基于关联系数寻优温差预测模型的快速pVTt法原位校准系统研究OA
Research on Fast pVTt In-situ Calibration System Based on Temperature Difference Prediction Model with Correlational Coefficient Optimization
研发了一套快速pVTt法原位校准系统,基于理想气体状态方程建立了气体流量计算模型,并通过搭建嵌入式系统进行实时数据处理,实现气体流量的自动化校准.为提升流量计算模型的准确度,对关键参数温度进行校正,基于理论分析构建了平均气体温度和容器外壁面温度之间的温差预测模型,并采用关联系数寻优法对该模型进行优化,以进一步提高其预测精度与稳定性.实验结果表明:该系统可在10 s内对单个流量点完成校准.同时,经过温度校正后,气体流量计算误差显著下降,相对误差不超过±1%,满足实际应用需求.
A fast pVTt in-situ calibration system was developed.A gas flow calculation model was established based on the ideal gas state equation.Subsequently,the calibration process was automated by implementing an embedded system for real-time data processing.To improve the accuracy of the model,temperature,the key parameter,was calibrated.For this purpose,a temperature difference prediction model between the average gas temperature and the outer wall temperature was constructed based on theoretical analysis.This model was subsequently optimized via a correlation coefficient optimization method to enhance its predictive accuracy and stability.Experimental results indicate that a single flow point can be calibrated within 10 seconds by the system.Meanwhile,after temperature correction,the calculation error of gas flow rate significantly decreased,with a relative error not exceeding±1%,meeting the practical application requirements.
王若南;周彬;徐志鹏;张高明;张奕;向磊;赖祈亢
中国计量大学原位计量教育部重点实验室,浙江 杭州 310018中国计量大学原位计量教育部重点实验室,浙江 杭州 310018||浙江大学流体动力基础件与机电系统全国重点实验室,浙江 杭州 310058中国计量大学原位计量教育部重点实验室,浙江 杭州 310018中国计量大学原位计量教育部重点实验室,浙江 杭州 310018中国计量大学原位计量教育部重点实验室,浙江 杭州 310018浙江省质量科学研究院,浙江 杭州 310018杭州奥立达电梯有限公司,浙江 杭州 311603
通用工业技术
流量计量气体流量原位校准动态pVTt温度预测迭代计算
flow measurementgas flowin-situ calibrationdynamic pVTttemperature predictioniterative computation
《计量学报》 2026 (3)
341-348,8
浙江省尖兵科技计划(2025C01143)浙江省市场监督管理局科技计划(ZD2025005)流体动力基础件与机电系统全国重点实验室开放基金(GZKF-202420)浙江省大学生科技创新活动计划(2025R409A003)
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