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Optimization Research on the Circuit Breaker Instantaneous Characteristic Experiment Based on Neural Network

机译:基于神经网络的断路器瞬时特征实验的优化研究

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The circuit breaker's instantaneous characteristic test equipment controlled by computer is introduced in this paper. There are still some problems in the design. To address those issues, compensation coefficient is presented in order to improve the accuracy of instantaneous current. Based on analyzing the influencing factors of instantaneous current and establishing equivalent model, neural network control method is adopted. Under LabVIEW software environment, neural network which has been trained by MATLAB script node is called to compute the compensation coefficient. In order to enhance system adaptability, the neural network online adjustment is achieved by changing training samples. The accuracy of instantaneous current is further improved.
机译:本文介绍了电脑控制的断路器的瞬时特性测试设备。设计中仍有一些问题。为了解决这些问题,提出了补偿系数以提高瞬时电流的准确性。基于分析瞬时电流的影响因素,建立等效模型,采用神经网络控制方法。在LabVIEW软件环境下,调用由Matlab脚本节点训练的神经网络来计算补偿系数。为了提高系统适应性,通过改变训练样本来实现神经网络在线调整。瞬时电流的准确性进一步提高。

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