| 纺织生产过程温控系统的灰色预测控制 |
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| 引用本文： | 林丽君,王宏楠.纺织生产过程温控系统的灰色预测控制[J].纺织高校基础科学学报,2009,22(2):254-257. |
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| 作者姓名： | 林丽君 王宏楠 |
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| 作者单位： | 辽宁石油化工大学,信息与控制工程学院,辽宁,抚顺,113001 |
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| 基金项目： | 辽宁省教育厅科学研究计划资助 |
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| 摘 要： | 提出了利用灰色预测控制对纺织生产过程中温控系统进行控制.该算法采用改进的灰色模型对系统输出值进行预测,并采用单神经元PID控制器对控制量进行调整,使输出尽快达到设定值.以工业水浴锅温度控制为例,进行了仿真分析.结果表明, 该方法能够使系统较快达到稳定,并有较好的自适应性和鲁棒性,证明了该算法的有效性.
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| 关 键 词： | 温控系统 预测控制 灰色模型 单神经元PID控制器 |
Temperature control system on textile production processes with gray predictive control |
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| LIN Li-jun,WANG Hong-nan.Temperature control system on textile production processes with gray predictive control[J].Basic Sciences Journal of Textile Universities,2009,22(2):254-257. |
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| Authors: | LIN Li-jun WANG Hong-nan |
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| Affiliation: | LIN Li-jun,WANG Hong-nan(School of Information and Control Engineering,Liaoning Shihua University,Fushun,Liaoning 113001,China) |
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| Abstract: | Gray predictive control is proposed for temperature control system on textile production process.Improved gray model is used to predict the output of the system,and control quantity is adjusted by neuron PID controller,so the output can approach the set point fast.A study on the textile production processes's temperature control system shows that this method can reach the stabilization as soon as possible,has great adaptability and robustness,and verifies its effectiveness. |
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| Keywords: | temperature control system predictive control gray model neuron PID controller |
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