Algorithm for a PLSR Model and Use in Chemical Process. Case Study: A Fixed Bed Catalytic Reactor

Authors

  • Serny Klaus A
  • Ruette Fernando, Camacho Jose M

Keywords:

Algorithm, catalytic reactor, PLSR model, robustness

Abstract

An algorithm based on partial least square regression (PLSR) to enable the construction of a robust multilinear regression model for a chemical process (fixed-bed reactor). The proposed algorithm is tested with experimental data from various works given for all of them a deviation below 3%. This model could be used in scaling up processes being of importance in the design field of process engineering.

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Published

2020-05-18

Issue

Vol. 6 No. 2 (2020)

Section

Articles