| 线性预测模型BP神经网络PID控制算法的研究 |
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| 引用本文： | 付正刚,唐军. 线性预测模型BP神经网络PID控制算法的研究[J]. 现代机械, 2010, 0(5): 30-32 |
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| 作者姓名： | 付正刚 唐军 |
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| 作者单位： | [1]贵州大学电气工程学院,贵州贵阳550002 [2]贵州大学继续教育学院,贵州贵阳550002 |
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| 摘 要： | 针对经典PID控制参数整定困难和基本BP算法收敛速度慢、易陷入局部极小的缺点,提出一种基于线性预测模型BP神经网络的PID控制方法,重点阐述算法过程。最后在MATLAB软件上进行仿真,仿真结果表明该控制算法是有效的。
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| 关 键 词： | 线性预测模型 BP神经网络 PID 最小二乘法 |
The Research of Linear Prediction Model BP Neural Network PID Control Algorithm |
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| FU Zhenggang,TANG Jun. The Research of Linear Prediction Model BP Neural Network PID Control Algorithm[J]. Modern Machinery, 2010, 0(5): 30-32 |
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| Authors: | FU Zhenggang TANG Jun |
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| Affiliation: | FU Zhenggang,TANG Jun |
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| Abstract: | For the classic PID control parameters tuning difficulties and basic BP algorithm is slow convergence and easy to fall into local minimum of the shortcomings,this passage presents a linear prediction model based on BP neural network PID control method,focusing on the algorithm process.The programming steps under MATLAB are finally described.Simulation result shows that the control algorithm is effective. |
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| Keywords: | linear prediction model BP neural network PID least square method |
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