采用自适应系统对道岔智能加热控制系统进行间接测量

IF 0.6 Q4 ENGINEERING, MECHANICAL Journal of Measurements in Engineering Pub Date : 2022-12-05 DOI:10.21595/jme.2022.23028
Ruslans Muhitovs, M. Mezitis, G. Strautmanis, Vladimirs Iriskovs
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引用次数: 0

摘要

本文讨论了将回归分析、模糊逻辑建模和自适应系统等结果应用于铁路道岔加热控制回路的可能性,以降低能耗,减少开关时的浪涌电流,延长加热元件的寿命。基于各种研究[2-4],提出了一些新的解决方案来弥补现有解决方案的不足。为解决上述问题,提出并描述了一种试验点电加热自适应控制系统。用回归分析和模糊逻辑元件驱动脉宽调制控制点电加热系统的实验。自适应方法允许排除接触式温度传感器,这与系统可靠性的降低有关,但使用这种可以间接确定所需轨道加热温度的控制方法可以防止这一事实。结论表明,引入脉宽调制等自适应方法的方法可以更有效地控制点电加热-使用程序代码,控制系统将通过调节加热打开和关闭的时间间隔来调节加热。
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Indirect measurements in the intelligent heating control system for the turnout using adaptive systems
The article discusses the possibility of applying the results of regression analysis [1], fuzzy logic modelling and adaptive systems as such for use in heating control circuits of railway turnouts in order to reduce energy consumption, reduce current surges during on/off switching, and extend the life of heating elements. Based on various researches [2-4] some new solutions are proposed to fulfil shortages of current solutions. As a proposed solution to the described problem, an experimental point electric heating adaptive control system is proposed and described. Experiment of controlling point electric heating system using pulse-width modulation driven by values of regression analysis and fuzzy logic elements. Adaptive methods allowed to dismiss contact temperature sensors, which is associated with a decrease in the reliability of the system, but this fact is prevented by the use of such control methods that can indirectly determine the required rail heating temperature. Conclusions show that the approach of introducing adaptive methods like pulse-width modulation allows to control point electric heating in more efficient way – using program code, control system will adjust heating by adjusting time intervals when the heating is turned on and off.
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来源期刊
Journal of Measurements in Engineering
Journal of Measurements in Engineering ENGINEERING, MECHANICAL-
CiteScore
2.00
自引率
6.20%
发文量
16
审稿时长
16 weeks
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