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A new control method of heart pump drive system based on neural network control

机译:基于神经网络控制的心脏泵驱动系统控制新方法

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摘要

In order to satisfy the special requirements of the artificial heart pump designed by brushless DC motor, this paper presented a pulsating control system which can mimic the rhythm beating of the natural heart. It was modeled and simulated by adapting an intelligent algorithm of neural network PID. The results proved that, neural network PID control could effectively solve the problem that the parameters of the traditional PID control were difficult to be determined and the uncertain problem of the environmental disturbance. Besides, it had very good dynamic and static properties.
机译:为了满足无刷直流电动机设计的人工心脏泵的特殊要求,本文提出了一种可以模拟自然心脏节律的脉动控制系统。通过采用神经网络PID的智能算法对其进行建模和仿真。结果证明,神经网络PID控制可以有效解决传统PID控制参数难以确定和环境干扰的不确定性问题。此外,它具有非常好的动态和静态特性。

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