On extremum seeking in bioprocesses with multivalued cost functions.

نویسندگان

  • Georges Bastin
  • Dragan Nesić
  • Ying Tan
  • Iven Mareels
چکیده

Finding optimal operating modes for bioprocesses has been, for a long time, a relevant issue in bioengineering. The problem is of special interest when it implies the simultaneous optimization of competing objectives. In this paper, we address the problem of finding optimal steady states that achieve the best tradeoff between yield and productivity by using nonmodel-based extremum-seeking control with semiglobal practical stability and convergence properties. A special attention is paid to processes with multiple steady states and multivalued cost functions.

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

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

On Automatic Seeking of Optimal Steady-states in Biochemical Processes

It is discussed how the automatic seeking of optimal steady states in biochemical reactors can be achieved by using non-model based extremum-seeking control with semi-global practical stability and convergence properties. A special attention is paid to processes with multiple steady-states and multivalued cost functions. Copyright c ©IFAC 2007

متن کامل

Adaptive extremum seeking control of nonlinear dynamic systems with parametric uncertainties

We pose and solve an extremum seeking control problem for a class of nonlinear systems with unknown parameters. Extremum seeking controllers are developed to drive system states to the desired set-points that optimize the value of an objective function. The proposed adaptive extremum seeking controller is “inverse optimal” in the sense that it minimizes a meaningful cost function that incorpora...

متن کامل

PI Tuning via Extremum Seeking Methods for Cruise Control

In this study, we reproduce the results from an existing paper on PID tuning using extremum seeking (ES) methods. In addition to analyzing performance with respect to existing tuning methods, we investigate the ES algorithm parameters and how their values impact stability and convergence speed. To demonstrate the efficacy of ES on tuning classical controllers, we apply the algorithm to a simple...

متن کامل

Distributed extremum-seeking control over networks of unstable dynamic agents

In this paper, a distributed extremum seeking control technique is proposed to solve a class of real-time optimization problems over a network of dynamic agents with unknown unstable dynamics. Each dynamic agent measures a cost that is shared over a network. A dynamic average consensus approach is used to provide each agent with an estimate of the total network cost. The extremum seeking contro...

متن کامل

Invariant Manifold Approach for Time-Varying Extremum-Seeking Control Problem

In this paper, the minimization of an unknown but measurable cost function using extremum-seeking control is considered. The main contribution of the paper is to formulate the extremum-seeking problem as a time-varying estimation problem. The concepts of invariant manifold and adaptive parameter update law are used for adaptive estimation of the timevarying gradient of the unknown cost function...

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

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

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • Biotechnology progress

دوره 25 3  شماره 

صفحات  -

تاریخ انتشار 2009