| 遗传优化模糊控制器在温室控制系统中的应用 |
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| 引用本文： | 朱伟兴,毛罕平,李萍萍,李新城,马长华.遗传优化模糊控制器在温室控制系统中的应用[J].农业机械学报,2002,33(3):76-79. |
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| 作者姓名： | 朱伟兴 毛罕平 李萍萍 李新城 马长华 |
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| 作者单位： | 1. 江苏大学电气信息学院
2. 江苏大学机械工程学院 |
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| 基金项目： | 国家自然科学基金资助项目 (项目编号 :3 9870 15 3 )，江苏省“九五”重大攻关项目 (项目编号 :BG985 0 2 1) |
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| 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、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。
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| 关 键 词： | 模糊控制器 遗传优化 温室控制系统 应用 运行效率 可靠性 应用 |
| 修稿时间： | 2001年9月6日 |
A Fuzzy Controller Based on Genetic Optimization and Its Application to a Distributed Control System of Greenhouse |
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| Zhu Weixing,Mao Hanping,Li Pingping,Li Xincheng,Ma Changhua.A Fuzzy Controller Based on Genetic Optimization and Its Application to a Distributed Control System of Greenhouse[J].Transactions of the Chinese Society of Agricultural Machinery,2002,33(3):76-79. |
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| Authors: | Zhu Weixing Mao Hanping Li Pingping Li Xincheng Ma Changhua |
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| Institution: | Jiangsu University |
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| Abstract: | 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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| Keywords: | Greenhouse Fuzzy controller Optimization Genetic algorithm |
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