Distributionally robust parameter estimation for nonlinear fed-batch switched time-delay system with moment constraints of uncertain measured output data

• Published in: Electronic research archive Vol. 32; no. 10; pp. 5889 - 5913
• Main Authors: Lin, Sida, Yuan, Jinlong, Liu, Zichao, Zhou, Tao, Li, An, Gu, Chuanye, Gao, Kuikui, Xie, Jun
• Format: Journal Article
• Language: English
• Published: AIMS Press 01.01.2024
• Subjects: continuous-time switched time-delay system; distributionally robust parameter estimation; error analysis; hybrid algorithm; uncertain measured output data

In this paper, we investigated a nonlinear continuous-time switched time-delay (NCTSTD) system for glycerol fed-batch bioconversion to 1, 3-propanediol with unknown time-delay and system parameters. The measured output data was uncertain, while the first moment information about its distribution was...