预测自适应非线性控制器在可可豆干燥过程中的应用

Parra Rosero Pablo, I. William, M. Jose, Oliden Jose
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引用次数: 5

摘要

本文介绍了基于干燥可可植株参数化模型的预测控制器设计研究。干燥系统是一个非线性过程,得到的参数模型是非线性的,这些条件允许测试算法NEPSAC(扩展、预测和自适应非线性控制器)的性能。它显示了该装置的特点,并对该装置的非线性模型作了简要描述。给出了控制器的设计细节,并将其结果与广义模型预测控制(GPC)和PID控制结果进行了比较。控制器的实现采用MATLAB®软件,并采用嵌入式系统进行数据采集。
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Predictive and adaptive nonlinear controller applied to a drying process of cocoa beans
This paper describes the study for the design of a predictive controller based on the parametric model obtained for a dryer cocoa plant. The drying system is a nonlinear process, the parametric model obtained is nonlinear, these conditions allowed test the performance of algorithm NEPSAC (extended, predictive and self-adaptive nonlinear controller). It shows characteristics of the plant and a brief description of nonlinear model of the plant is made. The controller design details are shown and furthermore NEPSAC results are compared with Generalized Model Predictive Control (GPC) and PID control results. The implementation of the controllers was done using MATLAB® Software and an embedded system for the collect of the data.
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