基于数据拟合的dbd型臭氧发生器参数测量方法

IF 5.2 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY
Xiongmin Tang , Tao Liang , Yiping Zhou , Jie Li , Xuecong Li , Miao Zhang
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引用次数: 0

摘要

由于臭氧具有很强的杀菌和氧化性能,因此得到了广泛的应用。介质阻挡放电(DBD)技术是工业臭氧合成的主要方法。准确的dbd型臭氧发生器参数对于优化设计和提高dbd型臭氧发生器的稳定性至关重要。dbd型臭氧发生器的参数一般采用利萨图法求得。在得到dbd型臭氧发生器的Lissajous图后,将Lissajous图手工拟合成平行四边形计算等效参数。这种方法有很多缺点。例如,测量电容器必须连接高压电路,结果受人为因素影响,处理效率低。针对这些问题,提出了一种基于数据拟合的dbd型臭氧发生器等效参数获取方法。利用dbd型臭氧发生器的电流数据产生测量电容的虚电压。为了降低数据噪声的影响,采用局部加权散点图平滑(LOWESS)算法对虚拟测量电容电压和dbd型臭氧发生器电压进行拟合。两种电压形成了利萨图,并利用利萨图计算了dbd型臭氧发生器的参数。实验结果表明,dbd型臭氧发生器的等效参数与传统利萨若图方法的等效参数基本一致。此外,所提出的参数测量方法去掉了连接在高压电路上的测量电容。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A parameter measurement method for DBD-type ozone generators based on data fitting
Due to its strong sterilization and oxidation properties, ozone is widely utilized. Dielectric barrier discharge (DBD) technology is the main method for industrial ozone synthesis. Accurate parameters of DBD-type ozone generators are essential for optimizing the design and improving the stability of DBD-type ozone generators. Generally, the parameters of DBD-type ozone generators are obtained using the Lissajous figure method. After obtaining the Lissajous figures of DBD-type ozone generators, the Lissajous figures are manually fitted into a parallelogram to calculate the equivalent parameters. This method has many disadvantages. For example, the measurement capacitor must be connected to the high-voltage circuit, the results are affected by human factors, and the processing efficiency is low. To address these issues, a method based on data fitting is proposed for obtaining the equivalent parameters of DBD-type ozone generators. A virtual voltage of the measurement capacitor is generated with the current data of DBD-type ozone generators. In order to reduce the influence of data noise, the LOWESS (Locally Weighted Scatterplot Smoothing) algorithm is used to fit the voltage of the virtual measurement capacitor and the voltage of the DBD-type ozone generator. A Lissajous figure is formed with the two voltages and the parameters of DBD-type ozone generators are calculated by the Lissajous figure. Experimental results show that the equivalent parameters of a DBD-type ozone generator are consistent with those from the traditional Lissajous figure method. Besides this, the measurement capacitor connected to the high-voltage circuit is removed in the proposed parameter measurement method.
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来源期刊
Measurement
Measurement 工程技术-工程:综合
CiteScore
10.20
自引率
12.50%
发文量
1589
审稿时长
12.1 months
期刊介绍: Contributions are invited on novel achievements in all fields of measurement and instrumentation science and technology. Authors are encouraged to submit novel material, whose ultimate goal is an advancement in the state of the art of: measurement and metrology fundamentals, sensors, measurement instruments, measurement and estimation techniques, measurement data processing and fusion algorithms, evaluation procedures and methodologies for plants and industrial processes, performance analysis of systems, processes and algorithms, mathematical models for measurement-oriented purposes, distributed measurement systems in a connected world.
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