Estimation of time-dependent reaction coefficient with extended kalman filter approach

Sin Kim, Kyung Youn Kim, Cheng Hung Huang

Research output: Contribution to journalArticlepeer-review

2 Citations (Scopus)

Abstract

This work introduces an extended Kalman filter (EKF) to the estimation of the unknown time-dependent reaction coefficient based on the concentration measurement data. An autocatalytic reaction pathway is chosen as a model problem. This inverse estimation algorithm does not assume any functional form of the reaction coefficient. The performance of the proposed algorithm is verified through the numerical experiments with the exact and the contaminated concentration measurement data.

Original languageEnglish
Pages (from-to)349-354
Number of pages6
JournalJournal of Industrial and Engineering Chemistry
Volume18
Issue number1
DOIs
Publication statusPublished - 2012 Jan 25

All Science Journal Classification (ASJC) codes

  • General Chemical Engineering

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