Nonlinear Fed-batch Reactor Pi Control with Constraints
نویسندگان
چکیده
This work studies the control of a fed-batch reactor for the production of penicillin and the design of suboptimal control strategies which result simple for their implementation. These strategies are able to (i) generate a suboptimal control that lead to the batch process towards its desired outputs, (ii) attenuate perturbations and noises always present in the operation of the process and, (iii) handle constraints upon the manipulated or control variable u(t). The control strategy always result a linear feedback, since proper assumptions on the costates of the nonlinear and Hamiltonian system are made, besides it is shown that this feedback law is a simple PI that actualize its suboptimal parameters ‘on-line’. Inside this scheme, basically, two strategies are designed. The former minimizes a quadratic cost plus a final (also quadratic) penalty on the states in a finite horizon fashion. The latter use linear matrix inequalities (LMIs) for incorporating constraints which were not considered in the value function of the first optimal control problem. Finally, the goodness of the proposed strategies is showed through numerical simulations.
منابع مشابه
Nonlinear model predictive control of an industrial batch reactor subject to swelling constraint
This paper presents the application of nonlinear model predictive control (NMPC) to a simulated industrial batch reactor subject to safety and productivity constraints due to swelling. The catalyst used in the chemical process decomposes in the reactor; therefore it is fed in discrete time steps during the batch. Although the optimal reactor temperature profile, using a fixed catalyst dosing po...
متن کاملExperimental Comparision of Model Predictive Control Strategies for the Production of Antibiotics in Fed-batch Fermentations
The main objective of the presented work is to compare two model predictive control strategies by applying them to an antibiotic production in a fed-batch fermentation process. The reactor is modelled as a nonlinear biological compartment system with 13 states. The well-known nonlinear model predictive control (NMPC) is compared with a control strategy based on online optimization of the full t...
متن کامل8th International IFAC Symposium on Dynamics and Control of Process Systems DESIGN OF AN INTERVAL OBSERVER FOR EXOTHERMIC FED-BATCH PROCESSES
This paper proposes an interval observer for continuous or fed-batch chemical reactors with uncertainties related to both the heat exchange coefficient and the kinetics. The interval observer provides an upper and a lower bound of the state given bounds for the uncertain parameters. The underand over-estimators are state observers for the non-linear reactor model with two positive tuning parame...
متن کاملPredictive Functional Control of Temperature in a Pharmaceutical Hybrid Nonlinear Batch Reactor
These days, in times of recession, we are forced by competitiveness and the optimization of production to lower the costs of the temperature control in pharmaceutical batch reactors and increase the quantity and quality of the produced pharmaceutical product (active pharmaceutical substances). Therefore, a control algorithm is needed that provides us rapid and precise temperature control. This ...
متن کاملOptimizing the Open-and Closed-Loop Operations of a Batch Reactor
The purpose of this paper is to optimize the function of a batch reactor operating in open and closed loops. A simultaneous optimization method is employed. This optimization method provides optimal solution at a finite number of points in time. However, the actual batch reactor operation may deteriorate if the computed optimal input is improperly applied to the process. In the open-loop operat...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2010