Real Time Implementation of Model Reference Adaptive Controller for a Conical Tank
نویسندگان
چکیده
Nonlinear process control is a difficult task in process industries. Conical tank level control is one among them. Real processes often exhibits nonlinear behavior, time variance and delays between inputs and outputs. This paper aims at implementing an adaptive control algorithm for a conical tank system. System identification of the non-linear process is done using black box modelling and found to be first order plus dead time (FOPDT) model. Here Proportional integral (PI) controller based on Ziegler Nichols (ZN) method is designed initially and the results are compared with model reference adaptive controller (MRAC).The real time implementation of process is done in LabVIEW using NI DAQ (BNC 2120). Better controller performance and error can be minimized by using MRAC than that of the ZN tuned PI controller.
منابع مشابه
Real Time Implementation of Multimodel PI controller for Conical Tank
Abstract— The main aim of this study was to control the nonlinear process using multi-model PI controller. A multi model is developed for conical tank and it is validated against the real time setup conical tank process. A Multi model based PI controller is also developed, and implemented with realtime setup, and their performances are compared with that of the conventional controller of real t...
متن کاملReal-Time Output Feedback Neurolinearization
An adaptive input-output linearization method for general nonlinear systems is developed without using states of the system. Another key feature of this structure is the fact that, it does not need model of the system. In this scheme, neurolinearizer has few weights, so it is practical in adaptive situations. Online training of neuroline...
متن کاملA Model Reference-based Fuzzy Adaptive Pi Controller for Non-linear Level Process System
This paper proposes a model reference tracking based fuzzy adaptive PI (MRFAPI) controller for non-linear process plant. The second order reference model is proposed for the system. The conical-tank level process system is used as a process plant. The proposed MRFAPI controller is combined with fuzzy logic and conventional variable PI controllers. The on-line estimation of the controller parame...
متن کاملDesign of Control Schemes to Adapt PI Controller for Conical Tank Process
The non-linearity and constantly changing cross section of the conical tank are the immense challenge in process control and it cannot be effectively controlled by the linear PID controllers. Hence, an attempt is made here to adapt the PI controller suitable to control the conical tank by two methods namely an adaptive PI controller and neural network based PI controller, which are designed by ...
متن کاملApplication of a Direct Model Reference Adaptive Controller (DMRAC) in a Nonlinear Cardiovascular Model
The objective of this study is to design a robust direct model reference adaptive controller (DMRAC) for a nonlinear cardiovascular model over a range of plant parameters representing a variety of physical conditions. The direct adaptive controllers used in thisd study require the plant to be almost strictly positive real (ASPR) that is, for a plant to be controlled there must exist a feedback ...
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 2013