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基于神经网络的大容积环境温度模拟系统的辨识与控制

Qiang ZHANG,Xue-mei CHEN,Shu-xing FENG,Wei-qiang YUE

INDUSTRIAL INSTRUMENTATION & AUTOMATION（2005）

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Abstract
构建了DFOPDT复合模型及其基于神经网络的阶跃响应辨识方法,该方法用阶跃响应数据和模型参数的预测目标值对网络进行训练,使网络收敛于较优解;提出了Bang-Bang、神经网络和自适应PID三段组合式控制策略.试验证明辨识算法精确度高,控制策略效果好.
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Key words
Real-Time Monitoring,Monitoring System
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