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Detecting flooding state in extraction columns: Convolutional neural networks vs. a white-box approach for image-based soft sensor development.

Omar S. BayomieRafael F. L. de CerqueiraLaura NeuendorfIwan KornijezSamuel KielingTim H. SandermannKeno LammersNorbert Kockmann
Published in: Comput. Chem. Eng. (2022)
Keyphrases
  • white box
  • black box
  • soft sensor
  • convolutional neural networks
  • development process
  • industrial process
  • source code
  • case study
  • data sets
  • knowledge base
  • expert systems
  • computational intelligence