Application and simulation of neural nets in combustion system of circulating fluidized bed boiler

Xiao-peng Zhao, Chao-ying Liu, Xue-ling Song, Huan Yao
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引用次数: 4

Abstract

The combustion control of circulating fluidized bed boiler (CFBB) is an important but difficult link of its control system. An algorithm is introduced here, in which parameters of the PID controller are optimized online by BP neural networks and the programming steps are described. The mathematical models of combustion system of CFBB are analyzed. And both the simulation of conventional PID and BP-PID control algorithm are carried out in the combustion system of CFBB, it proved that this algorithm is valid and feasible.
神经网络在循环流化床锅炉燃烧系统中的应用与仿真
循环流化床锅炉的燃烧控制是循环流化床锅炉控制系统的一个重要而又困难的环节。本文介绍了一种利用BP神经网络在线优化PID控制器参数的算法,并给出了编程步骤。分析了循环流化床锅炉燃烧系统的数学模型。并对常规PID控制算法和BP-PID控制算法在循环流化床锅炉燃烧系统中进行了仿真,验证了该算法的有效性和可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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