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On the rate of oxidation of co on La2O3 doped NiO/Al2O3 catalysts: An artificial neural network approach

Ardakani, S. J ; Sharif University of Technology | 2005

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  1. Type of Document: Article
  2. DOI: 10.1007/s11144-005-0280-8
  3. Publisher: 2005
  4. Abstract:
  5. The rate constants of the oxidation of CO on a number of pure and La 2O3 doped NiO/Al2O3 solid catalysts were correlated with the mole percent of dopant, calcinations temperature, surface area, pore volume and pore mouth diameter by an artificial neural network simulator. The cross validation method had to be used due to the scarcity of the data. A three-layer network with 3 nodes in the hidden layer was found to simulate the system well. © Akadémiai Kiadó, Budapest. All rights reserved
  6. Keywords:
  7. Alumina ; Calcination ; Carbon monoxide ; Computer simulation ; Doping (additives) ; Lanthanum compounds ; Neural networks ; Nickel compounds ; Oxidation ; Surface chemistry ; Catalyst design ; Oxidation of CO ; Pore volume ; Surface area ; Catalysts
  8. Source: Reaction Kinetics and Catalysis Letters ; Volume 85, Issue 2 , 2005 , Pages 347-353 ; 01331736 (ISSN)
  9. URL: https://link.springer.com/article/10.1007/s11144-005-0280-8