International Journal of Oil, Gas and Coal Engineering

Volume 6, Issue 2, March 2018

  • Corrosion Prediction for Naphtha and Gas System of Atmospheric Distillation Tower Based on Artificial Neural Network and Genetic Algorithm

    Hao Li, Guoming Yang, Jing Xin, Ying Wu, Guangting Xue

    Issue: Volume 6, Issue 2, March 2018
    Pages: 25-33
    Received: 26 April 2018
    Accepted: 22 May 2018
    Published: 19 June 2018
    Abstract: The corrosion of low-temperature sections of a company's atmospheric and vacuum distillation unit was analyzed. Corrosion rate prediction model was established using BP neural network based on the corrosion detection data detected in the sewage on top of the tower over a period of time. In this model, the pH value, Cl ion concentration, Fe ion conc... Show More