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Research on Monitoring of Gymnastics Facilities and Intelligent Optimal Distribution of Gymnastics Venues Based on Internet of Things

机译:基于物联网的体操设施监控与体操场馆智能优化布局研究

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摘要

In view of the low level of gymnastics facilities monitoring and intelligent management of gymnastics venues, which cannot effectively manage gymnastics venues in real time, this paper proposes a method of gymnastics facilities monitoring and intelligent optimization distribution of gymnastics venues in the Internet of Things. This paper will build an information monitoring model, introduce a particle swarm optimization algorithm to participate in the location layout, and explore the actual effect of gymnastics and the Internet of Things. The research results show that (1) the system can measure the mechanical error of facilities and ensure that the controllable fault tolerance rate is less than 1. (2) The quality of system monitoring is evaluated in accuracy, time, delay, and satisfaction, and the results are basically satisfactory, but the accuracy and time still need to be improved. (3) Using the evaluation system of sports facilities to test the temperature, humidity, facility pressure, and energy consumption suitable for gymnastics and to verify the injury tendency of athletes. When the damage tendency is between 70 and 100, the actual damage rate is 1. (4) The speed of the PSO algorithm is faster than other methods, which is used to optimize the layout of gymnastics venues and has a certain role in promoting the construction of gymnastics venues. The system model designed in this paper performs well in gymnastics and needs to be further improved and optimized.
机译:针对体操场馆体操设施监控与智能化管理水平较低,无法对体操场馆进行实时有效管理的问题,提出一种物联网下体操场馆的体操设施监控与智能优化分布方法。本文将构建信息监测模型,引入粒子群优化算法参与位置布局,探索体操和物联网的实际效果。研究结果表明:(1)该系统能够测量设施的机械误差,保证可控容错率小于1%。(2)从准确性、时间、时延、满意度等方面对系统监控质量进行评价,结果基本满意,但精度和时间仍有待提高。(3)利用体育设施评价系统,测试适合体操的温度、湿度、设施压力、能耗,验证运动员的损伤倾向。当损伤倾向在70%-100%之间时,实际损伤率为1。(4)PSO算法的速度比其他方法快,用于优化体操场馆的布局,对体操场馆的建设有一定的促进作用。本文设计的系统模型在体操中表现良好,需要进一步改进和优化。

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