| 锅炉燃烧系统的聚类自适应模糊控制器的设计 |
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| 引用本文： | 窦春霞,张兴中.锅炉燃烧系统的聚类自适应模糊控制器的设计[J].系统工程学报,2002,17(4):336-339. |
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| 作者姓名： | 窦春霞 张兴中 |
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| 作者单位： | 燕山大学,秦皇岛,066004 |
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| 摘 要： | 将聚类算法和模糊控制相结合，提出一种新型的聚类自适应模糊控制方案，应用于非线性、大延迟、强耦合的锅炉燃烧系统中，并用遗传算法将模糊控制器的隶属参数进行了优化，仿真表明该方案的适应性和鲁棒性都很强，具有很大的工程实用价值。
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| 关 键 词： | 锅炉 燃烧系统 聚类 自适应模糊控制器 设计 模糊控制 鲁棒性 |
| 文章编号： | 1000-5781(2002)04-0336-04 |
| 修稿时间： | 2001年3月22日 |
Design of clustering adaptive fuzzy controller for drum boiler burning system based on genetic algorithms |
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| DOU Chun xia,ZHANG Xing zhong.Design of clustering adaptive fuzzy controller for drum boiler burning system based on genetic algorithms[J].Journal of Systems Engineering,2002,17(4):336-339. |
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| Authors: | DOU Chun xia ZHANG Xing zhong |
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| Abstract: | Based on the combination of clustering algorithm and fuzzy control, a kind of new clustering adaptive fuzzy controller is designed,and is used in a nonlinear, long time delay, strong coupling burning system of drum boiler. Its membership parameters are optimized by genetic algorithm. Simulation results show the project has good adaptability and strong robustness, The results show that efficiency prospects for its further applications. |
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| Keywords: | genetic algorithm clustering algorithm fuzzy controller robustness |
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