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Position: Home > Articles > A Fuzzy Controller Based on Genetic Optimization and Its Application to a Distributed Control System of Greenhouse Transactions of the Chinese Society for Agricultural Machinery 2002,33 (3) 81-84

遗传优化模糊控制器在温室控制系统中的应用

作  者:
朱伟兴;毛罕平;李萍萍;李新城;马长华
单  位:
江苏大学电气信息学院;江苏大学机械工程学院
关键词:
温室;模糊控制器;优化;遗传算法
摘  要:
提出了采用遗传算法优化隶属函数实现模糊控制器优化设计的方法 ,并将这种优化设计的模糊控制器应用于温室集散控制系统中。试验结果表明 ,优化后的模糊控制器具有良好的动、静态性能和较好的节能效果。此外 ,这种控制模式还能降低控制系统的成本 ,提高整个系统的运行效率和可靠性
译  名:
A Fuzzy Controller Based on Genetic Optimization and Its Application to a Distributed Control System of Greenhouse
作  者:
Zhu Weixing Mao Hanping Li Pingping Li Xincheng Ma Changhua (Jiangsu University)
关键词:
Greenhouse, Fuzzy controller, Optimization, Genetic algorithm
摘  要:
A new method of optimizing membership functions using genetic algorithm to realize optimal design of fuzzy controllers was proposed. The optimal fuzzy controller was successfully applied to a distributed control system of greenhouse environmental parameters. The test results showed that the optimal fuzzy controller had a good dynamic and static performances as well as a remarkable effect on power saving. Besides, this kind of control model could reduce the cost of the control system and raise the working efficiency and reliability of the whole system.

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