THE RESEARCH ON AN ADAPTIVE NEURAL CONTROLLER

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THE RESEARCH ON AN ADAPTIVE NEURAL CONTROLLER

更新时间：2025-09-28

- THE RESEARCH ON AN ADAPTIVE NEURAL CONTROLLER
- Thermal Power Generation Issue 4, Pages: 42-44(2000)
- 作者机构：
  
  西安交通大学,西安,710049
- 作者简介：
- 基金信息：
- DOI：
  CLC： TP18
- Published：2000
- 稿件说明：
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THE RESEARCH ON AN ADAPTIVE NEURAL CONTROLLER[J]. Thermal power generation, 2000, (4): 42-44.
DOI：

THE RESEARCH ON AN ADAPTIVE NEURAL CONTROLLER[J]. Thermal power generation, 2000, (4): 42-44. DOI：

摘要

在非线性系统的神经网络模型基础上，以Ｃｌａｒｔｅ一阶条件为目标函数，运用线性化方法提出了一种自适应预测控制算法。由于利用了神经网络良好的非线性逼近能力和学习特性，所设计的控制器具有较强的自适应能力，能够实现对非线性系统的有效控制。通过仿真证明了算法的有效性。

Abstract

In this paper an adaptive neural network predicative control algorithm is presented on the basis of the BP neural network model of nonlinear. In the algorithm

Clarke one - step condition is chosen to be the optimal function and linearization method is used. As the neural network has a good property of nonlinear approach and self - learning

our controller is well self- adaptive and able to coned a nonlinear system Simulation results show the effectiveness of our algorithm.

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