Design of neural networks using genetic algorithm for on-line property estimation of crude fractionator products

@article{Dam2006DesignON,
  title={Design of neural networks using genetic algorithm for on-line property estimation of crude fractionator products},
  author={Manojit Dam and Deoki N. Saraf},
  journal={Computers & Chemical Engineering},
  year={2006},
  volume={30},
  pages={722-729}
}
  • Manojit Dam, Deoki N. Saraf
  • Published in
    Computers & Chemical…
    2006
  • Mathematics, Computer Science
  • The products from the crude distillation unit (CDU) of a petroleum refinery need to conform to certain standards and hence it is important that the properties, which characterize these products, be measured on-line so that necessary control action can be taken through feedback mechanism. In view of nonavailability of on-line hardware sensors, software-based sensors have been developed for prediction of product properties on-line. Artificial neural network (ANN) based models have been used for… CONTINUE READING

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