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一种专家智能融合控制策略及其应用
The Merged Intelligent Expert Control Strategy and its Application
【摘要】 介绍一种将智能控制理论及专家系统知识进行融合,用遗传算法离线优化了带多个调整因子的模糊控制器的调整因子,然后用专家知识对模糊控制器的量化因子和比例因子进行在线调节。该控制策略提高了模糊控制器的响应特性,应用于典型电液伺服系统中,改善了系统性能,有效地抑制了超调和干扰。
【Abstract】 A control strategy is introduced. It is merged with intelligent control theory and expert system knowledge. The multiple factors for regulation in fuzzy controller are optimized off-line by heredity algorithm and the quantization factor and ratio factor of the fuzzy controller are adjusted on-line by expert knowledge. The response feature of the fuzzy controller has been enhanced by this control strategy. Adopted in electro-hydraulic servo system, it improved the system performance and effectively eliminated the overshoot and interference.
【关键词】 控制策略;
融合控制;
智能控制;
专家系统;
遗传算法;
模糊控制器;
电液伺服系统;
【Key words】 Control strategy Merged control Intelligent control Expert system Heredity algorithm Fuzzy controller Electro-hydraulic servo servo system;
【Key words】 Control strategy Merged control Intelligent control Expert system Heredity algorithm Fuzzy controller Electro-hydraulic servo servo system;
【基金】 中国工程物理研究院院外基金资助项目:970319。
- 【文献出处】 自动化仪表 ,Process Automation Instrumentation , 编辑部邮箱 ,2000年07期
- 【分类号】TP273.4
- 【被引频次】12
- 【下载频次】98