کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
172443 | 458542 | 2014 | 14 صفحه PDF | دانلود رایگان |
• A robust hybrid observer for bioreactors combining the classical asymptotic observer and a nonlinear Luenberger-like observer.
• A new definition of the hybridization parameter which reflects the kinetic model confidence.
• A tuning based on robust H-infinity approach and the differential-algebraic representation (DAR) of nonlinear systems.
• A simulated case study concerning fed-batch animal cell cultures demonstrating the robustness of the state estimate.
This paper proposes a robust nonlinear observer for bioreactors combining the classical asymptotic observer and a nonlinear Luenberger-like observer. The resulting hybrid observer considers a new definition of the hybridization parameter which reflects the kinetic model confidence. The nonlinear observer is tuned on the basis of robust H-infinity approach and the differential-algebraic representation (DAR) of nonlinear systems. A simulated case study concerning fed-batch animal cell cultures is presented to demonstrate the potentials and advantages of the proposed approach for state estimation of bioreactors.
Journal: Computers & Chemical Engineering - Volume 60, 10 January 2014, Pages 315–328