dynamics (CFD) data is proposed for modeling the multiphase chemical reactors. The proposed intelligent model presents a probabilistic computational strategy for predicting various levels of three-dimensional bubble column reactor (BCR) flow. The results prove an enhanced communication between ant colony prediction and CFD data in different sections of the BCR.
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