| 基于ANFIS的循环流化床锅炉燃烧系统控制研究 |
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| 引用本文： | 闫琦,张雨飞.基于ANFIS的循环流化床锅炉燃烧系统控制研究[J].电力学报,2011,26(6):502-505. |
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| 作者姓名： | 闫琦 张雨飞 |
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| 作者单位： | 东南大学能源与环境学院,南京,210096 |
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| 摘 要： | 循环流化床锅炉的燃烧系统是一个时变、大滞后、多变量强耦合的复杂对象,常规的PID控制效果不佳.为了更好地解决这类对象的控制问题,提出了一种新型的控制方案,基于自适应神经网络模糊推理系统(ANFIS)设计自适应模糊神经网络控制器.将其应用到循环流化床锅炉燃烧系统控制中,利用Matlab对该控制系统进行仿真,并与常规PID...
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| 关 键 词： | 锅炉 循环流化床 ANFIS 仿真 燃烧系统 PID |
The Research on Circulating Fluidized Bed Boiler Combustion Control System Based on ANFIS |
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| YAN Qi
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ZHANG Yu-fei.The Research on Circulating Fluidized Bed Boiler Combustion Control System Based on ANFIS[J].Journal of Electric Power,2011,26(6):502-505. |
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| Authors: | YAN Qi ZHANG Yu-fei |
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| Affiliation: | (Department of Energy and Environment,Southeast University,Nanjing 210096,China) |
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| Abstract: | The combustion control system of Circulating Fluidized Bed Boiler(CFBB) is an object that has many features,including time-varying,big lagging and a lot of tightly coupled variables.The effect of the conventional PID control is not good enough.A new combustion control system design scheme is proposed to solve this problem that the main controller design is based on Adaptive Network-based Fuzzy Inference System(ANFIS).It was applied to combustion control of a CFBB and compared with the conventional PID control scheme.The results show that the newly proposed method has a better control quality than PID does. |
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| Keywords: | boil CFBB ANFIS simulation combustion control system PID |
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