Mixed Unscented Kalman Filter and differential evolution for parameter identification

• Main Authors: Legowo, Ari, Mohamad, Zahratu H., Park, HoonCheol
• 格式: Article
• 语言: English
• 出版: Trans Tech Publications 2013
• 主题: TJ212 Control engineering
• 在线阅读: http://irep.iium.edu.my/27209/1/AMM.256-259.2347_Journal.pdf; http://irep.iium.edu.my/27209/; http://www.scientific.net/AMM.256-259.2347

This paper presents parameters estimation techniques for coupled industrial tanks using the mixed Unscented Kalman Filter (UKF) and Differential Evolution (DE) method. UKF have known to be a typical estimation technique used to estimate the state vectors and parameters of nonlinear dynamical syst...