| 启发式动态规划在糖厂澄清工段pH值控制中的应用 |
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| 引用本文： | 宋春宁,王保录,周晓华.启发式动态规划在糖厂澄清工段pH值控制中的应用[J].自动化仪表,2012,33(5):46-49,56. |
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| 作者姓名： | 宋春宁 王保录 周晓华 |
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| 作者单位： | 1. 广西大学电气工程学院,广西南宁,530004
2. 广西大学电气工程学院,广西南宁530004;广西工学院电子信息与控制工程系,广西柳州545006 |
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| 基金项目： | 国家自然科学基金资助项目(编号:60964002);广西教育厅科研基金资助项目(编号:200911MS11) |
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| 摘 要： | 糖厂澄清工艺是一个复杂的物理化学反应过程,具有强非线性、时变大时滞、多输入输出等特点,对其建立精确的数学模型和实现pH值的稳定控制非常困难.为此,基于模糊神经网络和启发式动态规划(HDP)控制器,构建了模糊神经网络模型.该模型的具体实现过程是将HDP优化方法应用于澄清工段,模拟试验装置中的中和pH值控制.试验表明,该控制系统取得了很好的控制效果,具有很强的鲁棒性.
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| 关 键 词： | 实时数据 非线性系统 模糊神经网络 启发式动态规划(HDP) 大时滞 |
Application of Heuristic Dynamic Programming in pH Control of Clarifying Workshop Section in Sugar Refinery |
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| Song Chunning Wang Baolu Zhou Xiaohua.Application of Heuristic Dynamic Programming in pH Control of Clarifying Workshop Section in Sugar Refinery[J].Process Automation Instrumentation,2012,33(5):46-49,56. |
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| Authors: | Song Chunning Wang Baolu Zhou Xiaohua |
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| Affiliation: | Song Chunning Wang Baolu Zhou Xiaohua |
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| Abstract: | The clarifying workshop section in sugar refinery is a complicated physical and chemical reaction process;it features strong nonlinear,time varying,large time hysteresis and MIMO,so it is difficult to establish precise mathematical model and implement stable control for pH value.Therefore,the method of establishing fuzzy neural network model by combining fuzzy neural network theory and HDP controller is proposed;and the heuristic dynamic programming optimization is used in emulated experimental facility of clarifying workshop section to control and stabilize the pH value.The experiment shows that the system acquires very good control effect and possesses strong robustness. |
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| Keywords: | Real-time data Non-linear system Fuzzy neural network Heuristic dynamic programming(HDP) Large time delay |
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