| 神经网络PID控制在柴油机调速系统中的应用 |
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| 引用本文： | 汤积仁,雷玉勇,聂光伟,袁卓林,孙书蕾,孙惠娟.神经网络PID控制在柴油机调速系统中的应用[J].煤矿机械,2010,31(1). |
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| 作者姓名： | 汤积仁 雷玉勇 聂光伟 袁卓林 孙书蕾 孙惠娟 |
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| 作者单位： | 西华大学机械工程与自动化学院,成都,610039 |
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| 基金项目： | 人事部资助项目(07202081);;国家自然科学基金(50844033) |
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| 摘 要： | 在建立柴油机转速控制系统数学模型基础上,将常规PID调节与神经网络相融合,设计了柴油机转速控制系统PID神经元网络控制器及其算法。在Simulink环境下对柴油机转速控制系统进行了仿真研究。仿真结果表明,PIDNN控制器具有良好的动态性能和较强的鲁棒性,与单一PID控制相比,大大改善了柴油机转速控制系统的性能,具有良好的推广应用价值。
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| 关 键 词： | PID控制 PID神经元网络 转速控制 柴油机 仿真 SIMULINK |
Application of PID Neural Network in Control of Diesel Engine Speed |
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| TANG Ji-ren,LEI Yu-yong,NIE Guang-wei,YUAN Zhuo-lin,SUN Shu-lei,SUN Hui-juan.Application of PID Neural Network in Control of Diesel Engine Speed[J].Coal Mine Machinery,2010,31(1). |
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| Authors: | TANG Ji-ren LEI Yu-yong NIE Guang-wei YUAN Zhuo-lin SUN Shu-lei SUN Hui-juan |
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| Affiliation: | School of Mechanical Engineering and Automation/a>;Xihua University/a>;Chengdu 610039/a>;China |
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| Abstract: | Based on the mathematical model of speed control for diesel engine,the PID neural network control unit as well as its arithmetic was studied by combined PID with neural network.The numeric simulation of speed control of diesel engine was carried out based on Simulink.The results show that the PIDNN has very good dynamic performance and strong robust.Compared with traditional PID,the performance of speed control of diesel engine was greatly improved.It has good value in practical applications. |
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| Keywords: | PID control PID neural network speed control diesel engine simulation SIMULINK |
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