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首页> 外文期刊>International Journal of Performability Engineering >Control Method of Multi-Split Wireless Remote Monitoring System
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Control Method of Multi-Split Wireless Remote Monitoring System

机译:多拆分无线远程监控系统的控制方法

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摘要

In order to maintain the normal operation of production equipment, achieve the maximum utilization of personnel and the purpose of reducing personnel without reducing efficiency. It is necessary to research the control method of multi-split wireless remote monitoring system. At present, the method of controlling the multi-split wireless remote monitoring system based on fuzzy PID controller is commonly adopted. Firstly, the data of the multi-split wireless remote monitoring system was collected. Secondly, the wavelet transform was used to smooth the data and remove the interference data. Finally, fuzzy PID controller was used to control the multi-split wireless remote monitoring system online. Due to the fuzzy PID controller, although the current method can achieve comprehensive control, large control error and serious network congestion are the main problems. In order to accurately analyze the current network situation and reduce the network delay rate, a method to control the multi-split wireless remote monitoring system based on neuron PID controller was put forward. Firstly, the relevant data of multi-split wireless remote monitoring system were collected. Then, the network prediction function was used to analyze current network situation of the remote monitoring system, and the relevant network data parameters were calculated. According to the calculation results, the neural PID controller was used to achieve the real-time control for the multi-split wireless remote monitoring system. Simulation results show that the proposed method can predict and analyze the current network conditions accurately and avoid network congestion. Thus, real-time control for the remote monitoring system is achieved.
机译:为了保持生产设备的正常运行,实现人员的最大利用和减少人员的目的而不降低效率。有必要研究多拆分无线远程监控系统的控制方法。目前,通常采用基于模糊PID控制器控制多分体无线远程监控系统的方法。首先,收集了多分割无线远程监控系统的数据。其次,使用小波变换来平滑数据并去除干扰数据。最后,模糊PID控制器用于在线控制多分割无线远程监控系统。由于模糊PID控制器,虽然目前的方法可以实现全面的控制,但大控制误差和严重的网络拥塞是主要问题。为了准确分析当前的网络情况并降低网络延迟率,提出了一种控制基于神经元PID控制器的多分割无线远程监控系统的方法。首先,收集了多分割无线远程监控系统的相关数据。然后,使用网络预测功能来分析远程监控系统的当前网络情况,并计算相关的网络数据参数。根据计算结果,神经PID控制器用于实现多分割无线远程监控系统的实时控制。仿真结果表明,该方法可以准确地预测和分析当前的网络条件,避免网络拥塞。因此,实现了远程监控系统的实时控制。

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