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Position: Home > Articles > The Realize and Application of Single Neuron Controller in Digital AC Motor Control System Journal of Agricultural Mechanization Research 2003 (4) 158-160

数字化电机调速系统中神经元控制器的应用

作  者:
孙宇新
单  位:
江苏大学电气信息工程学院
关键词:
计算机应用;矢量控制;设计应用;神经元;自适应
摘  要:
神经网络具有自学习、自适应能力,用于控制时可不依赖控制对象的数学模型。为此,基于单神经元设计出用于交流电机矢量控制的自适应磁链和转速控制器,并应用于由数字信号处理器(DSP)实现的交流电机矢量控制系统中,实验表明:此方法设计的控制器结构简单,易于数字化实现,控制系统动态性能良好。
译  名:
The Realize and Application of Single Neuron Controller in Digital AC Motor Control System
作  者:
SUN Yu-xin (School of Electrical and Information Engineering, Jiangsu University, Zhenjiang, 212013, China)
关键词:
calculator application; vector control; design application; single neuron, digital signal processor
摘  要:
The neural network with the capability of self-study and self-adaptive, can control a system without modeling the plant. Design the adaptive flux controller and speed controller based neuron for the induction motor vector control using digital signal processor, realize the adaptive control .The result shows that the designed scheme is simply and easy to digital achieving, prefect in dynamic performance.

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