| 引用本文: | 刘 军, 刘 丁, 张光辉.输油泵模糊控制器的设计及优化[J].控制理论与应用,2003,20(3):394~398.[点击复制] |
| LIU Jun, LIU Ding, ZHANG Guang-hui.Design and optimization of fuzzy controller for petroleum pump system[J].Control Theory and Technology,2003,20(3):394~398.[点击复制] |
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| 输油泵模糊控制器的设计及优化 |
| Design and optimization of fuzzy controller for petroleum pump system |
| 摘要点击 1322 全文点击 1085 投稿时间：2001-08-20 修订日期：2002-09-16 |
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| DOI编号 10.7641/j.issn.1000-8152.2003.3.015 |
| 2003,20(3):394-398 |
| 中文关键词 输油泵 模糊控制 遗传算法 优化控制 |
| 英文关键词 petroleum pump fuzzy control genetic algorithms optimal control |
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| 中文摘要 |
| 由于大容量输油泵系统存在严重的非线性和时变性, 管道流量、输油泵入口压力及出口压力三个参数之间又存在耦合关系, 采用传统的PID控制器难以实现对流量、入口压力、出口压力的良好控制. 针对输油泵系统的特点, 提出了一种由两个模糊控制器组成的输油泵控制方案, 并应用改进的遗传算法对隶属函数和融合因子进行了优化. 仿真结果表明, 该控制器能够对管道流量、入口压力、出口压力进行协调优化控制. |
| 英文摘要 |
| Owing to uncertainties and non-linearity of the high power petroleum pump system and the couple relations among the flow and inlet pressure and outlet pressure of the system, it is difficult to achieve good control performance by using conventional PID controller. A new fuzzy control strategy of high power petroleum pump system which is composed of two fuzzy controllers is proposed to address those inefficiencies. Based on improved genetic algorithms, the membership functions and the parameters of the controller is optimized. Simulation results show the effectiveness of the new control strategy. |
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