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| 智能控制及其应用 | |
| 引用本文： | 邹恩,林亿钦,张泰山. 智能控制及其应用[J]. 湖南工业大学学报, 2003, 17(5) |
| 作者姓名： | 邹恩 林亿钦 张泰山 |
| 作者单位： | 1. 中南大学,信息科学与工程学院,湖南,长沙,410083;株洲工学院,电气工程系,湖南,株洲,412008 2. 广东西部沿海高速公路有限公司,广东,广州,510000 3. 中南大学,信息科学与工程学院,湖南,长沙,410083 |
| 基金项目： | 湖南省自然科学基金资助项目(01JJY3029) |
| 摘 要： | 介绍了一些有关智能控制的基本概念,如模糊控制,自适应模糊神经控制,专家模糊系统和人工神经网络等等,并简要分析了模糊理论与人工神经网络的特点,将人工神经网络技术与PID控制相结合,用神经网络PID控制方法控制一个温控系统,从输出曲线中可见,这种方法有输出超调小、上升时间快等许多优点,为系统提供了一个优良的控制效果。 |
| 关 键 词： | 智能控制 神经网络 温度控制系统 |
Intelligence Control and its Application |
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| Abstract: | The author introduces some basic concepts about intelligence control in this paper, which includes fuzzy control, adaptive fuzzy-neural control, expert fuzzy system and artificial neural networks and so on, and features of fuzzy theory and artificial neural network are briefly analyzed. Finally, the author combines artificial neural network techniques with PID control, the neural network PID control method is applied to the temperature control system, seeing from the output curve, the present method has many advantages of small overshoot, short setting-time, and an excellent control result has provided for the system. |
| Keywords: | intelligence control neural network temperature control system. |
| 本文献已被 CNKI 万方数据 等数据库收录！ | |