In order to improve the control effect of the tension fluctuation, a single neuron adaptive control strategy based on quadratic performance index is proposed in this paper. The structure and the working principle of carbon fiber diagonal loom are studied which can be used for dynamic analysis and controller design. With the idea of optimal control, the parameters of the controller are adjusted by minimizing the sum of the square of the output error and the control increment. The simulation results based on TrueTime show that the strategy adopted in this paper compared with the traditional control strategy have the advantages of faster response time and smaller overshoot in networked control system.

中文翻译：

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自适应控制在碳纤维斜织机上的应用

为了提高张力波动的控制效果，本文提出了一种基于二次性能指标的单神经元自适应控制策略。研究了碳纤维斜织机的结构和工作原理，可用于动态分析和控制器设计。本着最优控制的思想，通过最小化输出误差的平方和控制增量的和来调整控制器的参数。基于TrueTime的仿真结果表明，本文采用的策略与传统控制策略相比，在网络化控制系统中具有响应时间更快、超调量更小的优点。