Hydrolysis of cellulose by a solid acid catalyst under optimal reaction conditions

Daizo Yamaguchi, Masaaki Kitano, Satoshi Suganuma, Kiyotaka Nakajima, Hideki Kato, Michikazu Hara

Research output: Contribution to journalArticlepeer-review

154 Citations (Scopus)


The hydrolysis of cellulose with a highly active solid acid catalyst, a carbon material bearing SO3H, COOH, and OH groups, was investigated at 323-393 K using an artificial neural network (ANN) and a response surface methodology (RSM). The ANN models developed for experimental design accurately reflect the novel solid-solid interface catalysis. The ANN models and RSM revealed that the amount of water dominates the hydrolysis reaction as well as cellulose saccharification by concentrated sulfuric acid, a conventional saccharification method. The correlations of the reaction and each parameter are discussed on the basis of the reaction mechanism, ANN, and RSM.

Original languageEnglish
Pages (from-to)3181-3188
Number of pages8
JournalJournal of Physical Chemistry C
Issue number8
Publication statusPublished - 2009 Feb 26
Externally publishedYes

ASJC Scopus subject areas

  • Electronic, Optical and Magnetic Materials
  • Energy(all)
  • Physical and Theoretical Chemistry
  • Surfaces, Coatings and Films


Dive into the research topics of 'Hydrolysis of cellulose by a solid acid catalyst under optimal reaction conditions'. Together they form a unique fingerprint.

Cite this