| 基于遗传算法的锅炉给水系统聚类自适应模糊控制器的设计 |
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| 引用本文： | 窦春霞,曲正伟,王云静. 基于遗传算法的锅炉给水系统聚类自适应模糊控制器的设计[J]. 汽轮机技术, 2003, 45(2): 82-84 |
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| 作者姓名： | 窦春霞 曲正伟 王云静 |
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| 作者单位： | 燕山大学,电气工程学院,秦皇岛,066004 |
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| 摘 要： | 将聚类算法和模糊控制相结合，提出了一种新型的聚类自适应模糊控制器，应用于非线性、多干扰和强耦合的锅炉给水系统中，并用改进的遗传算法将模糊控制器的隶属参数进行优化。仿真表明该方案的适应性、实时性、鲁棒性都很强，具有很强的工程实用价值。
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| 关 键 词： | 遗传算法 聚类算法 模糊控制器 鲁棒性 锅炉 给水系统 |
| 文章编号： | 1001-5884(2003)02-0082-03 |
| 修稿时间： | 2002-06-06 |
Design of Clustering Adaptive Fuzzy Controller of Drum Boiler Water Supply System Based on Genetic Algorithms |
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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 applied to nonlinear strong coupling water supply system of drum boiler. Its subjection parameters are optimized by genetic algorithms improved. 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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