Robustifying optimal experiment design for nonlinear, dynamic (bio)chemical systems

نویسندگان
چکیده

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A note on optimal experiment design for nonlinear systems using dynamic programming

where xt ∈ R denotes the system’s state, ut ∈ R is a sequence of inputs to be designed and θ ∈ R is a vector of unknown parameters that we wish to estimate. Observations are drawn independently from a known distribution that is parametrized by the system state xt. We assume that for all xt ∈ R the probability distribution is absolutely continuous with respect to some measure μ and we denote its...

متن کامل

Optimal Control of Nonlinear Multivariable Systems

This paper concerns a study on the optimal control for nonlinear systems. An appropriate alternative in order to alleviate the nonlinearity of a system is the exact linearization approach. In this fashion, the nonlinear system has been linearized using input-output feedback linearization (IOFL). Then, by utilizing the well developed optimal control theory of linear systems, the compensated ...

متن کامل

D-Optimal Design for Parameter Estimation in Discrete-Time Nonlinear Dynamic Systems

An optimal input design method for parameter estimation in a discrete-time nonlinear system is presented in the paper to improve the observability and identification precision of model parameters. Determinant of the information matrix is used as the criterion function which is generally a nonconvex function about the input signals to be designed. To avoid the locally optimizing problem, a rando...

متن کامل

Optimal Sensor Location for Nonlinear Dynamic Systems via Empirical Gramians

This paper presents a new approach for determining sensor locations for nonlinear dynamic systems. The method uses empirical observability gramians for observability analysis and combines the information from this investigation with observability measures which have been previously proposed in the literature. This approach offers the advantage over other methods in that it is directly applicabl...

متن کامل

Automated Optimal Design of Dynamic Systems

Dedication This dissertation is dedicated to the memories of my beloved grandfather, Fengzhi Wu, who passed away in the year 2000. He was an outstanding artist in Chinese calligraphy. His righteous and generous personality as also demonstrated in his artworks affected me and numerous others. He was an honorable man and a lovely grandfather.

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Computers & Chemical Engineering

سال: 2014

ISSN: 0098-1354

DOI: 10.1016/j.compchemeng.2014.09.006