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物联网-智慧传输-基于微波传感器的质量流率测量.pdf
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物联网-智慧传输-基于微波传感器的质量流率测量.pdf
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摘 要
固体颗粒的质量流率测量在化工生产、煤炭运输、食品加工等领域发挥着
重要的作用。尽管国内外提出不同测量方法,例如直接测量法,电容法,声学
传感测量法,层析成像法等,但在提高测量精度,实现实时在线测量等方面仍
有欠缺。近些年,微波测量法作为一种新兴的测量方法,由于其强穿透性、响
应时间短、系统便于安装且成本较低,越来越得到人们重视。但微波浓度测量
中水分含量限制测量精度、大量颗粒的信号的提取和处理等问题仍是需要解决
的难题。针对这些问题,本文基于微波浓度-速度测量固体颗粒质量流率的原理,
研究了利用微波测速系统测量粒子速度,通过理论推导和仿真改善浓度测量方
法,进而解决固体颗粒质量流率测量的核心问题。主要研究工作和结果是:
1. 对于湿度对浓度测量的影响,形成了从电波传播理论出发,将混合物各
相浓度与衰减系数、相移系数相关联进行解决的方案,编制了由幅度衰减和相
位偏移得到混合物中各相浓度的 C++模拟仿真程序。得到了水浓度固定为 0.283
时,由微波幅度和相位信息确定固体和气体的体积分数的算法;
2. 由多普勒效应出发测量固体颗粒的速度,当颗粒数量较多时,测得的多
普勒信号具有不同频率成分,无法反映粒子流的运动速度,针对该问题,本文
采用快速傅里叶变换对信号进行离散频域化,并对不同频移的信号取幅值求平
均,这样可以测量得到大量颗粒运动的平均速度;试验中大量颗粒的平均速度
小于理论速度,通过对原有时域信号的频域化,提取出单个颗粒运动对应频移,
根据多普勒原理,推导出单个颗粒运动的速度公式。通过对单个颗粒以及多个
颗粒分别进行试验,分析影响颗粒运动速度的因素,其中,颗粒之间的相互作
用是减小固体颗粒速度的主要因素,其次是管道的碰撞、空气的摩擦。
3. 在利用微波浓度-速度法测量固体颗粒质量流量的过程中可以得到功率
信号,研究分析质量和功率的关系,经过试验测量拟合出线性方程,微波功率-
质量法作为一个探索,可以对浓度-速度法测得的质量流率进行验证。在测量过
程中,通过试验分析并验证天线的安装位置对测量功率的影响,针对该问题,
提出了系统改善措施。
关键词:质量流率,微波,多普勒,速度,浓度
万方数据
ii
Abstract
Metering the mass flow rate of bulk solids is becoming increasingly important in
chemical production, coal transportation, food processing. Although there are many
measurement methods of solid mass flow rate both at home and abroad, such as direct
measurement, capacitance method, acoustic sensing method, tomography method.
However, these methods lack either precision or real-time performance. As a new
measurement method, Microwave sensor is becoming more and more popular in the
world because of its strong penetrability, quick response, easy installation, low cost.
But there are still some technical problems, the limit of moisture in measurement
precision, the extraction and processing of signal for large number of particles. To
resolve these problems, based on the principle of microwave method in measuring the
speed of solid particles, this thesis studies the core issue of metering the mass flow
rate of bulk solids. The main research work and the results are as follows:
1. Aiming at the measurement method of volumetric concentrations of solids,
this thesis puts out two defects, which are poor accuracy, humidity influence. To
resolve these problems, we start from wave propagation equation, combine
attenuation coefficient and phase shift coefficient with concentrations of water, air,
solid, get each phase concentrations of mixture through simulation with C++. This
algorithm solves the problem of humidity influence in concentration measurement. In
addition, when water concentration is fixed as 0.283, the volume fraction of solids
and gases can be determined by microwave amplitude and phase information;
2. It is difficult to get the average velocity of solid particles from the Doppler
principle. As the number of particles increases, there will be different frequency
components in Doppler signals, which could not reflect the rate of movement of the
particles. To resolve this problem, this thesis adopts fast Fourier transform,
discretizes time domain signal, averages the weighting signal amplitude in frequency
domain. In this way, we get the average velocity of solid particles. In the experiments,
average velocities of mass solid particles are found much smaller than theoretical
velocity. To analyze the influence factors on velocity, we change signal in time
domain to signal in frequency domain, extract the frequency shift of single particle,
obtain the velocity from Doppler’s principle. Through the experiments, interaction is
万方数据
iii
found much bigger than the influence of pipeline impact, as well as air friction.
3. After theoretical analysis, experimental verification, we get the linear
equation of power and mass. During the experiments, installation position of antenna
is proven to influent the power measurement. To resolve this problem, we put
forward multi-antenna measurement technique. The method of mass-power can be
treated as an exploration, which can be used as a verification of Microwave
concentration-velocity method in measurement of mass flow rate.
Key words: mass flow rate, microwave, Doppler, velocity, concentration
万方数据
目 录
摘 要 ........................................................................................................................... i
Abstract ......................................................................................................................... ii
目 录 ........................................................................................................................... i
图形索引 ....................................................................................................................... 1
第一章 引言 ................................................................................................................. 1
1.1 研究背景及意义 ............................................................................................ 1
1.2 国内外研究现状 ............................................................................................ 1
1.2.1 国内外对颗粒运动速度的研究 .......................................................... 2
1.2.2 国内外对颗粒浓度的研究 .................................................................. 3
1.3 本文研究内容 ................................................................................................ 5
第二章 微波法测量固体质量流率的基本理论 ......................................................... 7
2.1 固体颗粒质量流的计算 ................................................................................. 7
2.2 微波测量的基本特性 ..................................................................................... 7
2.3 测量固体颗粒速度的理论 ............................................................................. 8
2.3.1 微波多普勒测速原理 .......................................................................... 8
2.3.2 快速傅里叶变换对颗粒速度的处理 ................................................. 9
2.4 测量固体颗粒的浓度理论 ........................................................................... 15
2.4.1 微波法测量固体颗粒浓度的原理 .................................................... 15
2.4.2 浓度测量算法的改进 ........................................................................ 16
2.5 本章小结 ...................................................................................................... 18
第三章 速度测量系统的搭建和初始化 ................................................................... 19
3.1 浓度和速度测量系统装置图 ....................................................................... 19
3.2 速度测量系统中的硬件 ............................................................................... 20
3.3 系统的调试 ................................................................................................... 23
3.4 本章小结 ....................................................................................................... 27
第四章 浓度仿真及速度测量 ................................................................................... 28
4.1 固体颗粒浓度的仿真 ................................................................................... 28
4.2 速度测量 ....................................................................................................... 31
4.2.1 颗粒运动的速度测量方法 ............................................................... 31
4.2.2 大量颗粒运动的速度测量 ............................................................... 32
4.2.3 颗粒运动影响因素的分析 ................................................................ 32
4.3 功率与质量之间关系 .................................................................................. 35
4.3.1 大量颗粒下落质量与功率之间关系 ............................................... 36
4.3.2 测量位置对功率的影响 ................................................................... 37
4.3.3 系统的改善 ....................................................................................... 39
4.4 本章小结 ...................................................................................................... 40
第五章 结论与展望 ................................................................................................... 41
5.1 结论 .............................................................................................................. 41
5.2 展望 .............................................................................................................. 41
万方数据
致 谢 ..................................................................................................................... 43
参考文献 ..................................................................................................................... 44
攻读硕士学位期间发表的学术论文 ......................................................................... 48
万方数据
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