上海计量测试2024,Vol.51Issue(4) :68-70,73.

基于改进型灰狼算法的热电偶温度传感器检定校准方法

Calibration method for thermocouple temperature sensors based on improved grey wolf algorithm

邓月
上海计量测试2024,Vol.51Issue(4) :68-70,73.

基于改进型灰狼算法的热电偶温度传感器检定校准方法

Calibration method for thermocouple temperature sensors based on improved grey wolf algorithm

邓月1
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作者信息

  • 1. 中国航发哈尔滨东安发动机有限公司
  • 折叠

摘要

当前热电偶温度传感器检定校准模型一般为独立测算结构,校准的整体效率较低,导致检定校准示值误差增大,为此,提出基于改进型灰狼算法的热电偶温度传感器检定校准方法.通过引入改进型灰狼算法,有效提高热电偶测量效率及测量准确度,并减小了扩展不确定度.根据校准需求,先设定温度传感数据采集及检定校准标准,采用多阶的方式,提升校准的整体效率,构建多阶改进型灰狼测算检定校准模型,采用自适应比对修正的方式来实现校准处理.测试结果表明:针对设定的20~1 200℃,经过三个周期的测定,最终得出的检定校准示值误差均值小于1.59℃,说明在改进型灰狼算法的辅助下,所设计的热电偶温度传感器检定校准方法更高效,针对性较强,具有实际应用价值.

Abstract

The current calibration model for thermocouple temperature sensors is generally an independent calculation structure,and the overall efficiency of calibration is low,which leads to an increase in the error of calibration indication.Therefore,a design of a thermocouple temperature sensor calibration method based on an improved grey wolf algorithm is proposed.By introducing an improved grey wolf algorithm,the measurement efficiency and accuracy of thermocouples are effectively improved,and the expanded uncertainty is reduced.Based on the current calibration requirements,first collect temperature sensing data and set calibration standards for calibration.Adopting a multi-stage approach to improve the overall efficiency of calibration,construct a multi-stage improved grey wolf calculation calibration model,and use adaptive comparison correction to achieve calibration processing.The test results show that for the set temperature range of 20℃to 1 200℃,after three cycles of measurement,the mean error of the final calibration indication is well controlled below 1.59℃,indicating that with the assistance of the improved grey wolf algorithm,the designed thermocouple temperature sensor calibration method is more efficient,targeted,and has practical application value.

关键词

改进型灰狼算法/热电偶/温度传感器/检定校准/校准方法/温度控制

Key words

improved grey wolf algorithm/thermocouples/temperature sensor/verification and calibration/calibration method/temperature control

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出版年

2024
上海计量测试
上海市计量测试技术研究院,上海市计量测试学会,上海市计量协会

上海计量测试

影响因子:0.171
ISSN:1673-2235
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