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基于图像识别的喷嘴流量试验台油位检测系统
引用本文:谢苗,谢春雪,毛君,刘治翔.基于图像识别的喷嘴流量试验台油位检测系统[J].传感技术学报,2016,29(11):1779-1784.
作者姓名:谢苗  谢春雪  毛君  刘治翔
作者单位:辽宁工程技术大学机械工程学院,辽宁阜新,123000;辽宁工程技术大学机械工程学院,辽宁阜新,123000;辽宁工程技术大学机械工程学院,辽宁阜新,123000;辽宁工程技术大学机械工程学院,辽宁阜新,123000
基金项目:辽宁省教育厅创新团队项目(LT2013009);辽宁省煤矿液压技术与装备工程研究中心开放基金项目(CMHT-201206);辽宁省教育厅项目(L2012118)
摘    要:考虑到使用静态容积法的喷嘴流量试验台采用的磁致伸缩液位传感器在常温下具有较高的温度,但是温度高于常温时,会产生极大温度漂移无法保证试验系统的测量精度,本文将图像识别应用于喷嘴流量测量系统中,对从喷嘴排出滑油体积进行自动识别,忽略掉温度变化、传感器精度等对测量精度的影响。通过图像滤波、分割、刻度数字识别、刻度线识别以及油位识别实现对油位的自动测量。通过实验方法与人工读数、磁致伸缩液位传感器读数以及温度补偿后的传感器读数进行对比。结果表明,使用图像识别技术的流量试验台的试验结果与真实值最为接近,能够有效提高检测的精度和效率,降低试验台成本和测试人员的工作量,其试验结果最为可靠。

关 键 词:喷嘴流量试验  磁致伸缩液位传感器  图像识别  油位检测

Nozzle Flow Test Bench Level Detection System Based on Image Recognition
XIE Miao,XIE Chunxue,MAO Jun,LIU Zhixiang.Nozzle Flow Test Bench Level Detection System Based on Image Recognition[J].Journal of Transduction Technology,2016,29(11):1779-1784.
Authors:XIE Miao  XIE Chunxue  MAO Jun  LIU Zhixiang
Abstract:Considering the use static volumetric method of nozzle flow test rig using the magnetostrictive liquid level sensor at room temperature with high temperature,but the temperature is higher than room temperature,will pro?duce great temperature drift can not guarantee the measurement precision of the test system. In this paper,the im?age recognition applications in nozzle flow measurement system,is discharged from the nozzle slide oil volume to carry on the automatic recognition of the ignore effects of temperature changes,and the sensor precision on the mea?surement accuracy. Through image filtering,segmentation,recognition,digital calibration scale line recognition and recognition level automatic measurement of oil level. By comparing the experimental method and the artificial reading,the magnetostrictive liquid level sensor and the temperature compensated sensor,the sensor readings were compared. The results show that using image recognition technology of flow test bench test results and real val?ues closest to the can effectively improve the detection accuracy and efficiency,reduce the workload of the test cost and test personnel and the test result is most reliable.
Keywords:Nozzle flow test  magnetostrictive liquid level sensor  image recognition  level detection
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