| 基于BP网络的PID控制器参数整定法研究 |
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| 引用本文： | 高峰.基于BP网络的PID控制器参数整定法研究[J].科技信息,2012(17):26-27. |
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| 作者姓名： | 高峰 |
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| 作者单位： | 商丘师范学院物理与电气信息学院 |
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| 摘 要： | 将神经网络和PID参数的整定相结合,提出了基于误差反传神经网络的PID参数整定方法,通过神经网络的自学习和权值调整寻找最优的PID参数。该方法适用于非线性系统和时变系统,实现了PID参数的在线整定。
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| 关 键 词： | PID控制 参数整定 BP网络 权值调整 自学习 |
The Tuning Method of PID Parameters Based on BP Neural Network |
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| GAO Feng.The Tuning Method of PID Parameters Based on BP Neural Network[J].Science,2012(17):26-27. |
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| Authors: | GAO Feng |
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| Institution: | GAO Feng(Department of Physics and Electrical Information,Shangqiu Teachers College,Shangqiu Henan,476000) |
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| Abstract: | In this paper,neural network is combined with tuning of PID parameters,and the tuning method based on BP neural network,which searches for optimum PID parameters by the self-learning and weights adjusting of neural network is presented.It applies to nonlinear system and time-varing system and achieves the on-line adjusting of PID parameters. |
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| Keywords: | PID control Parameter tuning BP network Weights adjusting Self-learning |
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