ZHOU Yuan, PENG Zhong-zhong, HUANG Liang-pei. Forecast Model of Cement Decomposing Furnace Performance Parameters[J]. 2010, 15(6): 86-90.DOI:
水泥分解炉运行参数预测模型
摘要
为了实现水泥分解炉非线性系统的建模与控制
利于数学分析等特点的T-S型模糊推理与可以实现任意非线性映射的神经网络相结合
在水泥分解炉生产工艺分析的基础上
建立了水泥分解炉运行参数的模糊神经网络预测模型.该预测模型结合某大型水泥厂现场采集的生产数据
进行了仿真验证.结果表明
模型计算简单
模型网络运算输出值(预测值)与样本期望值(现场采集数据)相差很小
说明该模糊神经网络具有较好的预测能力和泛化能力.
Abstract
To obtain the modeling and control for nonlinearity system of cement decomposing furnace
T-S fuzzy inference where mathematics analysis is easy is combined with neural network which has random non-linear mapping characteristics.Based on analysis of production technology for decomposing furnace
a fuzzy neural network forecast model of decomposing furnace performance parameters is established.The model is simulated with the data collected online from a large-scale cement plant.The simulation shows that the mo...